Ai4Users - Qwen 3.8 Flash Next NVFP4 Instruct

Benchmark items
Tool Calling - Irrelevance: Architecture & Artwork 8 passed1 failed	88.9%	IN34 623 OUT2 030
✓	NoToolForApartmentRentCostBFCL/irrelevance_158: apartment rental cost asked; only a new-construction cost estimator is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL	Passed	IN3 463 OUT74
×	NoToolForBestJazzSingerBFCL/irrelevance_164: best Jazz singer asked; only a top-instrument-players search (singers are not instrument players) is available -> no tool fits.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL Assertion expression evaluated to false: response.ToolCalls.Count == 0 Values: response.ToolCalls.Count = 1	Failed	IN6 930 OUT287
✓	NoToolForCathedralCeilingDesignBFCL/irrelevance_157: how to design a cathedral ceiling asked; only a lookup of facts about an existing building is available (retrieves data, does not advise on design) -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN3 459 OUT533
✓	NoToolForHolyBookDefinitionBFCL/irrelevance_144: definition of a holy book asked; only a search-within-a-named-holy-book tool is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN3 457 OUT130
✓	NoToolForLectureTeacherBFCL/irrelevance_167: teacher of upcoming lectures asked; only an upcoming-concert details lookup is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL	Passed	IN3 460 OUT52
✓	NoToolForMostFamousSculptureBFCL/irrelevance_153: most famous sculpture asked; only a sculpting-tools lookup is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL	Passed	IN3 465 OUT88
✓	NoToolForPianoMaintenanceTipsBFCL/irrelevance_166: piano maintenance tips asked; only an instrument rental-prices lookup is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN3 460 OUT413
✓	NoToolForScreamArtistBFCL/irrelevance_159: artist behind 'The Scream' asked. NOTE: the only tool (artwork_search) requires a museum_location that the user did not provide, so it cannot be correctly called; BFCL labels this irrelevant. Kept faithfully with ground truth = no tool call (flagged as borderline).1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN3 464 OUT18
✓	NoToolForSculptureRockTypeBFCL/irrelevance_152: which rock suits a garden sculpture asked; only a sculpture 3D-model creator is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN3 465 OUT435
Tool Calling - Irrelevance: Buildings, Sculpture & Music 6 passed1 failed1 skipped	85.7%	IN26 299 OUT1 032
–	NoToolForCelloInstrumentTypeBFCL/irrelevance_165: instrument classification of a cello asked. NOTE: BFCL labels this irrelevant, but the only tool (get_instrument_info with detail=type) arguably answers it; flagged for review as a borderline BFCL item. Kept faithfully with ground truth = no tool call.0 AI queries 0 tool callscategory:ToolCallinglevel:Hardsource:BFCL Skipped: Not a valid irrelevance item (item flaw): the case's own tool 'get_instrument_info' with detail='type' answers 'what type of instrument is a cello' - BFCL-mislabeled relevant. Kept for traceability.	Skipped	IN0 OUT0
✓	NoToolForDeclarationSignersBFCL/irrelevance_137: who signed the declaration asked; only a historical-event DATE lookup is available (returns a date, not the signatories) -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN3 284 OUT118
✓	NoToolForEiffelTowerHeightBFCL/irrelevance_156: Eiffel Tower height asked; only an architecture-plan generator (creates a new design, does not retrieve facts) is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN3 288 OUT24
✓	NoToolForFamousDancersBFCL/irrelevance_162: famous dancers asked; only a museum-visual-artists lookup is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN3 290 OUT229
✓	NoToolForReformationInitiatorBFCL/irrelevance_145: who initiated the Reformation asked; only a religious-event YEAR lookup is available (returns a year, not a person) -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN3 283 OUT63
✓	NoToolForScientistDefinitionBFCL/irrelevance_143: definition of "scientist" asked; only a named-historical-figure info lookup is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN3 280 OUT27
✓	NoToolForSellingGuitarBFCL/irrelevance_163: how to sell a guitar asked; only an instrument-tuning tool is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL	Passed	IN3 285 OUT356
×	NoToolForSimilarBlueColorBFCL/irrelevance_148: a color similar to blue asked; only a complementary-color tool (opposite, not similar) is available -> no tool fits.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL Assertion expression evaluated to false: response.ToolCalls.Count == 0 Values: response.ToolCalls.Count = 1	Failed	IN6 589 OUT215
Tool Calling - Irrelevance: Cell Biology & Genetics 8 passed2 skipped	100.0%	IN30 331 OUT2 174
✓	NoToolForClottingBloodCellsBFCL/irrelevance_32: blood cell type responsible for clotting asked; only a nucleus-count-based cell-type classifier is available.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN3 792 OUT23
✓	NoToolForCommonAncestorBFCL/irrelevance_41: common ancestor of two animals asked (phylogenetics knowledge); only a fibonacci-sequence calculator is available.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL	Passed	IN3 791 OUT72
✓	NoToolForEvolutionaryAlgorithmInGameAIBFCL/irrelevance_43: how to apply an Evolutionary Algorithm in game AI asked (advice); only a creature-evolution simulator is available (wrong context).1 AI query 0 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN3 792 OUT624
✓	NoToolForGeneVariantFrequencyBFCL/irrelevance_36: gene-variant frequency in a population asked; only a dominant-trait-from-alleles tool is available (the true-match variant-frequency tool is deliberately isolated in A4).1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN3 797 OUT204
–	NoToolForIdentifyingGeneticSequenceBFCL/irrelevance_33: interpret a genetic code sequence asked; only a species-identification-from-sequence tool is available (returns a species, not what the sequence means).0 AI queries 0 tool callscategory:ToolCallinglevel:Hardsource:BFCL Skipped: Not a valid irrelevance item (item flaw): the case's own tool 'identify_species' (identifies a species from a genetic sequence) plausibly answers the query about a DNA sequence, so a competent model may call it - BFCL-mislabeled/borderline-relevant. Kept for traceability.	Skipped	IN0 OUT0
✓	NoToolForIncreasingDeerPopulationBFCL/irrelevance_39: how-to advice on growing an animal population asked; only a population-growth CALCULATOR (needs numeric rates) is available.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN3 791 OUT213
✓	NoToolForLionMatingProcessBFCL/irrelevance_35: mating process of a species asked; only a dominant/recessive genetic-traits lookup is available.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN3 788 OUT277
✓	NoToolForMitochondriaCountBFCL/irrelevance_29: number/count of mitochondria asked; only a cell-part FUNCTION lookup is available (wrong query direction).1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN3 792 OUT364
✓	NoToolForPandaEvolutionaryHistoryBFCL/irrelevance_42: evolutionary history asked (a narrative fact); only a biodiversity-index calculator is available.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN3 788 OUT397
–	NoToolForWhaleGeneSequenceBFCL/irrelevance_44: the actual gene sequence of a species asked; only a gene-sequence GENERATOR (needs numeric mutation rate + duration) is available.0 AI queries 0 tool callscategory:ToolCallinglevel:Hardsource:BFCL Skipped: Not a valid irrelevance item (item flaw): the case's own tool 'gene_sequencer' (generate gene sequences for evolutionary changes) directly answers the query - BFCL-mislabeled relevant. Kept for traceability.	Skipped	IN0 OUT0
Tool Calling - Irrelevance: Color, Geometry & Population 10 passed1 failed	90.9%	IN45 042 OUT1 447
✓	NoToolForColorInComputerVisionBFCL/irrelevance_131: color meaning in computer vision asked; only a color-in-personality-psychology analyzer is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN3 714 OUT54
✓	NoToolForDeclarationSigningDateBFCL/irrelevance_135: signing date asked; only date-arithmetic (add days) and age tools are available, neither retrieves an event date -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN3 712 OUT50
✓	NoToolForElectricityDiscovererBFCL/irrelevance_140: who discovered electricity asked; only an electric-current calculator is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN3 708 OUT247
×	NoToolForHexColorMixBFCL/irrelevance_146: mixing two hex colors asked; only a prophet-details lookup is available -> no tool fits.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL Assertion expression evaluated to false: response.ToolCalls.Count == 0 Values: response.ToolCalls.Count = 1	Failed	IN7 908 OUT514
✓	NoToolForIndependenceSigningDateBFCL/irrelevance_138: signing date asked; only an age calculator (needs birthdate + current date) and a date-adder are available, neither retrieves an event date -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN3 712 OUT18
✓	NoToolForMostVisitedMarketBFCL/irrelevance_161: most visited market asked; only a museum visitation-statistics lookup is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL	Passed	IN3 714 OUT276
✓	NoToolForNbaFinalWinnerBFCL/irrelevance_133: NBA final winner asked; only a historical-battle details lookup is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL	Passed	IN3 715 OUT25
✓	NoToolForPicassoPaintingYearBFCL/irrelevance_151: year of a Picasso painting asked; only a sculpture-dimensions lookup is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN3 713 OUT53
✓	NoToolForRelativityAuthorBFCL/irrelevance_142: who proposed special relativity asked; only a chemical-element properties lookup is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN3 717 OUT40
✓	NoToolForSculptureCreatorBFCL/irrelevance_155: sculpture creator asked; only a max-seating-capacity calculator is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL	Passed	IN3 713 OUT69
✓	NoToolForWhichColorsToMixBFCL/irrelevance_150: which colors to mix for a shade asked; only an RGB-to-Pantone converter is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN3 716 OUT101
Tool Calling - Irrelevance: Cooking, Currency & Markets 6 passed2 failed	75.0%	IN32 535 OUT1 617
×	NoToolForBakerySourdoughBFCL/irrelevance_223: a BAKERY selling sourdough asked; only a grocery-shop product finder available -> no tool fits.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL Assertion expression evaluated to false: response.ToolCalls.Count == 0 Values: response.ToolCalls.Count = 1	Failed	IN6 510 OUT74
✓	NoToolForChickenRecipeBFCL/irrelevance_211: the RECIPE to cook chicken asked; only a cook-TIME calculator available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN3 243 OUT242
✓	NoToolForChocolateCakeIngredientsBFCL/irrelevance_220: cake INGREDIENTS asked; only a cooking-TEMPERATURE tool available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN3 246 OUT219
✓	NoToolForCurrencyToGbpBFCL/irrelevance_233: CURRENCY conversion asked; only a WEATHER tool available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL	Passed	IN3 248 OUT106
×	NoToolForHowToBoilAnEggBFCL/irrelevance_212: best WAY to boil an egg asked; only a boiling-TIME calculator available -> no tool fits.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL Assertion expression evaluated to false: response.ToolCalls.Count == 0 Values: response.ToolCalls.Count = 1	Failed	IN6 558 OUT321
✓	NoToolForLasagnaRecipeBFCL/irrelevance_219: the RECIPE for lasagna asked; only a recipe-CALORIE calculator available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN3 243 OUT9
✓	NoToolForLegExercisesBFCL/irrelevance_221: leg EXERCISES asked; only a grocery-list generator available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL	Passed	IN3 243 OUT598
✓	NoToolForPetStoreBFCL/irrelevance_224: a PET store asked; only a GROCERY-store locator available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL	Passed	IN3 244 OUT48
Tool Calling - Irrelevance: Dates & Elements 9 passed1 failed	90.0%	IN39 967 OUT492
✓	NoToolForHydrogenPropertiesBFCL/irrelevance_141: chemical properties of Hydrogen asked; only a scientist-contributions lookup is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN3 628 OUT32
✓	NoToolForLargestPlanetBFCL/irrelevance_139: largest planet asked; only a star-info lookup (needs a star name) is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN3 628 OUT102
✓	NoToolForMostImportantProphetBFCL/irrelevance_147: most important prophet asked; only a two-color mixer is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL	Passed	IN3 628 OUT90
×	NoToolForMuseumVisitFrequencyBFCL/irrelevance_160: museum member visit frequency asked; only a single most-frequent-visitor lookup is available -> no tool fits.1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL Assertion expression evaluated to false: response.ToolCalls.Count == 0 Values: response.ToolCalls.Count = 1	Failed	IN7 310 OUT98
✓	NoToolForPantoneOfSkyBlueBFCL/irrelevance_149: Pantone code of sky blue asked; only a paint-proportions calculator is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN3 630 OUT29
✓	NoToolForPersonalityTypeBFCL/irrelevance_130: user asks what personality type they are; only a big-five calculator (which needs the user's rated answers) is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN3 626 OUT46
✓	NoToolForStadiumSeatingCapacityBFCL/irrelevance_154: stadium seating capacity asked; only a sculpture-creator lookup is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL	Passed	IN3 629 OUT18
✓	NoToolForVicePresidentBFCL/irrelevance_136: Vice President asked; only a US-president-by-year lookup is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN3 628 OUT13
✓	NoToolForWaterlooCasualtiesBFCL/irrelevance_132: casualty count of a battle asked; only a historical-event date lookup is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN3 630 OUT34
✓	NoToolForWorldCupWinnerBFCL/irrelevance_134: sports World Cup winner asked; only a historical-battle outcome predictor is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL	Passed	IN3 630 OUT30
Tool Calling - Irrelevance: Electromagnetism, Thermo & Data 9 passed1 failed	90.0%	IN37 733 OUT2 074
✓	NoToolForElectronRestMassBFCL/irrelevance_23: mass of an electron asked (a knowledge fact); only magnetic-field / current tools are available.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN3 399 OUT75
✓	NoToolForFlightDurationBFCL/irrelevance_20: flight duration asked; only a currency converter is available.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL	Passed	IN3 402 OUT13
✓	NoToolForFreezingPointBFCL/irrelevance_25: freezing point asked; only boiling-point calculators are available (wrong phase transition).1 AI query 0 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN3 409 OUT280
×	NoToolForGasAmountGeneratedBFCL/irrelevance_26: amount of gas generated asked; only a gas-PRESSURE calculator is available (wrong quantity).1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL Assertion expression evaluated to false: response.ToolCalls.Count == 0 Values: response.ToolCalls.Count = 1	Failed	IN7 090 OUT551
✓	NoToolForGiniCoefficientBFCL/irrelevance_48: Gini coefficient asked; only a GDP-fetch tool is available (different economic indicator).1 AI query 0 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN3 402 OUT59
✓	NoToolForHeatingWaterBFCL/irrelevance_27: heat energy to warm water asked. NOTE: the original tool (calculate_heat) is a fair match for this query (only the well-known specific heat is missing), which would make "no call" ambiguous; per human-baseline fairness it is deliberately NOT shown here (kept as a distractor in A3), so no visible tool fits and "no call" is unambiguously correct.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN3 413 OUT495
✓	NoToolForHexagonSidesBFCL/irrelevance_28: number of sides of a hexagon asked (basic geometry knowledge); only a boiling-point tool is available.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL	Passed	IN3 400 OUT9
✓	NoToolForSymbolicMagneticFieldBFCL/irrelevance_22: magnetic field asked with SYMBOLIC values (distance 'r', current 'I'); the two magnetic-field tools require concrete numeric distance + current, so there is nothing to pass -> no fit.1 AI query 0 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN3 413 OUT225
✓	NoToolForTimeDifferenceBFCL/irrelevance_49: time-zone difference asked; only a geo-coordinate lookup tool is available.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN3 402 OUT343
✓	NoToolForWorldSeriesWinnerBFCL/irrelevance_53: sports trivia asked; only a SQL database-query runner is available (no database/query provided).1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN3 403 OUT24
Tool Calling - Irrelevance: Entertainment, Sports & Knowledge 9 passed	100.0%	IN31 428 OUT848
✓	NoToolForBasketballResultBFCL/irrelevance_84: basketball game result asked; only a stock-price retrieval tool is available.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL	Passed	IN3 492 OUT49
✓	NoToolForBestSoccerPlayerBFCL/irrelevance_79: best current soccer player asked; only a stock-market prediction tool is available.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL	Passed	IN3 490 OUT53
✓	NoToolForCaliforniaGovernorBFCL/irrelevance_87: current Governor of California asked; only a court-case filing tool is available.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL	Passed	IN3 488 OUT11
✓	NoToolForCrimeThrillerMovieListBFCL/irrelevance_88: best crime-thriller movies of 2020 asked; only a document forgery detector is available.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL	Passed	IN3 497 OUT417
✓	NoToolForFifaWorldCupWinnerBFCL/irrelevance_80: FIFA World Cup 2010 winner asked; only a stock-ticker lookup is available.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL	Passed	IN3 493 OUT34
✓	NoToolForFrenchTranslationBFCL/irrelevance_61: French translation of a word asked; only an SVM-model tool is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL	Passed	IN3 492 OUT12
✓	NoToolForHorrorMovieListBFCL/irrelevance_77: horror movie recommendations asked; only an investment future-value tool is available.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL	Passed	IN3 491 OUT177
✓	NoToolForPresidentialElectionWinnerBFCL/irrelevance_85: 2020 presidential election winner asked; only a criminal-case detail lookup is available.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL	Passed	IN3 493 OUT20
✓	NoToolForSportsNewsBFCL/irrelevance_76: latest sports news asked; only a portfolio investment-trend analyzer is available.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL	Passed	IN3 492 OUT75
Tool Calling - Irrelevance: Finance & Economics 7 passed1 failed	87.5%	IN30 207 OUT1 230
✓	NoToolForAverageHousePriceBFCL/irrelevance_69: market-wide average house price asked; only a regression predictor (needs a trained model + feature vector, not provided) is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN3 348 OUT59
✓	NoToolForCompoundInterestBFCL/irrelevance_70: compound-interest computation asked; only a mortgage-payment calculator is available.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN3 374 OUT289
✓	NoToolForGoldPriceBFCL/irrelevance_78: today's gold spot price asked; only a bond-price calculator is available.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL	Passed	IN3 350 OUT105
✓	NoToolForHorrorMovieCatalogBFCL/irrelevance_81: horror movie recommendations asked; only a historical stock-price fetcher is available.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL	Passed	IN3 351 OUT377
×	NoToolForLossProjectionBFCL/irrelevance_73: a loss projection asked; only a revenue-prediction tool is available (revenue != loss).1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL Assertion expression evaluated to false: response.ToolCalls.Count == 0 Values: response.ToolCalls.Count = 1	Failed	IN6 718 OUT166
✓	NoToolForPoundToKilogramBFCL/irrelevance_75: a mass unit conversion asked; only a portfolio-returns calculator is available.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL	Passed	IN3 349 OUT17
✓	NoToolForProfitMarginBFCL/irrelevance_71: profit margin asked; only an ROI calculator is available (ROI != margin) -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN3 371 OUT89
✓	NoToolForStockNewsBFCL/irrelevance_82: stock news asked; only a capital-gains calculator is available (gains != news) -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN3 346 OUT128
Tool Calling - Irrelevance: Finance Near-Matches 7 passed2 failed	77.8%	IN37 884 OUT1 522
✓	NoToolForBitcoinPriceBFCL/irrelevance_56: current bitcoin price asked; only a generic database record-select tool is available.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL	Passed	IN3 428 OUT63
✓	NoToolForBookstoreLookupBFCL/irrelevance_55: which online bookstore sells a title asked; only an add-to-cart tool is available.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL	Passed	IN3 433 OUT44
×	NoToolForBusinessRateOfReturnBFCL/irrelevance_74: rate of return asked; only a net-profit calculator is available (profit != rate of return).1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL Assertion expression evaluated to false: response.ToolCalls.Count == 0 Values: response.ToolCalls.Count = 1	Failed	IN6 919 OUT163
✓	NoToolForCoinFlipProbabilityBFCL/irrelevance_66: probability of a coin landing heads asked; only a standard-deviation tool is available.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN3 433 OUT61
✓	NoToolForCurrentInterestRateBFCL/irrelevance_83: the current market interest rate asked; only a mortgage-payment calculator is available.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN3 427 OUT101
✓	NoToolForExternalRateOfReturnBFCL/irrelevance_72: EXTERNAL rate of return asked; only an internal-rate-of-return (IRR) tool is available (ERR != IRR, even though cash flows are given) -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN3 457 OUT106
×	NoToolForFinalPriceWithoutBasePriceBFCL/irrelevance_60: final price after discount+tax asked, but the original price is never given, so the (domain-matching) calculateFinalPrice cannot be correctly called -> no tool fits.1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL Assertion expression evaluated to false: response.ToolCalls.Count == 0 Values: response.ToolCalls.Count = 1	Failed	IN6 922 OUT117
✓	NoToolForFrontendDevelopmentBFCL/irrelevance_62: how to build an e-commerce frontend asked; only a recommender-model builder is available.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL	Passed	IN3 433 OUT781
✓	NoToolForHighestGrossingMovieBFCL/irrelevance_54: highest-grossing movie of all time asked; only a movie search (requires a specific title + year, not provided) is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN3 432 OUT86
Tool Calling - Irrelevance: Food, Time & Distance 4 passed1 skipped	100.0%	IN10 840 OUT832
✓	NoToolForCakeBakingMachineBFCL/irrelevance_218: a baking MACHINE/appliance asked; only a recipe retriever available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN2 708 OUT255
✓	NoToolForDrivingTravelTimeBFCL/irrelevance_215: driving TRAVEL TIME asked; only a restaurant-bill tip calculator available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN2 712 OUT142
✓	NoToolForLondonTimezoneNameBFCL/irrelevance_226: the NAME of London's timezone asked; only a local-TIME-by-timezone tool available (it needs the timezone as input and returns a time, not the timezone name) -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN2 704 OUT300
–	NoToolForPizzaInBostonBFCL/irrelevance_213: a place for pizza asked; a cuisine+location restaurant_finder is available. REVIEW FLAG (fairness): restaurant_finder(cuisine=pizza/Italian, location=Boston) plausibly answers this, so a competent human might legitimately call it. BFCL labels it irrelevant; kept as such and marked Hard because the intended "no call" is debatable. No OTHER query here is a restaurant search, so the tool cannot wrongly satisfy the file's other cases.0 AI queries 0 tool callscategory:ToolCallinglevel:Hardsource:BFCL Skipped: Not a valid irrelevance item (item flaw): the case's own tool 'restaurant_finder' (cuisine+location) answers 'good place for pizza in Boston' - BFCL-mislabeled relevant. Kept for traceability.	Skipped	IN0 OUT0
✓	NoToolForTriangleHypotenuseBFCL/irrelevance_238: the HYPOTENUSE of a triangle asked; only a geo lat/long distance calculator available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN2 716 OUT135
Tool Calling - Irrelevance: Geo, Travel & Sentiment 6 passed2 failed1 skipped	75.0%	IN34 177 OUT827
✓	NoToolForAverageTemperatureBmiBFCL/irrelevance_110: an average December temperature asked; only a BMI calculator is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL	Passed	IN3 398 OUT13
×	NoToolForCaseLawyerBFCL/irrelevance_95: the lawyer of a case asked; only a case-outcome retriever is available -> no tool fits.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL Assertion expression evaluated to false: response.ToolCalls.Count == 0 Values: response.ToolCalls.Count = 1	Failed	IN6 823 OUT132
✓	NoToolForCurrentTimeSunriseBFCL/irrelevance_102: the current time asked; only a sunrise/sunset time calculator is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN3 397 OUT95
✓	NoToolForFamousQuoteBFCL/irrelevance_119: a famous quote asked; only a sentiment-analysis tool is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL	Passed	IN3 395 OUT32
✓	NoToolForFastestRouteBFCL/irrelevance_114: the fastest route asked; only a closest-airport finder is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN3 399 OUT101
–	NoToolForRestaurantsInLondonBFCL/irrelevance_113: restaurants in London asked; only a generic points-of-interest locator is available -> no tool fits.0 AI queries 0 tool callscategory:ToolCallinglevel:Hardsource:BFCL Skipped: Not a valid irrelevance item (item flaw): the case's own tool 'find_pois' (locate points of interest by category) answers 'restaurants in London' (restaurants are POIs) - BFCL-mislabeled relevant. Kept for traceability.	Skipped	IN0 OUT0
✓	NoToolForSportsBrainImpactBFCL/irrelevance_120: the neurological impact of sports asked; only a caffeine neurological-impact tool is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN3 398 OUT58
✓	NoToolForTrafficConditionBFCL/irrelevance_112: the current traffic condition asked; only an address geocoder is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN3 397 OUT106
×	NoToolForTravelTimeByCarBFCL/irrelevance_115: travel time by car asked; only a coordinate-distance calculator is available -> no tool fits.1 AI query 2 tool callscategory:ToolCallinglevel:Hardsource:BFCL Assertion expression evaluated to false: response.ToolCalls.Count == 0 Values: response.ToolCalls.Count = 2	Failed	IN6 970 OUT290
Tool Calling - Irrelevance: Legal & Case Lookup 10 passed	100.0%	IN35 527 OUT892
✓	NoToolForAppleCaloriesBFCL/irrelevance_100: calories in an apple asked; only a litigation-cost calculator is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL	Passed	IN3 550 OUT24
✓	NoToolForBrainWeightBFCL/irrelevance_122: average human brain weight asked; only a per-patient neural-activity tool is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN3 552 OUT23
✓	NoToolForCaseJudgementBFCL/irrelevance_93: a case judgement asked; only a law-firm impactful-cases lister is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN3 550 OUT94
✓	NoToolForChineseRestaurantBFCL/irrelevance_97: a Chinese-restaurant recommendation asked; only a lawsuit-filing tool is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL	Passed	IN3 553 OUT60
✓	NoToolForMovieRecommendationBFCL/irrelevance_116: a movie recommendation asked; only a word-count tool is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL	Passed	IN3 551 OUT102
✓	NoToolForNbaChampionBFCL/irrelevance_118: the 1996 NBA champion asked; only an NBA playoff-brackets display tool is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN3 553 OUT31
✓	NoToolForPaintingEiffelSettlementBFCL/irrelevance_98: how long to paint the Eiffel Tower asked; only a lawsuit-settlement estimator is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL	Passed	IN3 554 OUT11
✓	NoToolForSecurityGuardSearchBFCL/irrelevance_92: finding a security guard asked; only a lawyer-search tool is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN3 560 OUT117
✓	NoToolForSphereVolumeBFCL/irrelevance_104: sphere volume asked; only a circular-park area tool is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN3 554 OUT79
✓	NoToolForTrafficLawsBFCL/irrelevance_99: traffic laws asked; only a lawsuit-search tool is available (lawsuits, not laws) -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN3 550 OUT351
Tool Calling - Irrelevance: Math & Science Distractors 8 passed	100.0%	IN25 252 OUT647
✓	NoToolForDefiniteIntegralBFCL/irrelevance_9: definite integral asked; only an income-tax calculator is available.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN3 159 OUT73
✓	NoToolForIntegralOfCubeBFCL/irrelevance_8: definite integral asked; only a string-to-int converter is available.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN3 152 OUT121
✓	NoToolForLatestMoviesBFCL/irrelevance_15: latest movie releases asked; only a physics final-velocity tool is available.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL	Passed	IN3 146 OUT55
✓	NoToolForPerpendicularSlopeBFCL/irrelevance_3: slope of a perpendicular line asked; only a critical-points finder is available.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN3 164 OUT57
✓	NoToolForPrimeFactorsBFCL/irrelevance_13: prime factorization asked; only a compound-interest calculator is available.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN3 149 OUT69
✓	NoToolForRectangleAreaBFCL/irrelevance_6: rectangle area asked; only a circle-drawing tool is available.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN3 160 OUT37
✓	NoToolForTriangleAreaBFCL/irrelevance_0: triangle area asked; only a BMI tool is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN3 160 OUT88
✓	NoToolForUpwardAccelerationBFCL/irrelevance_14: acceleration asked (it is just gravity); the tempting max-height and final-velocity tools compute neither the acceleration nor what is asked -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN3 162 OUT147
Tool Calling - Irrelevance: Math & Statistics 5 passed1 failed	83.3%	IN21 160 OUT1 005
✓	NoToolForBinomialMeanBFCL/irrelevance_67: the MEAN of a binomial experiment asked; only p-value tools are available (they return a p-value, not the mean) -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN3 028 OUT95
✓	NoToolForCivilLawComponentsBFCL/irrelevance_90: the components/categories of Civil Law asked; only a noise-complaint filing tool is available (filing a complaint does not explain law) -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL	Passed	IN3 000 OUT108
✓	NoToolForCoinTossMaxHeadsBFCL/irrelevance_63: how many heads CAN be obtained from tossing 3 coins (a count/maximum, not a probability) asked; only a probability-of-an-event calculator is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN3 004 OUT120
×	NoToolForNullHypothesisStdDevBFCL/irrelevance_68: the STANDARD DEVIATION of a null-hypothesis test asked; only p-value tools are available (they return a p-value, not a standard deviation) -> no tool fits.1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL Assertion expression evaluated to false: response.ToolCalls.Count == 0 Values: response.ToolCalls.Count = 1	Failed	IN6 116 OUT379
✓	NoToolForPowerOfTwoBFCL/irrelevance_59: raising a number to a power asked; only a linear-equation solver is available.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN3 003 OUT8
✓	NoToolForQuadraticEquationBFCL/irrelevance_57: solving a quadratic equation asked; only a genetic-algorithm optimizer and a LINEAR equation solver are available (a quadratic is not linear) -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN3 009 OUT295
Tool Calling - Irrelevance: Medical, Social & Personality 6 passed3 skipped	100.0%	IN20 464 OUT1 181
✓	NoToolForBigMacCaloriesBFCL/irrelevance_123: calories of a Big Mac asked; only a BMI calculator is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL	Passed	IN3 409 OUT83
✓	NoToolForEconomicHappinessEffectBFCL/irrelevance_126: the effect of economic status on happiness asked; only a happiness-index lookup is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN3 411 OUT406
✓	NoToolForFriendMbtiBFCL/irrelevance_129: a friend's MBTI asked; only a personality-type evaluator (needs trait percentages) is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN3 409 OUT29
–	NoToolForLatestTechTrendBFCL/irrelevance_124: the latest technology trend asked; only a trending-topics-by-category tool is available -> no tool fits.0 AI queries 0 tool callscategory:ToolCallinglevel:Hardsource:BFCL Skipped: Not a valid irrelevance item (item flaw): the case's own tool 'get_social_trends' (trending topics by category) answers 'latest trend in technology' - BFCL-mislabeled relevant. Kept for traceability.	Skipped	IN0 OUT0
✓	NoToolForMajorAirportsBFCL/irrelevance_117: major US airports asked; only a coordinate-distance calculator is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN3 412 OUT266
–	NoToolForMotorNeuronDiseaseBFCL/irrelevance_121: motor neuron disease info asked; only a generic disease-info retriever is available -> no tool fits.0 AI queries 0 tool callscategory:ToolCallinglevel:Hardsource:BFCL Skipped: Not a valid irrelevance item (item flaw): the case's own tool 'medical_records_get_disease_info' directly answers 'information on motor neuron diseases' - BFCL-mislabeled relevant. Kept for traceability.	Skipped	IN0 OUT0
✓	NoToolForPopularBooksBFCL/irrelevance_125: popular books by an author asked; only a recent-tweets retriever is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL	Passed	IN3 411 OUT239
–	NoToolForTwitterMoodBFCL/irrelevance_127: overall twitter mood asked; only a twitter sentiment-analysis tool is available -> BFCL ground truth is no tool call.0 AI queries 0 tool callscategory:ToolCallinglevel:Hardsource:BFCL Skipped: Not a valid irrelevance item (item flaw): the case's own tool 'sentiment_analysis_twitter' directly answers 'general mood of twitter regarding the new iPhone' - BFCL-mislabeled relevant. Kept for traceability.	Skipped	IN0 OUT0
✓	NoToolForVegetableServingsBFCL/irrelevance_128: daily vegetable servings asked; only a personality-test scorer is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL	Passed	IN3 412 OUT158
Tool Calling - Irrelevance: Mixed Distractors 8 passed	100.0%	IN26 008 OUT624
✓	NoToolForAirQualityBFCL/irrelevance_40: current air quality asked; only a plant-biomass calculator is available.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL	Passed	IN3 252 OUT117
✓	NoToolForFavoriteRestaurantBFCL/irrelevance_31: a favorite restaurant recommendation asked; only a cell-division simulator is available.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL	Passed	IN3 248 OUT75
✓	NoToolForGlobalWarmingDocumentaryBFCL/irrelevance_38: a documentary (video) asked; only a scientific-research-paper retriever is available (wrong medium).1 AI query 0 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN3 249 OUT53
✓	NoToolForLasagnaIngredientsBFCL/irrelevance_47: recipe ingredients asked; only a flight-timetable tool is available.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL	Passed	IN3 249 OUT187
✓	NoToolForLionDominantTraitBFCL/irrelevance_34: dominant genetic trait of a species asked; only a gene-variant-FREQUENCY lookup is available (different genetic output).1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN3 251 OUT58
✓	NoToolForMultinucleatedCellNameBFCL/irrelevance_30: name of a cell type with multiple nuclei asked; only a blood-cell classifier (by shape/size) is available.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN3 255 OUT55
✓	NoToolForPicnicSpotBFCL/irrelevance_37: a picnic spot asked; only a local-fauna information tool is available.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN3 248 OUT72
✓	NoToolForTranslationBFCL/irrelevance_52: natural-language translation asked; only a file-compression tool is available.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL	Passed	IN3 256 OUT7
Tool Calling - Irrelevance: Motion, Electricity & Misc 9 passed1 failed	90.0%	IN42 740 OUT1 297
×	NoToolForCarProjectileRangeBFCL/irrelevance_16: projectile-style "how far will a car travel" asked with symbolic v/t/theta; the range tool needs concrete numeric velocity + angle -> nothing to pass -> no tool fits.1 AI query 2 tool callscategory:ToolCallinglevel:Hardsource:BFCL Assertion expression evaluated to false: response.ToolCalls.Count == 0 Values: response.ToolCalls.Count = 2	Failed	IN10 865 OUT380
✓	NoToolForConeVolumeBFCL/irrelevance_19: cone volume asked; only an investment-return calculator is available.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL	Passed	IN3 547 OUT115
✓	NoToolForCurrentClockTimeBFCL/irrelevance_17: current clock time asked; only a travel-time (distance/speed) calculator is available.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN3 536 OUT47
✓	NoToolForElectronMassBFCL/irrelevance_24: mass of an electron asked (a knowledge fact); only an electric-current tool is available.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN3 537 OUT42
✓	NoToolForFibonacciOf20BFCL/irrelevance_51: fibonacci number asked; only a cryptocurrency-price tool is available (the fibonacci calculator lives in a different file so it cannot satisfy this query).1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL	Passed	IN3 538 OUT89
✓	NoToolForForceAngleFromMomentumBFCL/irrelevance_18: angle of a force from momentum asked; only a vector-angle-from-XY-components tool is available.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN3 543 OUT99
✓	NoToolForHorrorMovieListBFCL/irrelevance_50: movie recommendations asked; only a Celsius-to-Fahrenheit converter is available.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL	Passed	IN3 543 OUT410
✓	NoToolForMagneticFieldNearWireBFCL/irrelevance_21: magnetic field near a current-carrying wire asked; only an EM-wave-amplitude tool is available (magnetic-field calculators are deliberately kept in a different file).1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN3 552 OUT45
✓	NoToolForSineOf45DegreesBFCL/irrelevance_45: sine of an angle asked; only a polygon-drawing tool is available.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL	Passed	IN3 538 OUT23
✓	NoToolForTeslaPriceBFCL/irrelevance_46: product price of a car asked; only a currency-exchange-rate tool is available.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN3 541 OUT47
Tool Calling - Irrelevance: Music Theory & Lookup 8 passed	100.0%	IN25 588 OUT1 268
✓	NoToolForAncientGreekLawmakersBFCL/irrelevance_171: who established laws in Ancient Greece asked (history); only a musical-piece composer search is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN3 196 OUT325
✓	NoToolForBasketballGameAtVenueBFCL/irrelevance_169: who is playing a basketball game at a venue asked; only concert-locating tools exist.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN3 199 OUT50
✓	NoToolForBluesScalePatternBFCL/irrelevance_176: the interval pattern of a blues scale asked; only composer lookups are available (get_blues_scale lives in E2) -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN3 201 OUT287
✓	NoToolForDonQuixoteAuthorBFCL/irrelevance_172: author of the novel Don Quixote asked; only music-composition lookups exist -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN3 194 OUT16
✓	NoToolForFamousUsComposersBFCL/irrelevance_170: most famous US composers asked (general knowledge, no specific piece); only a chord-progression creator + piece-specific composer lookups exist -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN3 197 OUT350
✓	NoToolForGrammyBestAlbumBFCL/irrelevance_177: Grammy Award winner asked; only a song chord-progression lookup is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN3 202 OUT40
✓	NoToolForPrimaryTriadsOfKeyBFCL/irrelevance_173: primary triads of a key asked; only a genre-common-chords finder is available (primary_triads lives in E2) -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN3 200 OUT96
✓	NoToolForUniversityClassAvailabilityBFCL/irrelevance_168: availability of a university class asked; only concert-availability / concert-search tools are available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN3 199 OUT104
Tool Calling - Irrelevance: Probability & Legal 4 passed1 failed	80.0%	IN16 840 OUT795
✓	NoToolForFaceCardProbabilityBFCL/irrelevance_64: probability of drawing a face card from a deck asked; only a COIN-toss heads probability tool is available (coins, not cards) -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN2 798 OUT133
✓	NoToolForHomeElectricityNeedBFCL/irrelevance_58: home electricity demand (kWh) asked; only a solar-panel COUNT calculator is available (it sizes panels, not electricity need, and needs sunlight hours not given) -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN2 801 OUT48
✓	NoToolForNoiseComplaintProcessBFCL/irrelevance_91: how/whether to report a noise complaint asked; only a law-category listing tool is available (it lists legal categories, it does not file or advise on complaints) -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN2 798 OUT11
×	NoToolForRedMarbleCountBFCL/irrelevance_65: number of red marbles asked; only a determine-population tool is available (it returns a total population from probability + sample size, not a sub-category count) -> no tool fits.1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL Assertion expression evaluated to false: response.ToolCalls.Count == 0 Values: response.ToolCalls.Count = 1	Failed	IN5 646 OUT76
✓	NoToolForTenantRightsBFCL/irrelevance_89: explaining tenant rights asked; only a contract-generation tool is available (generating a contract does not explain rights) -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL	Passed	IN2 797 OUT527
Tool Calling - Irrelevance: Recipes & Cooking 8 passed1 skipped	100.0%	IN27 658 OUT1 588
✓	NoToolForBestGameCharacterBFCL/irrelevance_206: best game character vs a dragon asked; only a best-WEAPON finder available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN3 461 OUT584
✓	NoToolForBestMovie2020BFCL/irrelevance_235: best MOVIE of 2020 asked; only a currency-exchange calculator available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL	Passed	IN3 458 OUT144
✓	NoToolForBuildingAPcBFCL/irrelevance_209: how to build a PC asked; only a cooking-recipe retriever available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL	Passed	IN3 453 OUT691
✓	NoToolForFamousPlaceInParisBFCL/irrelevance_210: most famous PLACE in Paris asked; only a restaurant-by-dish search available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL	Passed	IN3 455 OUT13
✓	NoToolForGameShortestPathBFCL/irrelevance_208: shortest in-game path asked; only a taxi-fare calculator available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL	Passed	IN3 463 OUT97
✓	NoToolForInchToMeterBFCL/irrelevance_234: LENGTH conversion (inches to metres) asked; only a CURRENCY converter available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN3 454 OUT15
✓	NoToolForLowestGameScoreBFCL/irrelevance_207: LOWEST game score asked; only a HIGHEST-score retriever available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN3 458 OUT30
✓	NoToolForNewYorkPopulationBFCL/irrelevance_225: current POPULATION of New York asked; only a time-zone converter available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL	Passed	IN3 456 OUT14
–	NoToolForQuickestFlightLondonTokyoBFCL/irrelevance_236: quickest way to fly London->Tokyo asked; a flight-duration tool is available. REVIEW FLAG (fairness): get_flight_duration plausibly answers this ("quickest ... by plane" ~= quickest flight duration), so a competent human might legitimately call it. Kept as BFCL labels it (irrelevant), but this item is borderline. Marked Hard because the intended "no call" is debatable.0 AI queries 0 tool callscategory:ToolCallinglevel:Hardsource:BFCL Skipped: Not a valid irrelevance item (item flaw): the case's own tool 'get_flight_duration' (with flight_type non-stop) plausibly answers 'quickest way ... by plane' - BFCL-mislabeled/borderline-relevant. Kept for traceability.	Skipped	IN0 OUT0
Tool Calling - Irrelevance: Restaurants & Travel 8 passed	100.0%	IN26 531 OUT519
✓	NoToolForBeijingSunsetBFCL/irrelevance_227: SUNSET time asked; only a SUNRISE calculator available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN3 315 OUT75
✓	NoToolForClosestItalianRestaurantBFCL/irrelevance_216: FIND the closest Italian restaurant asked; only a currency converter available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL	Passed	IN3 314 OUT52
✓	NoToolForFindSushiRestaurantBFCL/irrelevance_214: FIND a sushi restaurant asked; only a tip calculator available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN3 316 OUT52
✓	NoToolForNearestPharmacyBFCL/irrelevance_237: FIND the nearest pharmacy asked; only a route-to-a-known-location planner available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN3 316 OUT52
✓	NoToolForPetFriendlyTrainStationBFCL/irrelevance_230: a pet-friendly TRAIN STATION asked; only hotel search tools available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN3 315 OUT53
✓	NoToolForSushiRestaurantsTokyoBFCL/irrelevance_229: FIND sushi RESTAURANTS asked; only hotel-booking tools available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL	Passed	IN3 316 OUT26
✓	NoToolForThaiRestaurantChicagoBFCL/irrelevance_231: FIND a Thai RESTAURANT asked; only a hotel-availability checker available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN3 317 OUT90
✓	NoToolForYogaRetreatBFCL/irrelevance_232: a yoga RETREAT asked; only a HOTEL search tool available. REVIEW FLAG (fairness): a retreat is not a hotel, but hotel_search_find_hotels accepts arbitrary amenities (spa, vegetarian) and a location, so it is somewhat tempting. BFCL labels this irrelevant (retreat != hotel); kept as such and marked Hard because the boundary is borderline.1 AI query 0 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN3 322 OUT119
Tool Calling - Irrelevance: Sports & Games (set 1) 9 passed1 failed	90.0%	IN39 303 OUT1 326
×	NoToolForAssistAverageBFCL/irrelevance_185: assist average asked; only an average-SCORING tool is available -> no tool fits.1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL Assertion expression evaluated to false: response.ToolCalls.Count == 0 Values: response.ToolCalls.Count = 1	Failed	IN7 167 OUT80
✓	NoToolForBestChessMoveBFCL/irrelevance_194: best next move asked; only a board-game-STATISTICS tool is available (the move-suggesting board_analyser lives in E4) -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN3 574 OUT97
✓	NoToolForChessArrangementCountBFCL/irrelevance_196: total theoretical arrangements asked; only a final-score calculator is available (possible_moves lives in E4) -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN3 574 OUT11
✓	NoToolForFootballTeamRankingBFCL/irrelevance_186: ranking of a team asked; only a season-MVP tool is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN3 570 OUT17
✓	NoToolForIceCreamStoreBFCL/irrelevance_201: find a physical store asked; only a video-game guide is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL	Passed	IN3 567 OUT77
✓	NoToolForMostHeartsInPokerBFCL/irrelevance_199: who holds most of a suit asked; only a poker-dealing tool is available (get_highest_card_holder lives in E4) -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN3 574 OUT183
✓	NoToolForPlayerBiographyBFCL/irrelevance_189: a biographical "who is X" asked; only a top-ranked-athlete lookup is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN3 567 OUT94
✓	NoToolForTeamRosterBFCL/irrelevance_192: full roster asked; only a top-scorer tool is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN3 569 OUT144
✓	NoToolForUnoRulesBFCL/irrelevance_198: the rules of a game asked; only a deck-shuffling tool is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN3 571 OUT589
✓	NoToolForWorldCupWinnerBFCL/irrelevance_191: who won a tournament asked (no team named); only a per-team match-stats tool exists.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN3 570 OUT34
Tool Calling - Irrelevance: Sports & Games (set 2) 7 passed2 failed	77.8%	IN38 178 OUT861
✓	NoToolForBlackjackAceRuleBFCL/irrelevance_200: a rules question asked; only a poker highest-card-holder tool is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN3 469 OUT39
✓	NoToolForBookAuthorBFCL/irrelevance_205: author of a book asked; only a video-game score calculator is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL	Passed	IN3 473 OUT19
✓	NoToolForChessTournamentWinnerBFCL/irrelevance_195: who won a tournament asked; only a board-position move-suggester is available (the game-history fetch_game_stats lives in E3) -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN3 470 OUT20
✓	NoToolForCreateJigsawBFCL/irrelevance_204: CREATE a puzzle asked; only a puzzle-SOLVING tool is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN3 463 OUT107
×	NoToolForHaloPlayerRankBFCL/irrelevance_203: a player's RANK asked; only a player-SCORE lookup is available -> no tool fits.1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL Assertion expression evaluated to false: response.ToolCalls.Count == 0 Values: response.ToolCalls.Count = 1	Failed	IN6 951 OUT88
×	NoToolForLakersTopScorerBFCL/irrelevance_193: top scorer of a team asked; only a team-details tool (roster/results/upcoming, not scorers) is available (sports_team.get_top_scorer lives in E3) -> no tool fits.1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL Assertion expression evaluated to false: response.ToolCalls.Count == 0 Values: response.ToolCalls.Count = 1	Failed	IN6 952 OUT119
✓	NoToolForMonopolyWinnerBFCL/irrelevance_197: who won a casual game asked; only a possible-moves calculator is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN3 468 OUT33
✓	NoToolForTopTennisPlayerBFCL/irrelevance_190: top ranked PLAYER asked; only a TEAM standing/ranking tool is available (the athlete-ranking get_top_ranked lives in E3) -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN3 467 OUT387
✓	NoToolForWorldSeriesWinnerBFCL/irrelevance_202: who won a real game asked; only a score calculator (from raw points) is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN3 465 OUT49
Tool Calling - Irrelevance: Sports Statistics 8 passed1 failed	88.9%	IN35 099 OUT1 060
✓	NoToolForBasketballSeasonMvpBFCL/irrelevance_187: who won the MVP asked; only a team-ranking tool is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN3 511 OUT312
✓	NoToolForClippersRosterBFCL/irrelevance_179: roster of a team asked; only a two-team game-results tool is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN3 504 OUT109
✓	NoToolForCommonChordsInPopBFCL/irrelevance_174: most common chords in a pop song asked; only a key-signature primary-triads tool is available (find_common_chords lives in E1) -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN3 509 OUT236
×	NoToolForCricketMatchParticipantsBFCL/irrelevance_180: who is playing in cricket matches today asked; only a cricket-schedule tool (dates/matches, not participants) is available -> no tool fits.1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL Assertion expression evaluated to false: response.ToolCalls.Count == 0 Values: response.ToolCalls.Count = 1	Failed	IN7 029 OUT148
✓	NoToolForLaLigaPlayersBFCL/irrelevance_181: who played in a whole league asked; only a two-named-team last-match-result tool exists.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN3 504 OUT154
✓	NoToolForMoonlightSonataComposerBFCL/irrelevance_175: composer of Moonlight Sonata asked; only a blues-scale generator is available here (all composer-lookup tools are isolated in E1) -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN3 507 OUT13
✓	NoToolForNbaMvpWinnerBFCL/irrelevance_184: who won an MVP award asked (no player named); only a per-player stats tool that requires a player name is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN3 513 OUT47
✓	NoToolForTopAssistPlayerBFCL/irrelevance_178: top ASSIST player asked; only a top-GOAL-scorer tool is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN3 508 OUT19
✓	NoToolForWimbledonChampionBFCL/irrelevance_183: winner of a tournament asked (no person named); only a celebrity-info tool that requires a name is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN3 514 OUT22
Tool Calling - Irrelevance: Time, Weather & Misc 2 passed1 failed1 skipped	66.7%	IN10 350 OUT204
×	NoToolForCityDistanceKmBFCL/irrelevance_239: DISTANCE (km) between two cities asked; only a get_date tool that returns the TIME difference between two locations is available (its 'unit' arg mentions distance, but it computes time) -> no tool fits.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL Assertion expression evaluated to false: response.ToolCalls.Count == 0 Values: response.ToolCalls.Count = 1	Failed	IN5 192 OUT84
–	NoToolForCurrentTimeSydneyBFCL/irrelevance_228: current time in Sydney asked; a local-time-by-city tool is available. REVIEW FLAG (fairness): get_local_time(location='Sydney') directly answers this, so a competent human would legitimately call it. BFCL nonetheless files it under irrelevance; kept as such to preserve the source label, but this item is effectively RELEVANT and should be reviewed. Marked Hard because the "no call" expectation is contradicted by the tool itself.0 AI queries 0 tool callscategory:ToolCallinglevel:Hardsource:BFCL Skipped: Not a valid irrelevance item (item flaw): the case's own tool 'get_local_time' directly answers 'current time in Sydney' - BFCL-mislabeled relevant. Kept for traceability.	Skipped	IN0 OUT0
✓	NoToolForTomatoCaloriesBFCL/irrelevance_222: CALORIES in a tomato asked; only a grocery-item-details lookup available. REVIEW FLAG (fairness): item_details at 'detailed' level could arguably surface nutrition info, and it requires a store_location the user never gave; BFCL labels it irrelevant (it is a grocery-store item lookup, not a nutrition-facts service). Kept as such; marked Medium as borderline.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN2 580 OUT52
✓	NoToolForWriteABookBFCL/irrelevance_217: "can you write a book" asked; only a recipe-CREATION tool available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL	Passed	IN2 578 OUT68
Tool Calling - Irrelevance: Weather, Environment & Services 10 passed	100.0%	IN36 637 OUT1 365
✓	NoToolForBestCo2ReductionBFCL/irrelevance_108: the best way to reduce CO2 asked; only a numeric emission-reduction estimator is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN3 662 OUT305
✓	NoToolForBestMonthToVisitBFCL/irrelevance_101: best month to visit Hawaii asked; only an average-monthly-temperature tool is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN3 660 OUT168
✓	NoToolForCactusNutrientsBFCL/irrelevance_109: a plant's nutrient needs asked; only a weekly watering-needs calculator is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN3 667 OUT164
✓	NoToolForCurrentTimeWeatherBFCL/irrelevance_103: the current time asked; only a current-weather forecast tool is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN3 661 OUT18
✓	NoToolForGardenSpeciesCompositionBFCL/irrelevance_107: garden species composition asked; only a soil sand/silt/clay composition analyzer is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN3 664 OUT261
✓	NoToolForGmoYogaMatBFCL/irrelevance_111: a GMO yoga mat asked; only an eco-friendly product locator is available (GMO is not eco-friendly) -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN3 663 OUT94
✓	NoToolForImpactfulCasesBFCL/irrelevance_94: a firm's impactful cases asked; only a single-case detail lookup is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN3 671 OUT20
✓	NoToolForPaintingEiffelCaseResultBFCL/irrelevance_96: how long to paint the Eiffel Tower asked; only a law-case result lookup is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL	Passed	IN3 663 OUT89
✓	NoToolForPollinationFlowersBFCL/irrelevance_105: top pollination flower species asked; only a route elevation-profile plotter is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL	Passed	IN3 665 OUT20
✓	NoToolForTomatoFertilizerBFCL/irrelevance_106: best fertilizer for tomatoes asked; only a soil-type analyzer is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN3 661 OUT226
Tool Calling - Parallel Calls: Art, Music & Local Services 9 passed1 failed1 skipped	90.0%	IN112 384 OUT2 367
–	CalculateDrivingDistancesShortestRouteBFCL/parallel_38: two calc_distance calls — New York→Washington DC and Los Angeles→San Francisco. Tightened per methodology: the prompt explicitly enables "shortest route", so shortest_route == true is required (schema default is false).0 AI queries 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL Skipped: Ambiguous scope (item flaw, not model behavior): the trailing 'with optional parameter shortest route enabled' can reasonably apply to only the second leg (its nearest clause) or to both; the BFCL ground truth requires it on both, but a competent human would not answer deterministically. Kept for traceability.	Skipped	IN0 OUT0
✓	CheckInstrumentAvailabilityInTwoCitiesBFCL/parallel_42: two check_instrument_availability calls — Yamaha P125 in Berlin and Madrid.1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN7 490 OUT146
✓	FindMusicStoresInTwoCitiesBFCL/parallel_41: two find_music_instrument_store calls — San Francisco and Chicago; instruments {Yamaha acoustic guitar, Kawai piano} in any order and either casing.1 AI query 2 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN7 515 OUT156
✓	FindRockAndJazzConcertsInTwoCitiesBFCL/parallel_43: four concert_finder calls — {San Francisco, New York} x {rock, jazz} over the next month. time_period may be omitted (defaults to 30 days ≈ "next month"). Isolated from concert_find_nearby (parallel_44) into a separate script: both locate concerts by location+genre and would otherwise create an ambiguous tool choice.1 AI query 4 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN7 776 OUT263
✓	GetExhibitionDetailsForTwoMuseumsBFCL/parallel_40: two museum_exhibition_detail calls — 'Wonder of Nature' at the Louvre and 'Age of Reptiles' at the British Museum. visitor_type {child, adult} (unordered). Tightened per methodology: the prompt explicitly asks for cost "for children and adult", so both visitor types are required (schema default is ['adult'] only).1 AI query 2 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN7 552 OUT284
✓	GetMostPlayedPopAndRockSongsBFCL/parallel_45: two musicCharts_getMostPlayed calls — most played Pop and Rock song in Australia. Optional duration omitted (ground truth accepts the schema default of 0).1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN7 474 OUT174
×	GetMuseumInfoForTwoCitiesBFCL/parallel_39: two museum_info_get_info calls — Washington D.C. and Paris; details {Opening hours, Adult tickets, Child tickets} in any order.1 AI query 5 tool callscategory:ToolCallinglevel:Hardsource:BFCL Assertion expression evaluated to false: response.ToolCalls.Count == expectedCount Values: response.ToolCalls.Count = 5 expectedCount = 2	Failed	IN40 514 OUT458
✓	GetRgbAndHexForThreeColorsBFCL/parallel_37: three color_converter_get_color_info calls — navy, purple, maroon; each with {RGB, HEX} (unordered).1 AI query 3 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN7 626 OUT292
✓	GetTeamRankingsInTwoLeaguesBFCL/parallel_47: two get_team_ranking calls — Barcelona in UEFA Champions League and Manchester United in La Liga.1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN11 143 OUT147
✓	MixPaintColorsForTwoRequestsBFCL/parallel_36: two paint_color_mixture calls — watercolor magenta and acrylic navy.1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN7 524 OUT123
✓	WinningPercentageForTwoTeamsTwoSeasonsBFCL/parallel_46: four calculate_winning_percentage calls — {Lakers, Bulls} x {2018, 2020}.1 AI query 4 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN7 770 OUT324
Tool Calling - Parallel Calls: Data, Geo & Life Sciences (set 1) 13 passed	100.0%	IN111 786 OUT4 393
✓	AverageFourNumberSetsBFCL/parallel_132: four calculate_average calls — one per list of numbers (element order preserved).1 AI query 4 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN8 768 OUT470
✓	CalculateBmiFourPeopleMetricBFCL/parallel_134: four calculate_bmi calls (weight kg, height cm). Tightened: the prompt states "All measurements are in the metric system", so unit == "metric" is required (also the default).1 AI query 4 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN8 794 OUT395
✓	CalculateCityDistancesInKilometersBFCL/parallel_135: three geo_distance_calculate calls — NY->LA->Miami->NY, in kilometers. Tightened: the tool defaults to miles but the prompt asks "in kilometers", so units == "kilometers" is REQUIRED (omission would return miles, contradicting the request — the ground truth's "omit" option is unsafe here).1 AI query 3 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN8 527 OUT322
✓	CalculateGpsDistancesAlongRouteBFCL/parallel_133: three calculate_distance calls over GPS coordinate pairs (Paris->Rome->Athens-> Giza), each in kilometers. Uses the coordinate-based tool (coord1/coord2), not the city-name distance tools that are also visible.1 AI query 3 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN8 794 OUT418
✓	CompareAverageTemperatureNyAndLaBFCL/parallel_128: two average_temperature calls — New York 7 days in Fahrenheit, Los Angeles 7 days in Celsius. Tightened: the prompt explicitly requests Fahrenheit for NY, so temp_unit == "Fahrenheit" is required (also the default); Celsius is non-default and required for LA.1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN8 362 OUT248
✓	CreateTwoHistogramsWithFiveBinsBFCL/parallel_129: two create_histogram calls — one per data set, 5 bins each (data order preserved).1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN8 826 OUT264
✓	EstimateElephantPopulationThreeScenariosBFCL/parallel_125: three elephant_population_estimate calls — current 500 at 2%, 1.5%, 2.5% over 10y.1 AI query 3 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN8 703 OUT348
✓	FindItalianRestaurantsInNyAndLaBFCL/parallel_130: two find_restaurants calls — New York and Los Angeles, Italian, 4 results each, dietary_requirements [vegan, gluten-free]. Distinct from restaurant_find_nearby (this tool carries food_type + number, which the prompt supplies, so it is the correct choice here).1 AI query 2 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN8 426 OUT243
✓	FindRestaurantsByDietInThreeCitiesBFCL/parallel_127: three restaurant_find_nearby calls — New York, Los Angeles, Chicago, each with dietary_preference [Vegan, Gluten-free, Dairy-free]. List order follows the prompt (matches ground truth).1 AI query 3 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN8 549 OUT375
✓	PredictEvolutionDarwinAndLamarckBFCL/parallel_126: two prediction_evolution calls — African Elephant over 5000y, Darwin then Lamarck. Tightened per methodology: the prompt explicitly says "using the Darwin model", so model == "Darwin" is required for the first call (ground truth also accepts omission via the 'Darwin' default).1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN8 385 OUT313
✓	ProjectPopulationGrowthJapanAndIndiaBFCL/parallel_124: four population_projections calls — Japan/10y and India/20y, each at the current (default) growth rate and at an explicit rate. "current growth rate" maps to the default (growth_rate omitted, accepts null or 0.01); the explicit 1.5%/2.1% rates are required.1 AI query 4 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN8 710 OUT456
✓	RouteThreeLegsAvoidingTollsBFCL/parallel_131: three map_routing_fastest_route calls — SF->Palo Alto->San Jose->home, all avoiding tolls. Tightened: the prompt explicitly says "avoiding toll roads", so avoid_tolls == true is required for every leg (non-default value stated in the prompt).1 AI query 3 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN8 555 OUT300
✓	ShortestCityDistanceBusWithAndWithoutTransferBFCL/parallel_136: two city_distance_find_shortest calls — NY->LA by bus, first without transfer then allowing transfer. Tightened: the prompt explicitly says "using a bus", so transportation == "bus" is required for both (also the default). allow_transfer: false/omitted for the first, true for the second.1 AI query 2 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN8 387 OUT241
Tool Calling - Parallel Calls: Data, Geo & Life Sciences (set 2) 13 passed1 failed	92.9%	IN134 331 OUT4 739
✓	CalculateAreaOfThreeTrianglesBFCL/parallel_143: three calc_area_triangle calls — (10,5), (15,7), (20,10).1 AI query 3 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN8 962 OUT171
✓	CalculateBinomialProbabilityBasketballBFCL/parallel_161: three calculate_binomial_probability calls — basketball shooter at 60%: (10,7), (15,10), (20,15). probability_of_success == 0.6 is required (prompt states 60%). ISOLATED here (away from prob_dist.binomial in ToolCalling-Parallel-D3): both tools compute binomial probability, and this prompt does not name a function, so having both visible would make the choice genuinely ambiguous. Kept apart so exactly one correct tool is available.1 AI query 3 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN9 041 OUT433
✓	CalculateBmiInMetersForThreePeopleBFCL/parallel_138: three calculate_BMI calls (weight kg, height meters) — John, Sarah, Mike.1 AI query 3 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN9 023 OUT322
✓	CalculateCelestialDistancesInMilesBFCL/parallel_149: two calculate_distance calls between celestial bodies (Mars-Venus, Mars-Jupiter), in miles. Uses the body-name distance tool (body1/body2). Tightened: prompt asks "in miles", so unit == "miles" is required (tool default is kilometers, so omission would be wrong).1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN8 768 OUT183
✓	CalculateClockAnglesAtThreeTimesBFCL/parallel_145: three calculate_clock_angle calls — 3:15, 8:20, 11:50. Tightened: the prompt asks for results "rounded to 2 decimal places", so round_to == 2 is required (also the default).1 AI query 3 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN8 943 OUT441
✓	CalculateFactorialOfFourNumbersBFCL/parallel_144: four math_factorial calls — 5, 3, 4, 2.1 AI query 4 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN8 972 OUT221
✓	CalculateLightTravelTimeThreeLegsBFCL/parallel_147: three light_travel_time calls — 4.22, 6.1, 5.88 light years. Tightened: the prompt explicitly states the speed of light (299792458 m/s), so speed_of_light == 299792458 is required (also default).1 AI query 3 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN9 029 OUT416
✓	CalculateSpeedForCarBicycleTrainBFCL/parallel_148: three calculate_speed calls — car 500m/25s in km/h, bicycle 1000m/200s in m/s, train 10000m/600s in km/h. Each output unit is explicitly named in the prompt, so to_unit is required.1 AI query 3 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN9 044 OUT297
×	FetchAllDataFieldsForTwoEmployeesBFCL/parallel_139: two employee_fetch_data calls — Tech Solutions, employees 12345 and 67890, each fetching all four data fields (order follows the prompt / ground truth).1 AI query 3 tool callscategory:ToolCallinglevel:Hardsource:BFCL Assertion expression evaluated to false: response.ToolCalls.Count == expectedCount Values: response.ToolCalls.Count = 3 expectedCount = 2	Failed	IN17 361 OUT394
✓	FindDiCaprioDramaAndComedyMoviesBFCL/parallel_140: two imdb_find_movies_by_actor calls — Leonardo DiCaprio, Drama in 2010 and Comedy in 2012. Tightened: the prompt explicitly names each category, so category is required for both.1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN8 764 OUT287
✓	GetImaxAndTwoDTheaterReleasesBFCL/parallel_141: two get_theater_movie_releases calls — New York IMAX over 7 days, Los Angeles 2D over 14 days. Tightened: the prompt explicitly names each format, so format is required for both.1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN8 793 OUT194
✓	PlotTwoSineWavesBFCL/parallel_146: two plot_sine_wave calls with all five parameters supplied by the prompt.1 AI query 2 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN8 899 OUT254
✓	SortFourListsAscendingAndDescendingBFCL/parallel_137: eight array_sort calls — four lists, each sorted ascending AND descending (list element order preserved as given).1 AI query 8 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN9 848 OUT870
✓	UpdateTwoCustomersNameAndEmailBFCL/parallel_142: two update_user_info calls — users 12345 and 67890, both set name "John" and email "example@.com". update_info is a nested object. Tightened: the prompt names the 'CustomerInfo' database, so database == "CustomerInfo" is required (also the default).1 AI query 2 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN8 884 OUT256
Tool Calling - Parallel Calls: Data, Geo & Life Sciences (set 3) 10 passed1 failed	90.9%	IN114 171 OUT4 067
✓	AreaUnderCurveForTwoPolynomialsBFCL/parallel_150: two mathematics_calculate_area_under_curve calls — polynomial [3,-2,1] over [-1,2] and [1,0,-1] over [0,3] (coefficient/limit order preserved).1 AI query 2 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN7 834 OUT219
✓	BinomialProbabilitiesThreeGamesBFCL/parallel_160: three prob_dist_binomial calls — (20,5), (50,15), (100,30), each with p == 0.3 (prompt states a 0.3 win probability). The prompt explicitly names 'prob_dist.binomial'; the colliding calculate_binomial_probability tool is kept in a separate script (ToolCalling-Parallel-D2).1 AI query 3 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN8 005 OUT413
✓	CalculateBmiSystemFourPeopleBFCL/parallel_154: four calculate_bmi calls (weight kg, height cm). Tightened: the prompt says "use the metric system for all calculations", so system == "metric" is required (also the default).1 AI query 4 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN8 132 OUT399
✓	DiceRollProbabilitiesThreeScenariosBFCL/parallel_159: three probability_dice_roll calls — roll 4 three times and roll 2 twice on a six-sided die (die_sides default 6, accepts omission), then roll 7 twice on an eight-sided die (die_sides == 8 required, non-default).1 AI query 3 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN7 942 OUT336
✓	GenerateNormalVariatesTwoConfigsBFCL/parallel_158: four random_normalvariate calls — two at (mu 5, sigma 2) and two at (mu 10, sigma 3). Duplicate calls: each configuration must appear exactly twice (multiplicity 2).1 AI query 4 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN8 068 OUT498
✓	PredictPricesForFourHousesBFCL/parallel_157: four predict_house_price calls — New York (3/2/1500), Los Angeles (4/3/2000), Chicago (2/1/1200), Miami (3/2/1800).1 AI query 4 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN8 256 OUT482
✓	RaiseTwoNumbersToPowersBFCL/parallel_152: two math_power calls — 3^5 and 2^3, no modulus (mod omitted / null).1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN7 688 OUT146
✓	RunLinearRegressionWithAndWithoutStandardizationBFCL/parallel_155: two run_linear_regression calls — same predictors [Age, Income, Education] and target "Spending Score", first without standardization then with. standardize is explicitly requested (false then true), so it is required for both.1 AI query 2 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN7 900 OUT281
×	TrainRandomForestFourConfigsBFCL/parallel_156: four random_forest_train calls on "data_random_forest" — (100,10), (200,20), (300,30), (400,40). The prompt explicitly names this function, disambiguating it from train_random_forest_classifier visible in this script.1 AI query 5 tool callscategory:ToolCallinglevel:Hardsource:BFCL Assertion expression evaluated to false: response.ToolCalls.Count == expectedCount Values: response.ToolCalls.Count = 5 expectedCount = 4	Failed	IN34 506 OUT779
✓	TrainRfClassifierTwoConfigsBFCL/parallel_153: two train_random_forest_classifier calls — dataset1 (depth 10, 100 trees) and dataset2 (depth 20, 200 trees). The prompt explicitly names this function, disambiguating it from the other random-forest training tool (random_forest_train) visible in this script.1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN7 878 OUT216
✓	TriangleAreasInDifferentUnitsBFCL/parallel_151: three geometry_area_triangle calls in different units — (15,20) square meters, (25,30) square feet, (35,40) square inches. First unit is the default (accepts omission / square meters); feet and inches are non-default and required.1 AI query 3 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN7 962 OUT298
Tool Calling - Parallel Calls: Finance, Stats & Legal 13 passed	100.0%	IN110 767 OUT3 683
✓	BuildTwoDecisionTreeClassifiersBFCL/parallel_12: two model_DecisionTreeClassifier calls — gini/depth 5 and entropy/depth 10, both random_state 1.1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN8 444 OUT190
✓	CalculateFutureValueForThreeTermsBFCL/parallel_18: three financials_calculate_future_value calls — years 1, 5, 10 (same 1000 @ 0.05).1 AI query 3 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN8 606 OUT297
✓	CalculatePresentValueForThreeTermsBFCL/parallel_14: three calculate_present_value calls — years 10, 20, 30 (same payment 1000, rate 0.05).1 AI query 3 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN8 603 OUT288
✓	CapitalGainsTaxForTwoStatesBFCL/parallel_15: two calculate_capital_gains_tax calls — CA (15000/25000) and FL (20000/50000).1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN8 496 OUT251
✓	ComputePythagorasForTwoTrianglesBFCL/parallel_10: two math_pythagoras calls — sides (3,4) and (5,12).1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN8 387 OUT198
✓	ConfidenceIntervalForTwoSampleSizesBFCL/parallel_13: two confidence_interval_calculate calls — sample sizes 50 and 150. Tightened per methodology: the prompt explicitly requests "95% confidence interval", so confidence_level == 0.95 is required (schema default is 0.9, but the prompt states the value).1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN8 499 OUT332
✓	CourtCaseStatusAndTrialDatesBFCL/parallel_22: four court_info_get_case_status calls — cases XY1234 (LA) and GH5678 (Orange County), each queried for status (details may be omitted via the 'status' default) and for trial_date.1 AI query 4 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN8 758 OUT423
✓	GetStockPriceAndVolumeForThreeCompaniesBFCL/parallel_17: three get_stock_data calls — AAPL, GOOG/GOOGL, MSFT; each with data_points {price, volume} (unordered).1 AI query 3 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN8 538 OUT266
✓	LoanEligibilityForTwoInstitutionsBFCL/parallel_20: two loan_eligibility_check calls — HSBC (500k/100k) and Wells Fargo (700k/120k).1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN8 511 OUT275
✓	MortgagePaymentForThreeLoanTermsBFCL/parallel_19: three calculate_mortgage_payment calls — loan terms 15, 20, 30 (400000 @ 0.04).1 AI query 3 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN8 631 OUT428
✓	PredictHousePriceInTwoCitiesBFCL/parallel_11: two ml_predict_house_price calls — New York 3000 sq ft, Los Angeles 4000 sq ft.1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN8 418 OUT173
✓	ReturnOnInvestmentGainAndLossBFCL/parallel_16: two calculate_return_on_investment calls — gain 500 on 2000, loss -1000 on 5000.1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN8 449 OUT210
✓	SearchMoneyLaunderingConvictionsBFCL/parallel_21: two law_crimes_search calls — money laundering in San Francisco 2019 and Texas 2018.1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN8 427 OUT352
Tool Calling - Parallel Calls: Legal, History & Environment 11 passed2 failed1 skipped	84.6%	IN137 537 OUT3 560
✓	BookTwoConnectingFlightsBFCL/parallel_30: two book_flight calls — San Francisco→Tokyo (2022-05-03) and Tokyo→Sydney (2022-05-18).1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN9 061 OUT196
✓	CalculateAlimonyForTwoDurationsBFCL/parallel_23: two alimony_calculator_ca_calculate calls — durations 10 and 20 years (10000/3000 income).1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN9 124 OUT161
✓	CalculateWasteForFamilyAndBachelorBFCL/parallel_29: two waste_calculation_calculate calls — LA family (2 adults, 2 children) and New York bachelor (1 single). The population argument is a nested object.1 AI query 2 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN9 074 OUT285
✓	FetchTwoHistoricalFactsBFCL/parallel_31: two history_fact_fetch calls — Treaty of Paris and Magna Carta. Optional depth/year omitted (ground truth accepts the schema defaults).1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN9 010 OUT517
✓	FindClassicalConcertsWithParkingBFCL/parallel_44: two concert_find_nearby calls — classical concerts near Berlin and Paris next Friday. Tightened per methodology: the prompt explicitly asks for concerts "with available parking", so amenities == ['Parking'] is required (this also matches the schema default, but the prompt states it). Isolated from concert_finder (parallel_43) into a separate script: both locate concerts by location+genre and would otherwise create an ambiguous tool choice.1 AI query 2 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN9 038 OUT260
–	FindCourtCasesByNumberAndTypeBFCL/parallel_26: four court_case_find calls — the cross product of case numbers {67813, 71249} and types {Civil, Criminal}; case_number is a single-element array; Civil may be omitted via its default. FLAGGED as borderline (see report): the prompt "case numbers '67813','71249' for type 'Civil' and 'Criminal'" is ambiguous about the pairing; BFCL ground truth expects all four combinations, kept faithful.0 AI queries 0 tool callscategory:ToolCallinglevel:VeryHardsource:BFCL Skipped: Ambiguous call decomposition (item flaw, not model behavior): 'case numbers 67813, 71249 for type Civil and Criminal' has no single deterministic reading - two calls (both numbers per type, case_number as a list) is as valid as the BFCL 2x2 = four single-number calls; a competent human would not answer deterministically. Kept for traceability.	Skipped	IN0 OUT0
✓	FindNatureReservesNearTwoCitiesBFCL/parallel_27: two nature_reserve_find_nearby calls — Berkeley (10km, picnic tables + restrooms) and Tokyo (5km, playgrounds + biking trails). Amenity list order is unordered.1 AI query 2 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN9 062 OUT226
✓	GetCaseDetailsWithHistoryAndLitigantsBFCL/parallel_24: two law_case_get_details calls — cases 28473 and 64725. Tightened per methodology: the prompt explicitly asks for "their history and details of litigants", so include_history == true and include_litigants == true are required (schema defaults are false).1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN9 044 OUT233
×	GetEventsForTwoPresidenciesBFCL/parallel_32: two us_history_events_by_presidency calls — Abraham Lincoln and George Washington. Optional start_year/end_year omitted (ground truth accepts the schema defaults).1 AI query 4 tool callscategory:ToolCallinglevel:Mediumsource:BFCL Assertion expression evaluated to false: response.ToolCalls.Count == expectedCount Values: response.ToolCalls.Count = 4 expectedCount = 2	Failed	IN13 815 OUT512
✓	GetPresidentsAndVicePresidentsByYearBFCL/parallel_33: four get_president_and_vp calls — president for 1980 and 2016, vice president for 1975 and 2011.1 AI query 4 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN9 330 OUT405
✓	GetReligionInfoForTwoEmpiresBFCL/parallel_35: two ancient_empires_get_religion_info calls — Persian Empire and Mauryan Empire. Tightened per methodology: the prompt explicitly asks for "religious history and influences", so include_influences == true is required (schema default is false).1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN9 015 OUT154
✓	GetTemperatureForTwoCitiesBFCL/parallel_28: two get_current_and_future_temperature calls — Seattle and Los Angeles, next 3 hours.1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN8 987 OUT193
✓	LookupLawsuitsForTwoYearsBFCL/parallel_25: two lawsuit_lookup calls — Dara Inc for years 2019 and 2018.1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN9 032 OUT170
×	TrackChristianityInTwoRegionsBFCL/parallel_34: two religion_history_track calls — Christianity in Egypt and Turkey, 100–1500 A.D.1 AI query 3 tool callscategory:ToolCallinglevel:Mediumsource:BFCL Assertion expression evaluated to false: response.ToolCalls.Count == expectedCount Values: response.ToolCalls.Count = 3 expectedCount = 2	Failed	IN23 945 OUT248
Tool Calling - Parallel Calls: Markets & Environment 13 passed	100.0%	IN119 104 OUT4 826
✓	CalculateCagrForTwoInvestmentsBFCL/parallel_176: two calculate_cagr calls — (5000,7000,5) and (8000,12000,3).1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN8 669 OUT323
✓	CalculateEmissionSavingsForSolarAndWindBFCL/parallel_186: two calculate_emission_savings calls — solar(12 months) and wind(8 months), Midwest region. Prompt states the Midwest region explicitly -> region required (accept "Midwest"/"Midwest region").1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN8 562 OUT235
✓	CompareFutureValueWithAndWithoutContributionsBFCL/parallel_182: two finance_calculate_future_value calls — (5000,0.07,10, no contribution) and (3000,0.06,10, contribution 200). First scenario states "no additional contributions" -> null or 0.1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN8 729 OUT299
✓	ComputeEuclideanNormForThreePointsBFCL/parallel_183: three math_hypot calls — (5,7), (10,15), (20,25). z omitted or 0 (2D points).1 AI query 3 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN8 765 OUT259
✓	EstimatePopulationsForTwoSpeciesAcrossTwoYearsBFCL/parallel_185: four estimate_population calls — Bengal Tigers/India and African Elephants/Kenya for 2021 and for 2023. NOTE: upstream ground truth's third entry lists year "" (omitted -> default 2020), which is an upstream error: the prompt explicitly asks for 2023 for "both these species". We tighten both 2023 estimates to year == 2023 (fair deterministic answer).1 AI query 4 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN8 908 OUT417
✓	FindRootsForTwoQuadraticEquationsBFCL/parallel_184: two algebra_quadratic_roots calls — (3,7,2) and (5,-4,1).1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN8 682 OUT449
✓	GetClosingPricesForTwoCompaniesOnTwoDatesBFCL/parallel_178: four get_stock_price (by-date variant) calls — the 2x2 cross product of {Microsoft, Apple} x {2022-01-01, 2022-02-01} on NASDAQ. Upstream ground truth's first entry loosely lists company_name as [Microsoft, Apple]; the deterministic human answer is the four distinct (company, date) combinations, which we require. exchange NASDAQ (default) may be omitted.1 AI query 4 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN13 277 OUT413
✓	GetDetailedAirQualityForThreeDaysBFCL/parallel_187: three get_air_quality calls — New York City, detail true, for 2023-05-05, 05-04, 05-03. Prompt asks for PM2.5/PM10/ozone/sources -> detail == true; "today/yesterday/day before" with today = May 5, 2023.1 AI query 3 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN8 768 OUT381
✓	GetFourPriceTypesForTwoCompaniesBFCL/parallel_180: eight stock_price calls — {Microsoft, Apple} x {Open, Close, High, Low}, days 30. Prompt explicitly lists all four data types, so data_type must be set explicitly (required) to distinguish the eight calls; omission (default 'Close') cannot represent the four requested types.1 AI query 8 tool callscategory:ToolCallinglevel:VeryHardsource:BFCL	Passed	IN9 442 OUT671
✓	GetPricePerOunceForFourMetalsBFCL/parallel_177: four get_metal_price calls — gold, silver, platinum, palladium, measure 'ounce'. Prompt asks "price per ounce" -> measure == "ounce" required.1 AI query 4 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN8 789 OUT286
✓	GetStockPricesForFourCompaniesAndDurationsBFCL/parallel_181: four get_stock_prices calls — Apple(1 week), Microsoft(2 weeks), Amazon(3 weeks), Tesla(1 month). Each 'companies' argument is a single-element list.1 AI query 4 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN8 838 OUT323
✓	GetTrafficInfoForThreeLegsWithModesBFCL/parallel_188: three get_traffic_info calls — NY->LA (driving), LA->SF (bicycling), SF->NY (transit). First leg explicitly says "driving" -> mode == "driving" required (tightened; also the default).1 AI query 3 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN8 763 OUT315
✓	ProjectFutureValueForThreeStocksBFCL/parallel_175: three portfolio_future_value calls — AAPL(5000,0.07,5), MSFT(8000,0.06,7), AMZN(10000,0.08,10).1 AI query 3 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN8 912 OUT455
Tool Calling - Parallel Calls: Mathematics & Physics (set 1) 12 passed1 failed	92.3%	IN104 087 OUT3 082
✓	AreaOfTwoRightTrianglesInMetersBFCL/parallel_68: two calculate_area calls — right triangles base/height 12x15 and 18x24 in meters. unit required (tool default is 'cm'; the prompt states meters/square meters).1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN7 992 OUT253
✓	CheckPlayerStatusAcrossThreeSeasonsBFCL/parallel_49: three player_status_check calls — player 3142 in RocketLeague for seasons 2017/2018/2019. Seasons are explicitly given, so each is required (default 2023 not applicable).1 AI query 3 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN8 075 OUT248
✓	CircumferenceOfFourCirclesInCmBFCL/parallel_65: four calculate_circumference calls — radii 5/10/15/20. Tightened per methodology: the prompt gives every radius in cm (e.g. "5cm") and the tool default unit is 'm', so a correct call must pass unit == 'cm'/'centimeter' (ground truth requires it on the first call and merely allows omission on the rest; we require it consistently since it is stated).1 AI query 4 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN8 217 OUT234
✓	ConvertEuroAndPoundsToDollarsBFCL/parallel_59: two get_conversion_cost calls — 15000 Euro->dollars and 200 pounds->dollars.1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN7 904 OUT204
✓	FinalVelocityForFourDropsBFCL/parallel_81: four calculate_final_velocity calls — heights 10/20/15/25, initial_velocity 0 (stated), gravity 9.81 (default, may be omitted).1 AI query 4 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN8 402 OUT479
×	FindItalianAndJapaneseRestaurantsBFCL/parallel_52: two restaurant_finder calls — Italian in New York (preferences ['Vegetarian']) and Japanese in Los Angeles (delivery; ['Delivery'] or omitted since default is ['Delivery']).1 AI query 2 tool callscategory:ToolCallinglevel:Hardsource:BFCL Assertion expression evaluated to false: match1 == 1 Values: match1 = 0	Failed	IN7 889 OUT180
✓	FindRootsOfTwoQuadraticsAlgebraBFCL/parallel_62: two algebra_quadratic_roots calls — 3x^2+4x+2 and 5x^2-7x+3.1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN8 054 OUT362
✓	FindSoupAndVeganSaladRecipesBFCL/parallel_51: two recipe_search_find calls — Chicken Noodle Soup (diet omitted/default 'Keto') and a Vegan Salad (diet == 'Vegan', dish name accepts several phrasings).1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN7 836 OUT141
✓	GcdOfJohnAndMaryNumbersBFCL/parallel_80: two math_gcd calls — gcd(36,48) and gcd(60,96). Same tool as parallel_76.1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN7 950 OUT169
✓	GcdOfTwoPairsBFCL/parallel_76: two math_gcd calls — gcd(45,60) and gcd(81,27).1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN7 882 OUT163
✓	GetPokemonMovesAndCheckSolarBeamBFCL/parallel_48: two PokemonGO_get_moves calls — Pikachu's move list (move omitted/default 'Run') and a check whether Bulbasaur can learn 'Solar Beam'.1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN7 872 OUT171
✓	PrimeFactorsFormattedAndArrayBFCL/parallel_74: four get_prime_factors calls — numbers 4567 and 7890, each formatted true and false (user wants "a formatted string as well as an array").1 AI query 4 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN8 164 OUT340
✓	SaveGameProgressEasyAndHardBFCL/parallel_50: two game_save_progress calls — stage 7 easy and stage 3 hard; level omitted/default 'user'.1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN7 850 OUT138
Tool Calling - Parallel Calls: Mathematics & Physics (set 2) 13 passed	100.0%	IN116 086 OUT3 391
✓	AreaOfThreeCirclesInMetersBFCL/parallel_66: three geometry_area_circle calls — radii 5/10/15 in meters (default is meters, so units may be omitted).1 AI query 3 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN8 339 OUT175
✓	BookTwoHotelRoomsBFCL/parallel_57: two hotel_booking_book calls — Sheraton (NY, 2 adults/1 child) and Marriott (LA, 1 adult/2 children).1 AI query 2 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN8 387 OUT313
✓	CheckAvailabilityForTwoHotelsBFCL/parallel_56: two hotel_booking_check_availability calls — Queens Hotel (Berlin) and Royal Hotel (Paris), each with check-in/out dates (several date formats accepted).1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN8 319 OUT271
✓	CircumferenceOfFourCirclesInMetersBFCL/parallel_70: four geometry_circumference calls — radii 5/10/15/20. Tightened per methodology: the prompt asks for output in meters and gives radii in m, but the tool default unit is 'cm', so a correct call must pass units == 'm'/'meters' (ground truth requires it on the first call and only allows omission on the rest; we require it consistently since it is explicitly stated).1 AI query 4 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN8 515 OUT407
✓	DerivativeOfPolynomialAndItsDerivativeBFCL/parallel_71: two calculate_derivative calls — 3x^3-2x^2+5x-7 at x=4, then its derivative 9x^2-4x+5 at x=2.1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN12 284 OUT407
✓	FinalVelocityForThreeDragRaceRoundsBFCL/parallel_83: three final_velocity calls — (v0=0,a=5,t=10), (v0=10,a=7,t=8), (v0=20,a=4,t=12).1 AI query 3 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN8 516 OUT363
✓	FindGroceryStoresByCriteriaBFCL/parallel_55: two grocery_store_find_by_criteria calls — NYC ['24 hours'] and San Diego ['Home Delivery'].1 AI query 2 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN8 152 OUT162
✓	GetTwoCookingRecipesBFCL/parallel_53: two get_cooking_recipe calls — Lasagne Bolognese for 4 and Caesar Salad for 2.1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN8 170 OUT163
✓	GetTwoExchangeRatesBFCL/parallel_58: two get_exchange_rate calls — USD->AUD and USD->CAD.1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN8 134 OUT148
✓	HighestCommonFactorOfFourPairsBFCL/parallel_77: four math_hcf calls — (45,60), (90,120), (36,48), (72,96). FLAGGED (see final report): the prompt is phrased as chaining ("use that result to find the HCF with...") but the ground truth treats it as four INDEPENDENT parallel calls on the literal pairs; a human might interpret it as sequential composition. Kept BFCL-faithful (four independent literal-pair calls) since parallel semantics preclude feeding one call's result into another.1 AI query 4 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN8 553 OUT329
✓	OrderSameItemsFromTwoWholeFoodsLocationsBFCL/parallel_54: two whole_foods_order calls — same two items (order-independent) at downtown and uptown, size large.1 AI query 2 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN8 200 OUT187
✓	PrimeFactorizeAsDictionaryBFCL/parallel_79: two prime_factorize calls — 4567 and 7890, return_type 'dictionary' (explicitly requested).1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN8 176 OUT140
✓	SolveTwoQuadraticEquationsBFCL/parallel_63: two solve_quadratic_equation calls — (5,6,1) and (3,2,1). Prompt names this function explicitly.1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN12 341 OUT326
Tool Calling - Parallel Calls: Mathematics & Physics (set 3) 12 passed	100.0%	IN106 277 OUT3 721
✓	AreaOfTwoCirclesInMetersBFCL/parallel_67: two geometry_calculate_area_circle calls — radii 5 and 10 in meters. unit required (tool default is 'cm'; the prompt states meters).1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN8 021 OUT398
✓	AreaOfTwoTrianglesBFCL/parallel_69: two calculate_triangle_area calls — base/height 10x5 and 8x6.1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN12 055 OUT121
✓	DerivativeOfTwoFunctionsAtValuesBFCL/parallel_73: two calculus_derivative calls — 3x^2+2x-1 at 5 (variable x, default) and 4y^3-3y^2+2y-1 at 3 (variable y).1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN8 128 OUT304
✓	DisplacementForThreeCarsBFCL/parallel_84: three calculate_displacement calls — (15,7,accel 3.5), (20,10,accel 2.0), (25,8,no acceleration). The third car travels "without any acceleration" so acceleration == 0 (also the default; omission accepted).1 AI query 3 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN8 344 OUT471
✓	EuclideanNormForThreePointsBFCL/parallel_61: three math_hypot calls — (3,4) and (6,8) with z omitted/0, and (9,12,15).1 AI query 3 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN8 258 OUT292
✓	FactorialOfThreeNumbersBFCL/parallel_60: three math_factorial calls — 5, 7, 9.1 AI query 3 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN8 085 OUT190
✓	FinalSpeedForTwoFreeFallObjectsBFCL/parallel_85: two calculate_final_speed calls — initial_speed 0 for 10 s and initial_speed 5 for 7 s; gravity -9.81 (default, may be omitted).1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN8 151 OUT320
✓	GcdViaNumberTheoryBFCL/parallel_78: two number_theory_gcd calls — (45,60) and (81,63). Prompt names this function explicitly.1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN8 026 OUT185
✓	IntegrateTwoFunctionsWithTwoMethodsBFCL/parallel_72: four integrate calls — x3 on [2,5] and 2x2+3x-1 on [-1,3], each with trapezoid (default, may be omitted) and simpson (explicit).1 AI query 4 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN8 472 OUT449
✓	PrimeFactorsOfThreeNumbersBFCL/parallel_75: three number_analysis_prime_factors calls — 45, 100, 150.1 AI query 3 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN8 091 OUT232
✓	SolveFourQuadraticsWithRootTypeBFCL/parallel_64: four solve_quadratic calls — (2,5,3) all roots, (1,-3,2) real, (4,-7,3) all roots, (1,2,1) real. 'all' is the default so it may be omitted; 'real' is explicitly requested and required.1 AI query 4 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN8 542 OUT554
✓	VelocityForTwoCyclingDaysBFCL/parallel_82: two calculate_velocity calls — 120 km in 5 h and 150 km in 6 h; unit km/h (default, may be omitted).1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN12 104 OUT205
Tool Calling - Parallel Calls: Mixed Domains 8 passed2 failed	80.0%	IN80 834 OUT2 361
✓	CalculateBmiForTwoPeopleBFCL/parallel_4: two calculate_bmi calls — 6 ft / 80 kg and 5.6 ft / 60 kg.1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN7 282 OUT190
✓	CalculateEmForceForTwoTimeIntervalsBFCL/parallel_1: two calculate_em_force calls — same field/area, d_time 4 then 10.1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN7 303 OUT281
✓	CalculateFactorialForThreeNumbersBFCL/parallel_7: three math_factorial calls — 5, 10, 15.1 AI query 3 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN7 342 OUT205
✓	CalculateResistanceForCopperAndAluminumBFCL/parallel_2: two calculate_resistance calls — copper then aluminum, same length/area. Tightened per methodology: the prompt explicitly names "resistivity of copper", so the first call must pass resistivity == "copper" (ground truth also accepts omission via the 'copper' default, but an explicitly-stated value must be supplied). Aluminum is non-default → required.1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN7 290 OUT187
✓	CalculateSalesTaxForThreeCitiesBFCL/parallel_6: three calculate_sales_tax calls — Chicago/IL $30.45, Sacramento/CA $52.33, Portland/OR $11.23.1 AI query 3 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN7 474 OUT338
✓	FetchPopulationForCitiesStateAndCountryBFCL/parallel_8: four database_us_census_get_population calls — NYC (city), LA (city), Alaska (state), USA (country); year defaults to 2000 (may be omitted). Requires area-type inference.1 AI query 4 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN7 562 OUT308
×	FindMovieShowingsForTwoMoviesBFCL/parallel_9: two find_movie_showing calls near San Diego — Tenet at 5 pm and No Time To Die at 7:30 pm.1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL Assertion expression evaluated to false: match0 == 1 Values: match0 = 0	Failed	IN10 873 OUT199
✓	GetSequenceAnd3DForThreeProteinsBFCL/parallel_3: three protein_info_get_sequence_and_3D calls — HbA1c, normal + rat hemoglobin. Tightened per methodology: the prompt explicitly asks for "their 3D models", so model_3d == true is required (ground truth also accepts omission via the default of true).1 AI query 3 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN11 137 OUT277
×	ListShowRatingsOnNetflixAndHuluBFCL/parallel_5: two streaming_services calls — Netflix['Friends'] and Hulu['The Office','Stranger Things'] (Hulu show order unordered), both sorted by rating. Must group shows per service.1 AI query 2 tool callscategory:ToolCallinglevel:Hardsource:BFCL Assertion expression evaluated to false: match0 == 1 Values: match0 = 0	Failed	IN7 305 OUT228
✓	PlayTwoArtistsForGivenDurationsBFCL/parallel_0: two spotify_play calls — Taylor Swift for 20 min and Maroon 5 for 15 min.1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN7 266 OUT148
Tool Calling - Parallel Calls: Physical & Life Sciences (set 1) 11 passed1 failed	91.7%	IN110 279 OUT4 301
✓	ElectricFieldForTwoChargesBFCL/parallel_94: two calculate_electric_field calls — charge 5/distance 2 and charge 3/distance 4. "Conducted in a vacuum" = the default permitivity → may be omitted or 0.1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN8 414 OUT344
✓	ElectromagneticForceInTwoMediaBFCL/parallel_96: two electromagnetic_force calls — same charges 5,10 and distance 2, differing by medium_permittivity. Vacuum call (8.854e-12) equals the default → may be omitted or 8.854e-12; the second medium (5e-12) is non-default → required.1 AI query 2 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN8 570 OUT389
✓	EstimateTravelTimeForThreeRoutesBFCL/parallel_93: three route_estimate_time calls — (1) NYC->Miami via Philadelphia/Washington D.C./Atlanta, (2) NYC->Miami skipping Atlanta (via Philadelphia/Washington D.C.), (3) Philadelphia-> Miami via Washington D.C. Stop orderings from ground truth accepted. FLAG parallel_93: BORDERLINE. Ground truth allows many stop-list variants, some including the start city itself as a stop; a competent human's stop set is not fully deterministic. Kept BFCL-faithful by accepting the natural stop orderings (start city excluded from stops).1 AI query 3 tool callscategory:ToolCallinglevel:VeryHardsource:BFCL	Passed	IN8 565 OUT345
✓	FinalSpeedForTwoDroppedObjectsBFCL/parallel_88: two calculate_final_speed calls — v0 0/height 10 and v0 5/height 20. gravity stated as 9.8 (the default) so it may be omitted or 9.8 per ground truth.1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN8 420 OUT261
✓	FinalVelocityForTwoCarsBFCL/parallel_87: two calculate_final_velocity calls — Car A (v0 0, a 6, t 10), Car B (v0 20, a 4, t 15).1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN8 437 OUT221
✓	FinalVelocityFromDistanceForTwoObjectsBFCL/parallel_86: two kinematics_final_velocity_from_distance calls — accel 5/dist 100 and accel 10/dist 200. "Both objects start from rest" → initial_velocity may be omitted or 0 (default).1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN8 409 OUT326
✓	FindVeganRestaurantsInThreeCitiesBFCL/parallel_91: three vegan_restaurant_find_nearby calls — LA, SF, Seattle, each with operating_hours 22 (prompt: "open until at least 22:00", a non-default value → required).1 AI query 3 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN8 466 OUT313
✓	GenerateFourTravelItinerariesBFCL/parallel_90: four travel_itinerary_generator calls — Tokyo/7/200/urban, Paris/10/150/history, Sydney/5/100/nature, Rome/12/180/culture. Tokyo's "urban" equals the default → omit or "urban".1 AI query 4 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN8 791 OUT423
✓	GetDirectionsForRoundTripBFCL/parallel_89: three get_directions calls — SF->Palo Alto (fastest), Palo Alto->Golden Gate Bridge (scenic), Golden Gate Bridge->SF (fastest). route_type explicitly stated each time.1 AI query 3 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN8 516 OUT428
×	MagneticFieldForTwoLoopsBFCL/parallel_95: two calculate_magnetic_field calls — current 10/radius 0.5 and current 15/radius 1.0. "Same as in free space" = default permeability → may be omitted or 0.1 AI query 3 tool callscategory:ToolCallinglevel:Mediumsource:BFCL Assertion expression evaluated to false: response.ToolCalls.Count == expectedCount Values: response.ToolCalls.Count = 3 expectedCount = 2	Failed	IN16 733 OUT616
✓	ResonantFrequencyForTwoCircuitsBFCL/parallel_97: two calculate_resonant_frequency calls — L 0.005/C 1e-07/round 3 and L 0.007/C 2e-07/round 4. Rounding is stated explicitly → required.1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN8 484 OUT310
✓	ShortestDrivingDistanceRoundTripBFCL/parallel_92: three get_shortest_driving_distance calls — NYC->LA, LA->Miami, Miami->NYC, all in miles (prompt explicitly "in miles" → non-default unit required).1 AI query 3 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN8 474 OUT325
Tool Calling - Parallel Calls: Physical & Life Sciences (set 2) 11 passed2 failed	84.6%	IN111 811 OUT5 741
✓	AbsolutePressureAtTwoAltitudesBFCL/parallel_102: two calc_absolute_pressure calls — gauge 2.5 with atm 1 (default; may be omitted) and gauge 2.5 with atm 0.85 (non-default → required).1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN8 525 OUT660
✓	BoilingMeltingPointsAcrossSeaLevelsBFCL/parallel_100: four get_boiling_melting_points calls — water@0, iron@1000, water@1000, iron@0. FLAG parallel_100: BORDERLINE. The prompt ("water and iron at sea levels of 0 and 1000 meters respectively") reads most naturally as TWO calls (water@0, iron@1000), but the BFCL ground truth is the full 2x2 cross product (FOUR calls). Kept BFCL-faithful to the ground truth; a competent human could reasonably answer with two calls, so this item's expected call count is not fully deterministic.1 AI query 2 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN8 409 OUT228
×	CellInfoDetailedAndBriefBFCL/parallel_108: two biology_get_cell_info calls — neuron with detailed=true (prompt: "detailed description"), muscle with detailed=false ("less detailed", the default).1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL Assertion expression evaluated to false: match1 == 1 Values: match1 = 0	Failed	IN8 413 OUT1 231
✓	DensityForTwoSubstancesBFCL/parallel_101: two calculate_density calls (mass/volume schema) — 10 kg / 2 m³ and 15 kg / 3 m³. unit "kg/m³" equals the default → may be omitted or "kg/m³".1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN8 540 OUT242
✓	ElectricFieldStrengthAtSeveralDistancesBFCL/parallel_98: four calculate_electric_field_strength calls — charge 2, distances 0.5/1/2 in vacuum (default medium), plus distance 1 in air. The distance-1 vacuum and distance-1 air calls are distinguished by medium. Vacuum equals the default → may be omitted or "vacuum"; "air" is required.1 AI query 4 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN8 835 OUT559
✓	EntropyChangeForTwoConditionsBFCL/parallel_103: two entropy_change_calculate calls — substance A, mass 2, temps 25->75 and 10->50. pressure 1 equals the default → may be omitted or 1.1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN8 642 OUT291
✓	FetchDnaSequenceThreeWaysBFCL/parallel_106: three fetch_DNA_sequence calls for id XYZ123 — default fasta/0, then genbank format, then 500 bp upstream. Defaults (fasta, upstream 0) may be omitted.1 AI query 3 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN8 617 OUT281
✓	FunctionLookupForTwoMoleculesBFCL/parallel_110: two cell_biology_function_lookup calls — ATP in mitochondria and DNA in nucleus, both with specific_function=true (prompt asks for a specific function within the organelle).1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN8 473 OUT142
×	HeatCapacityForThreeConditionsBFCL/parallel_105: three calc_heat_capacity calls — 300K/2.5m³, 350K/2.5m³, 300K/1.5m³, all for air. "air" equals the default gas → may be omitted or "air".1 AI query 3 tool callscategory:ToolCallinglevel:Mediumsource:BFCL Assertion expression evaluated to false: match2 == 1 Values: match2 = 0	Failed	IN8 721 OUT320
✓	MolecularWeightForTwoCompoundsBFCL/parallel_111: two calculate_molecular_weight calls — Glucose (C6H12O6) and Sucrose (C12H22O11), both in grams/mole (prompt explicitly requests that unit; ground truth also accepts "g/mol").1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN8 474 OUT301
✓	PhaseChangeEnergyForWaterBFCL/parallel_99: four thermo_calculate_energy calls — 500 g water, phase melting/freezing/ vaporization/condensation. Substance "water" equals the default → may be omitted or "water".1 AI query 4 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN8 883 OUT501
✓	ProteinSequencesForTwoGenesTwoSpeciesBFCL/parallel_107: four get_protein_sequence calls — BRCA1 and BRCA2 in Homo sapiens (default species, may be omitted) and in Pan troglodytes (non-default → required).1 AI query 4 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN8 712 OUT367
✓	ProteinsInThreeCompartmentsBFCL/parallel_109: three cellbio_get_proteins calls — nucleus/mitochondria/cytoplasm, each with include_description=true (prompt asks for "a brief description of each protein").1 AI query 3 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN8 567 OUT618
Tool Calling - Parallel Calls: Physical & Life Sciences (set 3) 12 passed1 failed	92.3%	IN117 828 OUT5 139
✓	AnalyzeDnaForThreeMutationTypesBFCL/parallel_114: six analyze_dna_sequence calls — two sequences ("AGCTTAGCTA" and "AGCTTAGGCTA") against reference "AGCTTAGCTA", each checked for insertion (default, may be omitted), deletion, and substitution mutations.1 AI query 6 tool callscategory:ToolCallinglevel:VeryHardsource:BFCL	Passed	IN9 205 OUT733
✓	DiabetesPredictionForFourPeopleBFCL/parallel_113: four diabetes_prediction calls for four people with distinct weight/height/activity.1 AI query 4 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN8 966 OUT399
✓	EntropyChangeIsothermalAndNotBFCL/parallel_104: two calculate_entropy_change calls — same 300->350 K and heat_capacity 4.18, once isothermal (the default true, may be omitted) and once not isothermal (false, required).1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN8 628 OUT439
✓	ForestGrowthForTwoRegionsBFCL/parallel_120: two forest_growth_forecast calls — Amazon Rainforest over 10 years and Boreal Forests of Canada over 20 years, excluding human impact (false = the default, may be omitted).1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN8 519 OUT294
✓	GenerateFourDnaSequencesBFCL/parallel_123: four generate_DNA_sequence calls — length 500 with a single-nucleotide preference of A, T, C, G respectively.1 AI query 4 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN8 826 OUT365
×	GeneticSimilarityInTwoFormatsBFCL/parallel_115: four genetics_calculate_similarity calls — human vs chimpanzee and human vs gorilla, each in percentage (default, may be omitted) and fraction. species1 accepts "human"/"Human".1 AI query 4 tool callscategory:ToolCallinglevel:Hardsource:BFCL Assertion expression evaluated to false: match0 == 1 Values: match0 = 0	Failed	IN8 816 OUT333
✓	GenotypeFrequenciesForThreeGenotypesBFCL/parallel_116: three calculate_genotype_frequency calls — allele frequency 0.7, genotypes AA/Aa/aa.1 AI query 3 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN8 683 OUT498
✓	IdentifyFourBirdsBFCL/parallel_119: four identify_bird calls — small blue/forest (default size, may be omitted), large black/lake, medium brown/desert, large green/tropical rainforest.1 AI query 4 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN8 922 OUT538
✓	MutationTypeForTwoSnpsBFCL/parallel_112: two mutation_type_find calls — rs123456 in Homo sapiens (default species, may be omitted) and rs7891011 in Canis lupus familiaris (non-default → required).1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN8 541 OUT280
✓	PopulationDensityForChinaTwoYearsBFCL/parallel_117: two calculate_density calls (country/population schema) — China in 2000 (pop 1.267 billion) and 2010 (pop 1.341 billion), land area 9.597 million km² both times.1 AI query 2 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN12 848 OUT316
✓	PrecipitationStatsForThreeTimeFramesBFCL/parallel_118: three ecology_data_precipitation_stats calls — Amazon rainforest for six_months, year, five_years.1 AI query 3 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN8 614 OUT312
✓	TurtlePopulationForTwoYearsBFCL/parallel_121: two ecology_get_turtle_population calls — Galapagos Islands in 2015 and 2020, both with species info requested (species=true; years stated explicitly → required).1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN8 534 OUT268
✓	VehicleEmissionsForThreeVehiclesBFCL/parallel_122: three calculate_vehicle_emission calls — 15000 miles each: gas with default factor 1.4 (may be omitted), diesel with factor 2.7, EV with factor 0.1 AI query 3 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN8 726 OUT364
Tool Calling - Parallel Calls: Services & Lookups 11 passed1 failed	91.7%	IN102 569 OUT3 335
✓	CalculateShortestAndScenicDistancesForTwoLegsBFCL/parallel_190: four calculate_shortest_distance calls — {NYC->LA, LA->Miami} x {Shortest, Scenic}.1 AI query 4 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN12 508 OUT348
✓	FetchNewsForTwoTopicsInEuropeBFCL/parallel_192: two get_news calls — Climate Change and Artificial Intelligence, 5 articles each, region Europe. Region "Europe" explicitly requested -> required (accept "Europe"/"EU").1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN8 053 OUT209
✓	FindLibrariesWithFacilitiesInThreeCitiesBFCL/parallel_191: three public_library_find_nearby calls — NY[Reading Room,Fiction], LA[Wi-Fi,Children Section], Chicago[Cafe,Reading Room]. Facilities compared as an unordered pair.1 AI query 3 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN8 247 OUT309
✓	FindParksWithAmenitiesInThreeCitiesBFCL/parallel_189: three parks_find_nearby calls — NY[Tennis Court,Picnic Area], LA[Playground,Running Track], Chicago[Tennis Court,Playground]. Amenities compared as an unordered pair.1 AI query 3 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN8 252 OUT311
×	FindUpcomingEventsInThreeCitiesBFCL/parallel_194: three event_finder_find_upcoming calls — jazz/LA(14d), rock/Chicago(10d), classical/Boston(7d). All day windows explicitly stated -> days_ahead required (7 for Boston, which also equals the default).1 AI query 3 tool callscategory:ToolCallinglevel:Hardsource:BFCL Assertion expression evaluated to false: match0 == 1 Values: match0 = 0	Failed	IN8 266 OUT352
✓	GetCurrentWeatherForFourCitiesBFCL/parallel_199: four get_current_weather calls — New York, Los Angeles, London, Tokyo, with both temperature and humidity included. Prompt explicitly asks to include both -> flags == true (also the default).1 AI query 4 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN8 347 OUT272
✓	GetDetailedBriefsForTwoMoviesBFCL/parallel_195: two movie_details_brief calls — Inception and The Dark Knight, extra_info true. Prompt asks for Director/Cast/Awards -> extra_info == true required.1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN8 031 OUT289
✓	GetLawsuitDetailsForTwoCasesBFCL/parallel_196: two get_lawsuit_details calls — case 12345 (NY Supreme Court, with verdict) and case 67890 (LA Superior Court, no verdict). "would like the verdict" -> true; "do not need" -> null/false.1 AI query 2 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN8 172 OUT214
✓	GetLawsuitInfoForTwoCasesByYearBFCL/parallel_197: two lawsuit_info calls — 12345ABC (2018, New York) and 67890XYZ (2019, California). Years are explicitly stated -> required. First location "New York" may be omitted (matches the default).1 AI query 2 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN8 171 OUT253
✓	GetStockPricesForTwoCompaniesOverDaysBFCL/parallel_179: two get_stock_price (by-days variant) calls — Apple on NASDAQ for 10 days, Microsoft on NYSE for 15 days. Both exchanges are explicitly named -> required (NASDAQ / NYSE). The tool's 'company' field is a ticker symbol; company names are accepted as synonyms.1 AI query 2 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN8 054 OUT193
✓	SearchLawsuitsForTwoEntitiesInCaliforniaBFCL/parallel_198: two lawsuit_search calls — Google/Santa Clara and Facebook/San Mateo, state California. Prompt states "both in the state of California" -> state required (accept "California"/"CA").1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN8 091 OUT230
✓	SendTwoEmailsWithCcAndBccBFCL/parallel_193: two send_email calls — Project Update to john.doe (cc manager, bcc hr) and Meeting Reminder to jane.doe (cc assistant, bcc hr). Bodies matched exactly.1 AI query 2 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN8 377 OUT355
Tool Calling - Parallel Calls: Statistics & Finance 12 passed1 failed	92.3%	IN139 436 OUT4 912
✓	CalculateBinomialProbabilitiesForBasketballShotsBFCL/parallel_163: three calc_binomial_prob calls — (10,6,0.6), (10,6,0.5), (15,6,0.5).1 AI query 3 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN9 161 OUT358
✓	CalculateCompoundInterestForThreePeriodsBFCL/parallel_170: three calculate_compound_interest calls — principal 5000, rate 0.025, time 2/3/5. Prompt states "compounded quarterly, 4 times in a year" -> n == 4 required (tightened; also ground truth).1 AI query 3 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN9 114 OUT397
✓	CalculateDiscountedCashFlowForTwoBondsBFCL/parallel_169: two calculate_discounted_cash_flow calls — (50,5,0.05) and (60,7,0.04). Prompt explicitly states "face value of the bond is $1000" for both -> face_value == 1000 required (ground truth also accepts omission via the default, but an explicitly-stated value must be supplied).1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN8 998 OUT363
×	CalculateEventProbabilitiesForCardDeckBFCL/parallel_162: three probability_of_event calls — Ace 4/52 as decimal, heart 13/52 as decimal, red card 26/52 as ratio. format_as_ratio: "as a decimal" -> false or omitted; "as a ratio" -> true (required).1 AI query 4 tool callscategory:ToolCallinglevel:Mediumsource:BFCL Assertion expression evaluated to false: response.ToolCalls.Count == expectedCount Values: response.ToolCalls.Count = 4 expectedCount = 3	Failed	IN30 893 OUT449
✓	CalculateQuarterlyDividendForThreeScenariosBFCL/parallel_168: three finance_calculate_quarterly_dividend_per_share calls — (5M,2M), (6M,2M), (6M,2.5M).1 AI query 3 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN9 184 OUT504
✓	CalculateReturnOnEquityForTwoCompaniesBFCL/parallel_171: two calculate_return_on_equity calls — (1M,5M,200k) and (2M,10M, no dividends). Second company "did not pay any dividends" -> dividends_paid null or 0.1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN8 959 OUT310
✓	CalculateRoiForThreeStocksBFCL/parallel_174: three calculate_return_on_investment calls — (150,180,20), (200,210,30), (250,300,40). Dividends are explicitly stated per stock -> required.1 AI query 3 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN9 100 OUT392
✓	ComputeRSquaredForTwoRegressionModelsBFCL/parallel_167: two linear_regression_get_r_squared calls on the same CSV — swap education/credit_score as dependent variable. Independent-variable order follows the prompt/ground truth.1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN8 934 OUT318
✓	PredictFutureValueForTwoInvestmentsBFCL/parallel_172: two finance_predict_future_value calls — (5000,0.05,10) and (7000,0.04,15). Prompt states "compound interest annually" -> compounding_periods_per_year == 1 required (tightened; also the default).1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN8 968 OUT295
✓	PredictHousePricesForThreeHousesBFCL/parallel_166: three predict_house_price calls — NY 2500/3/2000, LA 3000/3/2005, Chicago 2000/2/1995. The second house is described as "similar" with only area/year/location changed, so rooms == 3 per ground truth.1 AI query 3 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN9 151 OUT401
✓	PredictProfitForTwoFundsBFCL/parallel_173: two investment_predictProfit calls — (5000,0.07,5) and (8000,0.05,7).1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN8 920 OUT247
✓	RunChiSquaredTestForTwoContingencyTablesBFCL/parallel_164: two chi_squared_test calls — tables [45,55,35,65] and [30,70,50,50], alpha 0.05. Prompt states "significance level of 0.05 for both" -> alpha == 0.05 required (tightened). Table order is fixed.1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN8 904 OUT413
✓	RunTTestAtTwoSignificanceLevelsBFCL/parallel_165: two t_test calls — same datasets, alpha 0.05 then 0.01 (both stated -> required).1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN9 150 OUT465
Tool Calling - Simple: Arts, Venues & Music (set 1) 8 passed	100.0%	IN50 817 OUT1 176
✓	SimpleConcertDetailsBeyonceBFCL/simple_python_286 (concert.get_details): artist=Beyonce, location=San Diego, date=April 2022.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN6 362 OUT91
✓	SimpleConcertInfoPopNyBFCL/simple_python_284 (concert_info.get): location=New York, date=next month, genre=Pop.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN6 337 OUT98
✓	SimpleGenerateMelodyC4BFCL/simple_python_291 (music_generator.generate_melody): key=C, start_note=C4, length=16, tempo=120 or omitted.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN6 385 OUT109
✓	SimpleKeySignatureCsharpBFCL/simple_python_298 (music_theory.key_signature): key='C#', scale_type=major or omitted.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN6 322 OUT70
✓	SimpleMuseumHoursLouvreBFCL/simple_python_273 (museum.get_hours): name='Louvre Museum', location=Paris, day omitted or Monday.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN6 329 OUT81
✓	SimplePaintNeededWall30x12BFCL/simple_python_259 (calculate_paint_needed): coverage_rate=400, length=30, height=12.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL	Passed	IN6 385 OUT79
✓	SimpleReligionHistoryChristianity16cBFCL/simple_python_252 (get_religion_history): religion=Christianity, century=16, sort_by=importance, count=10.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN6 362 OUT580
✓	SimpleSculptureInfoPlensaBFCL/simple_python_263 (get_sculpture_info): artist_name='James Plensa', detail=true.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN6 335 OUT68
Tool Calling - Simple: Arts, Venues & Music (set 2) 7 passed1 failed	87.5%	IN50 571 OUT777
✓	SimpleComposeMelodyCFGBFCL/simple_python_292 (compose_melody): progression=[C,F,G], measures=4, instrument=Piano or omitted.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN6 323 OUT95
✓	SimpleConcertFindDetailsWeekndBFCL/simple_python_290 (concert.find_details): artist=The Weeknd, month=December, year=2022 or omitted.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN6 301 OUT71
✓	SimpleFindConcertRockChicagoBFCL/simple_python_285 (find_concert): location=Chicago, price=100, genre=Rock.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN6 311 OUT82
✓	SimpleMuseumInfoMetBFCL/simple_python_274 (museum_info): museum_name=Metropolitan Museum of Art, info_type=opening_hours or omitted.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN6 299 OUT143
×	SimpleMusicalScaleCsharpBFCL/simple_python_299 (musical_scale): key='C#'/'C sharp', scale_type=major or omitted.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL Assertion expression evaluated to false: (args.key?.ToLower()).AnyOf(["c#", "c sharp"])	Failed	IN6 283 OUT88
✓	SimplePaintRequirementWallExclusionBFCL/simple_python_260 (paint_requirement.calculate): area {width=20,height=12}, paint_coverage=350, exclusion {type=window, area=15}.1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN6 420 OUT113
✓	SimpleReligionHistoryChristianity300To400BFCL/simple_python_254 (get_religion_history): religion=Christianity, start_year=300, end_year=400, event_type=all or omitted.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN6 326 OUT95
✓	SimpleSculptureDetailsDavidBFCL/simple_python_264 (sculpture.get_details): artist=Michelangelo, title=David, detail=size.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN6 308 OUT90
Tool Calling - Simple: Arts, Venues & Music (set 3) 9 passed	100.0%	IN60 244 OUT1 168
✓	SimpleChordProgressionKeyBFCL/simple_python_297 (music.theory.chordProgression): progression=[I,V,vi,IV], bools any.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN6 697 OUT270
✓	SimpleCompoundInterest10kBFCL/simple_python_269 (calculate_compound_interest): principle=10000, interest_rate=0.05, time=10, compounds_per_year=1 or omitted.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN6 740 OUT118
✓	SimpleConcertSearchClassicalLaBFCL/simple_python_287 (concert.search): genre=classical, location=Los Angeles/LA, date='this weekend', price_range=cheap.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN6 696 OUT87
✓	SimpleCreateMixCMajorBFCL/simple_python_293 (music_composer.create_mix): scale='C Major', note_duration=quarter, track_length=180.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN6 719 OUT99
✓	SimpleGenerateCircleImageRedBFCL/simple_python_256 (generate_circle_image): radius=50, color=Red, background=white or omitted.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN6 688 OUT78
✓	SimpleMuseumWorkingHoursLouvreBFCL/simple_python_276 (museum_working_hours.get): museum=Louvre, location=Paris, day=Monday or omitted.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN6 674 OUT194
✓	SimpleRetrieveReligionInfoBuddhismBFCL/simple_python_253 (retrieve_religion_info): religion_name=Buddhism, detail_level=full.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN6 669 OUT72
✓	SimpleSculptureSearchChicago19cBFCL/simple_python_265 (sculpture_search): location=Chicago, time_frame='19th century', material=all or omitted.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN6 686 OUT178
✓	SimpleTimeDifferenceSfSydneyBFCL/simple_python_250 (get_time_difference): place1=San Francisco/SF, place2=Sydney.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL	Passed	IN6 675 OUT72

Tool Calling - Irrelevance: Architecture & Artwork 8 passed1 failed

88.9%

IN34 623 OUT2 030

✓

NoToolForApartmentRentCostBFCL/irrelevance_158: apartment rental cost asked; only a new-construction cost estimator is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL

Passed

IN3 463 OUT74

×

NoToolForBestJazzSingerBFCL/irrelevance_164: best Jazz singer asked; only a top-instrument-players search (singers are not instrument players) is available -> no tool fits.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Assertion expression evaluated to false: response.ToolCalls.Count == 0 Values: response.ToolCalls.Count = 1

Failed

IN6 930 OUT287

✓

NoToolForCathedralCeilingDesignBFCL/irrelevance_157: how to design a cathedral ceiling asked; only a lookup of facts about an existing building is available (retrieves data, does not advise on design) -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN3 459 OUT533

✓

NoToolForHolyBookDefinitionBFCL/irrelevance_144: definition of a holy book asked; only a search-within-a-named-holy-book tool is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN3 457 OUT130

✓

NoToolForLectureTeacherBFCL/irrelevance_167: teacher of upcoming lectures asked; only an upcoming-concert details lookup is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL

Passed

IN3 460 OUT52

✓

NoToolForMostFamousSculptureBFCL/irrelevance_153: most famous sculpture asked; only a sculpting-tools lookup is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL

Passed

IN3 465 OUT88

✓

NoToolForPianoMaintenanceTipsBFCL/irrelevance_166: piano maintenance tips asked; only an instrument rental-prices lookup is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN3 460 OUT413

✓

NoToolForScreamArtistBFCL/irrelevance_159: artist behind 'The Scream' asked. NOTE: the only tool (artwork_search) requires a museum_location that the user did not provide, so it cannot be correctly called; BFCL labels this irrelevant. Kept faithfully with ground truth = no tool call (flagged as borderline).1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN3 464 OUT18

✓

NoToolForSculptureRockTypeBFCL/irrelevance_152: which rock suits a garden sculpture asked; only a sculpture 3D-model creator is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN3 465 OUT435

Tool Calling - Irrelevance: Buildings, Sculpture & Music 6 passed1 failed1 skipped

85.7%

IN26 299 OUT1 032

–

NoToolForCelloInstrumentTypeBFCL/irrelevance_165: instrument classification of a cello asked. NOTE: BFCL labels this irrelevant, but the only tool (get_instrument_info with detail=type) arguably answers it; flagged for review as a borderline BFCL item. Kept faithfully with ground truth = no tool call.0 AI queries 0 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Skipped: Not a valid irrelevance item (item flaw): the case's own tool 'get_instrument_info' with detail='type' answers 'what type of instrument is a cello' - BFCL-mislabeled relevant. Kept for traceability.

Skipped

IN0 OUT0

✓

NoToolForDeclarationSignersBFCL/irrelevance_137: who signed the declaration asked; only a historical-event DATE lookup is available (returns a date, not the signatories) -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN3 284 OUT118

✓

NoToolForEiffelTowerHeightBFCL/irrelevance_156: Eiffel Tower height asked; only an architecture-plan generator (creates a new design, does not retrieve facts) is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN3 288 OUT24

✓

NoToolForFamousDancersBFCL/irrelevance_162: famous dancers asked; only a museum-visual-artists lookup is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN3 290 OUT229

✓

NoToolForReformationInitiatorBFCL/irrelevance_145: who initiated the Reformation asked; only a religious-event YEAR lookup is available (returns a year, not a person) -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN3 283 OUT63

✓

NoToolForScientistDefinitionBFCL/irrelevance_143: definition of "scientist" asked; only a named-historical-figure info lookup is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN3 280 OUT27

✓

NoToolForSellingGuitarBFCL/irrelevance_163: how to sell a guitar asked; only an instrument-tuning tool is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL

Passed

IN3 285 OUT356

×

NoToolForSimilarBlueColorBFCL/irrelevance_148: a color similar to blue asked; only a complementary-color tool (opposite, not similar) is available -> no tool fits.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Assertion expression evaluated to false: response.ToolCalls.Count == 0 Values: response.ToolCalls.Count = 1

Failed

IN6 589 OUT215

Tool Calling - Irrelevance: Cell Biology & Genetics 8 passed2 skipped

100.0%

IN30 331 OUT2 174

✓

NoToolForClottingBloodCellsBFCL/irrelevance_32: blood cell type responsible for clotting asked; only a nucleus-count-based cell-type classifier is available.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN3 792 OUT23

✓

NoToolForCommonAncestorBFCL/irrelevance_41: common ancestor of two animals asked (phylogenetics knowledge); only a fibonacci-sequence calculator is available.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL

Passed

IN3 791 OUT72

✓

NoToolForEvolutionaryAlgorithmInGameAIBFCL/irrelevance_43: how to apply an Evolutionary Algorithm in game AI asked (advice); only a creature-evolution simulator is available (wrong context).1 AI query 0 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN3 792 OUT624

✓

NoToolForGeneVariantFrequencyBFCL/irrelevance_36: gene-variant frequency in a population asked; only a dominant-trait-from-alleles tool is available (the true-match variant-frequency tool is deliberately isolated in A4).1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN3 797 OUT204

–

NoToolForIdentifyingGeneticSequenceBFCL/irrelevance_33: interpret a genetic code sequence asked; only a species-identification-from-sequence tool is available (returns a species, not what the sequence means).0 AI queries 0 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Skipped: Not a valid irrelevance item (item flaw): the case's own tool 'identify_species' (identifies a species from a genetic sequence) plausibly answers the query about a DNA sequence, so a competent model may call it - BFCL-mislabeled/borderline-relevant. Kept for traceability.

Skipped

IN0 OUT0

✓

NoToolForIncreasingDeerPopulationBFCL/irrelevance_39: how-to advice on growing an animal population asked; only a population-growth CALCULATOR (needs numeric rates) is available.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN3 791 OUT213

✓

NoToolForLionMatingProcessBFCL/irrelevance_35: mating process of a species asked; only a dominant/recessive genetic-traits lookup is available.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN3 788 OUT277

✓

NoToolForMitochondriaCountBFCL/irrelevance_29: number/count of mitochondria asked; only a cell-part FUNCTION lookup is available (wrong query direction).1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN3 792 OUT364

✓

NoToolForPandaEvolutionaryHistoryBFCL/irrelevance_42: evolutionary history asked (a narrative fact); only a biodiversity-index calculator is available.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN3 788 OUT397

–

NoToolForWhaleGeneSequenceBFCL/irrelevance_44: the actual gene sequence of a species asked; only a gene-sequence GENERATOR (needs numeric mutation rate + duration) is available.0 AI queries 0 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Skipped: Not a valid irrelevance item (item flaw): the case's own tool 'gene_sequencer' (generate gene sequences for evolutionary changes) directly answers the query - BFCL-mislabeled relevant. Kept for traceability.

Skipped

IN0 OUT0

Tool Calling - Irrelevance: Color, Geometry & Population 10 passed1 failed

90.9%

IN45 042 OUT1 447

✓

NoToolForColorInComputerVisionBFCL/irrelevance_131: color meaning in computer vision asked; only a color-in-personality-psychology analyzer is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN3 714 OUT54

✓

NoToolForDeclarationSigningDateBFCL/irrelevance_135: signing date asked; only date-arithmetic (add days) and age tools are available, neither retrieves an event date -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN3 712 OUT50

✓

NoToolForElectricityDiscovererBFCL/irrelevance_140: who discovered electricity asked; only an electric-current calculator is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN3 708 OUT247

×

NoToolForHexColorMixBFCL/irrelevance_146: mixing two hex colors asked; only a prophet-details lookup is available -> no tool fits.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Assertion expression evaluated to false: response.ToolCalls.Count == 0 Values: response.ToolCalls.Count = 1

Failed

IN7 908 OUT514

✓

NoToolForIndependenceSigningDateBFCL/irrelevance_138: signing date asked; only an age calculator (needs birthdate + current date) and a date-adder are available, neither retrieves an event date -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN3 712 OUT18

✓

NoToolForMostVisitedMarketBFCL/irrelevance_161: most visited market asked; only a museum visitation-statistics lookup is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL

Passed

IN3 714 OUT276

✓

NoToolForNbaFinalWinnerBFCL/irrelevance_133: NBA final winner asked; only a historical-battle details lookup is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL

Passed

IN3 715 OUT25

✓

NoToolForPicassoPaintingYearBFCL/irrelevance_151: year of a Picasso painting asked; only a sculpture-dimensions lookup is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN3 713 OUT53

✓

NoToolForRelativityAuthorBFCL/irrelevance_142: who proposed special relativity asked; only a chemical-element properties lookup is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN3 717 OUT40

✓

NoToolForSculptureCreatorBFCL/irrelevance_155: sculpture creator asked; only a max-seating-capacity calculator is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL

Passed

IN3 713 OUT69

✓

NoToolForWhichColorsToMixBFCL/irrelevance_150: which colors to mix for a shade asked; only an RGB-to-Pantone converter is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN3 716 OUT101

Tool Calling - Irrelevance: Cooking, Currency & Markets 6 passed2 failed

75.0%

IN32 535 OUT1 617

×

NoToolForBakerySourdoughBFCL/irrelevance_223: a BAKERY selling sourdough asked; only a grocery-shop product finder available -> no tool fits.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Assertion expression evaluated to false: response.ToolCalls.Count == 0 Values: response.ToolCalls.Count = 1

Failed

IN6 510 OUT74

✓

NoToolForChickenRecipeBFCL/irrelevance_211: the RECIPE to cook chicken asked; only a cook-TIME calculator available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN3 243 OUT242

✓

NoToolForChocolateCakeIngredientsBFCL/irrelevance_220: cake INGREDIENTS asked; only a cooking-TEMPERATURE tool available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN3 246 OUT219

✓

NoToolForCurrencyToGbpBFCL/irrelevance_233: CURRENCY conversion asked; only a WEATHER tool available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL

Passed

IN3 248 OUT106

×

NoToolForHowToBoilAnEggBFCL/irrelevance_212: best WAY to boil an egg asked; only a boiling-TIME calculator available -> no tool fits.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Assertion expression evaluated to false: response.ToolCalls.Count == 0 Values: response.ToolCalls.Count = 1

Failed

IN6 558 OUT321

✓

NoToolForLasagnaRecipeBFCL/irrelevance_219: the RECIPE for lasagna asked; only a recipe-CALORIE calculator available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN3 243 OUT9

✓

NoToolForLegExercisesBFCL/irrelevance_221: leg EXERCISES asked; only a grocery-list generator available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL

Passed

IN3 243 OUT598

✓

NoToolForPetStoreBFCL/irrelevance_224: a PET store asked; only a GROCERY-store locator available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL

Passed

IN3 244 OUT48

Tool Calling - Irrelevance: Dates & Elements 9 passed1 failed

90.0%

IN39 967 OUT492

✓

NoToolForHydrogenPropertiesBFCL/irrelevance_141: chemical properties of Hydrogen asked; only a scientist-contributions lookup is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN3 628 OUT32

✓

NoToolForLargestPlanetBFCL/irrelevance_139: largest planet asked; only a star-info lookup (needs a star name) is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN3 628 OUT102

✓

NoToolForMostImportantProphetBFCL/irrelevance_147: most important prophet asked; only a two-color mixer is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL

Passed

IN3 628 OUT90

×

NoToolForMuseumVisitFrequencyBFCL/irrelevance_160: museum member visit frequency asked; only a single most-frequent-visitor lookup is available -> no tool fits.1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

Assertion expression evaluated to false: response.ToolCalls.Count == 0 Values: response.ToolCalls.Count = 1

Failed

IN7 310 OUT98

✓

NoToolForPantoneOfSkyBlueBFCL/irrelevance_149: Pantone code of sky blue asked; only a paint-proportions calculator is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN3 630 OUT29

✓

NoToolForPersonalityTypeBFCL/irrelevance_130: user asks what personality type they are; only a big-five calculator (which needs the user's rated answers) is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN3 626 OUT46

✓

NoToolForStadiumSeatingCapacityBFCL/irrelevance_154: stadium seating capacity asked; only a sculpture-creator lookup is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL

Passed

IN3 629 OUT18

✓

NoToolForVicePresidentBFCL/irrelevance_136: Vice President asked; only a US-president-by-year lookup is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN3 628 OUT13

✓

NoToolForWaterlooCasualtiesBFCL/irrelevance_132: casualty count of a battle asked; only a historical-event date lookup is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN3 630 OUT34

✓

NoToolForWorldCupWinnerBFCL/irrelevance_134: sports World Cup winner asked; only a historical-battle outcome predictor is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL

Passed

IN3 630 OUT30

Tool Calling - Irrelevance: Electromagnetism, Thermo & Data 9 passed1 failed

90.0%

IN37 733 OUT2 074

✓

NoToolForElectronRestMassBFCL/irrelevance_23: mass of an electron asked (a knowledge fact); only magnetic-field / current tools are available.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN3 399 OUT75

✓

NoToolForFlightDurationBFCL/irrelevance_20: flight duration asked; only a currency converter is available.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL

Passed

IN3 402 OUT13

✓

NoToolForFreezingPointBFCL/irrelevance_25: freezing point asked; only boiling-point calculators are available (wrong phase transition).1 AI query 0 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN3 409 OUT280

×

NoToolForGasAmountGeneratedBFCL/irrelevance_26: amount of gas generated asked; only a gas-PRESSURE calculator is available (wrong quantity).1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

Assertion expression evaluated to false: response.ToolCalls.Count == 0 Values: response.ToolCalls.Count = 1

Failed

IN7 090 OUT551

✓

NoToolForGiniCoefficientBFCL/irrelevance_48: Gini coefficient asked; only a GDP-fetch tool is available (different economic indicator).1 AI query 0 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN3 402 OUT59

✓

NoToolForHeatingWaterBFCL/irrelevance_27: heat energy to warm water asked. NOTE: the original tool (calculate_heat) is a fair match for this query (only the well-known specific heat is missing), which would make "no call" ambiguous; per human-baseline fairness it is deliberately NOT shown here (kept as a distractor in A3), so no visible tool fits and "no call" is unambiguously correct.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN3 413 OUT495

✓

NoToolForHexagonSidesBFCL/irrelevance_28: number of sides of a hexagon asked (basic geometry knowledge); only a boiling-point tool is available.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL

Passed

IN3 400 OUT9

✓

NoToolForSymbolicMagneticFieldBFCL/irrelevance_22: magnetic field asked with SYMBOLIC values (distance 'r', current 'I'); the two magnetic-field tools require concrete numeric distance + current, so there is nothing to pass -> no fit.1 AI query 0 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN3 413 OUT225

✓

NoToolForTimeDifferenceBFCL/irrelevance_49: time-zone difference asked; only a geo-coordinate lookup tool is available.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN3 402 OUT343

✓

NoToolForWorldSeriesWinnerBFCL/irrelevance_53: sports trivia asked; only a SQL database-query runner is available (no database/query provided).1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN3 403 OUT24

Tool Calling - Irrelevance: Entertainment, Sports & Knowledge 9 passed

100.0%

IN31 428 OUT848

✓

NoToolForBasketballResultBFCL/irrelevance_84: basketball game result asked; only a stock-price retrieval tool is available.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL

Passed

IN3 492 OUT49

✓

NoToolForBestSoccerPlayerBFCL/irrelevance_79: best current soccer player asked; only a stock-market prediction tool is available.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL

Passed

IN3 490 OUT53

✓

NoToolForCaliforniaGovernorBFCL/irrelevance_87: current Governor of California asked; only a court-case filing tool is available.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL

Passed

IN3 488 OUT11

✓

NoToolForCrimeThrillerMovieListBFCL/irrelevance_88: best crime-thriller movies of 2020 asked; only a document forgery detector is available.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL

Passed

IN3 497 OUT417

✓

NoToolForFifaWorldCupWinnerBFCL/irrelevance_80: FIFA World Cup 2010 winner asked; only a stock-ticker lookup is available.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL

Passed

IN3 493 OUT34

✓

NoToolForFrenchTranslationBFCL/irrelevance_61: French translation of a word asked; only an SVM-model tool is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL

Passed

IN3 492 OUT12

✓

NoToolForHorrorMovieListBFCL/irrelevance_77: horror movie recommendations asked; only an investment future-value tool is available.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL

Passed

IN3 491 OUT177

✓

NoToolForPresidentialElectionWinnerBFCL/irrelevance_85: 2020 presidential election winner asked; only a criminal-case detail lookup is available.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL

Passed

IN3 493 OUT20

✓

NoToolForSportsNewsBFCL/irrelevance_76: latest sports news asked; only a portfolio investment-trend analyzer is available.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL

Passed

IN3 492 OUT75

Tool Calling - Irrelevance: Finance & Economics 7 passed1 failed

87.5%

IN30 207 OUT1 230

✓

NoToolForAverageHousePriceBFCL/irrelevance_69: market-wide average house price asked; only a regression predictor (needs a trained model + feature vector, not provided) is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN3 348 OUT59

✓

NoToolForCompoundInterestBFCL/irrelevance_70: compound-interest computation asked; only a mortgage-payment calculator is available.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN3 374 OUT289

✓

NoToolForGoldPriceBFCL/irrelevance_78: today's gold spot price asked; only a bond-price calculator is available.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL

Passed

IN3 350 OUT105

✓

NoToolForHorrorMovieCatalogBFCL/irrelevance_81: horror movie recommendations asked; only a historical stock-price fetcher is available.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL

Passed

IN3 351 OUT377

×

NoToolForLossProjectionBFCL/irrelevance_73: a loss projection asked; only a revenue-prediction tool is available (revenue != loss).1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

Assertion expression evaluated to false: response.ToolCalls.Count == 0 Values: response.ToolCalls.Count = 1

Failed

IN6 718 OUT166

✓

NoToolForPoundToKilogramBFCL/irrelevance_75: a mass unit conversion asked; only a portfolio-returns calculator is available.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL

Passed

IN3 349 OUT17

✓

NoToolForProfitMarginBFCL/irrelevance_71: profit margin asked; only an ROI calculator is available (ROI != margin) -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN3 371 OUT89

✓

NoToolForStockNewsBFCL/irrelevance_82: stock news asked; only a capital-gains calculator is available (gains != news) -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN3 346 OUT128

Tool Calling - Irrelevance: Finance Near-Matches 7 passed2 failed

77.8%

IN37 884 OUT1 522

✓

NoToolForBitcoinPriceBFCL/irrelevance_56: current bitcoin price asked; only a generic database record-select tool is available.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL

Passed

IN3 428 OUT63

✓

NoToolForBookstoreLookupBFCL/irrelevance_55: which online bookstore sells a title asked; only an add-to-cart tool is available.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL

Passed

IN3 433 OUT44

×

NoToolForBusinessRateOfReturnBFCL/irrelevance_74: rate of return asked; only a net-profit calculator is available (profit != rate of return).1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

Assertion expression evaluated to false: response.ToolCalls.Count == 0 Values: response.ToolCalls.Count = 1

Failed

IN6 919 OUT163

✓

NoToolForCoinFlipProbabilityBFCL/irrelevance_66: probability of a coin landing heads asked; only a standard-deviation tool is available.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN3 433 OUT61

✓

NoToolForCurrentInterestRateBFCL/irrelevance_83: the current market interest rate asked; only a mortgage-payment calculator is available.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN3 427 OUT101

✓

NoToolForExternalRateOfReturnBFCL/irrelevance_72: EXTERNAL rate of return asked; only an internal-rate-of-return (IRR) tool is available (ERR != IRR, even though cash flows are given) -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN3 457 OUT106

×

NoToolForFinalPriceWithoutBasePriceBFCL/irrelevance_60: final price after discount+tax asked, but the original price is never given, so the (domain-matching) calculateFinalPrice cannot be correctly called -> no tool fits.1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

Assertion expression evaluated to false: response.ToolCalls.Count == 0 Values: response.ToolCalls.Count = 1

Failed

IN6 922 OUT117

✓

NoToolForFrontendDevelopmentBFCL/irrelevance_62: how to build an e-commerce frontend asked; only a recommender-model builder is available.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL

Passed

IN3 433 OUT781

✓

NoToolForHighestGrossingMovieBFCL/irrelevance_54: highest-grossing movie of all time asked; only a movie search (requires a specific title + year, not provided) is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN3 432 OUT86

Tool Calling - Irrelevance: Food, Time & Distance 4 passed1 skipped

100.0%

IN10 840 OUT832

✓

NoToolForCakeBakingMachineBFCL/irrelevance_218: a baking MACHINE/appliance asked; only a recipe retriever available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN2 708 OUT255

✓

NoToolForDrivingTravelTimeBFCL/irrelevance_215: driving TRAVEL TIME asked; only a restaurant-bill tip calculator available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN2 712 OUT142

✓

NoToolForLondonTimezoneNameBFCL/irrelevance_226: the NAME of London's timezone asked; only a local-TIME-by-timezone tool available (it needs the timezone as input and returns a time, not the timezone name) -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN2 704 OUT300

–

NoToolForPizzaInBostonBFCL/irrelevance_213: a place for pizza asked; a cuisine+location restaurant_finder is available. REVIEW FLAG (fairness): restaurant_finder(cuisine=pizza/Italian, location=Boston) plausibly answers this, so a competent human might legitimately call it. BFCL labels it irrelevant; kept as such and marked Hard because the intended "no call" is debatable. No OTHER query here is a restaurant search, so the tool cannot wrongly satisfy the file's other cases.0 AI queries 0 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Skipped: Not a valid irrelevance item (item flaw): the case's own tool 'restaurant_finder' (cuisine+location) answers 'good place for pizza in Boston' - BFCL-mislabeled relevant. Kept for traceability.

Skipped

IN0 OUT0

✓

NoToolForTriangleHypotenuseBFCL/irrelevance_238: the HYPOTENUSE of a triangle asked; only a geo lat/long distance calculator available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN2 716 OUT135

Tool Calling - Irrelevance: Geo, Travel & Sentiment 6 passed2 failed1 skipped

75.0%

IN34 177 OUT827

✓

NoToolForAverageTemperatureBmiBFCL/irrelevance_110: an average December temperature asked; only a BMI calculator is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL

Passed

IN3 398 OUT13

×

NoToolForCaseLawyerBFCL/irrelevance_95: the lawyer of a case asked; only a case-outcome retriever is available -> no tool fits.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Assertion expression evaluated to false: response.ToolCalls.Count == 0 Values: response.ToolCalls.Count = 1

Failed

IN6 823 OUT132

✓

NoToolForCurrentTimeSunriseBFCL/irrelevance_102: the current time asked; only a sunrise/sunset time calculator is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN3 397 OUT95

✓

NoToolForFamousQuoteBFCL/irrelevance_119: a famous quote asked; only a sentiment-analysis tool is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL

Passed

IN3 395 OUT32

✓

NoToolForFastestRouteBFCL/irrelevance_114: the fastest route asked; only a closest-airport finder is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN3 399 OUT101

–

NoToolForRestaurantsInLondonBFCL/irrelevance_113: restaurants in London asked; only a generic points-of-interest locator is available -> no tool fits.0 AI queries 0 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Skipped: Not a valid irrelevance item (item flaw): the case's own tool 'find_pois' (locate points of interest by category) answers 'restaurants in London' (restaurants are POIs) - BFCL-mislabeled relevant. Kept for traceability.

Skipped

IN0 OUT0

✓

NoToolForSportsBrainImpactBFCL/irrelevance_120: the neurological impact of sports asked; only a caffeine neurological-impact tool is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN3 398 OUT58

✓

NoToolForTrafficConditionBFCL/irrelevance_112: the current traffic condition asked; only an address geocoder is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN3 397 OUT106

×

NoToolForTravelTimeByCarBFCL/irrelevance_115: travel time by car asked; only a coordinate-distance calculator is available -> no tool fits.1 AI query 2 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Assertion expression evaluated to false: response.ToolCalls.Count == 0 Values: response.ToolCalls.Count = 2

Failed

IN6 970 OUT290

Tool Calling - Irrelevance: Legal & Case Lookup 10 passed

100.0%

IN35 527 OUT892

✓

NoToolForAppleCaloriesBFCL/irrelevance_100: calories in an apple asked; only a litigation-cost calculator is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL

Passed

IN3 550 OUT24

✓

NoToolForBrainWeightBFCL/irrelevance_122: average human brain weight asked; only a per-patient neural-activity tool is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN3 552 OUT23

✓

NoToolForCaseJudgementBFCL/irrelevance_93: a case judgement asked; only a law-firm impactful-cases lister is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN3 550 OUT94

✓

NoToolForChineseRestaurantBFCL/irrelevance_97: a Chinese-restaurant recommendation asked; only a lawsuit-filing tool is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL

Passed

IN3 553 OUT60

✓

NoToolForMovieRecommendationBFCL/irrelevance_116: a movie recommendation asked; only a word-count tool is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL

Passed

IN3 551 OUT102

✓

NoToolForNbaChampionBFCL/irrelevance_118: the 1996 NBA champion asked; only an NBA playoff-brackets display tool is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN3 553 OUT31

✓

NoToolForPaintingEiffelSettlementBFCL/irrelevance_98: how long to paint the Eiffel Tower asked; only a lawsuit-settlement estimator is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL

Passed

IN3 554 OUT11

✓

NoToolForSecurityGuardSearchBFCL/irrelevance_92: finding a security guard asked; only a lawyer-search tool is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN3 560 OUT117

✓

NoToolForSphereVolumeBFCL/irrelevance_104: sphere volume asked; only a circular-park area tool is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN3 554 OUT79

✓

NoToolForTrafficLawsBFCL/irrelevance_99: traffic laws asked; only a lawsuit-search tool is available (lawsuits, not laws) -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN3 550 OUT351

Tool Calling - Irrelevance: Math & Science Distractors 8 passed

100.0%

IN25 252 OUT647

✓

NoToolForDefiniteIntegralBFCL/irrelevance_9: definite integral asked; only an income-tax calculator is available.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN3 159 OUT73

✓

NoToolForIntegralOfCubeBFCL/irrelevance_8: definite integral asked; only a string-to-int converter is available.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN3 152 OUT121

✓

NoToolForLatestMoviesBFCL/irrelevance_15: latest movie releases asked; only a physics final-velocity tool is available.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL

Passed

IN3 146 OUT55

✓

NoToolForPerpendicularSlopeBFCL/irrelevance_3: slope of a perpendicular line asked; only a critical-points finder is available.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN3 164 OUT57

✓

NoToolForPrimeFactorsBFCL/irrelevance_13: prime factorization asked; only a compound-interest calculator is available.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN3 149 OUT69

✓

NoToolForRectangleAreaBFCL/irrelevance_6: rectangle area asked; only a circle-drawing tool is available.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN3 160 OUT37

✓

NoToolForTriangleAreaBFCL/irrelevance_0: triangle area asked; only a BMI tool is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN3 160 OUT88

✓

NoToolForUpwardAccelerationBFCL/irrelevance_14: acceleration asked (it is just gravity); the tempting max-height and final-velocity tools compute neither the acceleration nor what is asked -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN3 162 OUT147

Tool Calling - Irrelevance: Math & Statistics 5 passed1 failed

83.3%

IN21 160 OUT1 005

✓

NoToolForBinomialMeanBFCL/irrelevance_67: the MEAN of a binomial experiment asked; only p-value tools are available (they return a p-value, not the mean) -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN3 028 OUT95

✓

NoToolForCivilLawComponentsBFCL/irrelevance_90: the components/categories of Civil Law asked; only a noise-complaint filing tool is available (filing a complaint does not explain law) -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL

Passed

IN3 000 OUT108

✓

NoToolForCoinTossMaxHeadsBFCL/irrelevance_63: how many heads CAN be obtained from tossing 3 coins (a count/maximum, not a probability) asked; only a probability-of-an-event calculator is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN3 004 OUT120

×

NoToolForNullHypothesisStdDevBFCL/irrelevance_68: the STANDARD DEVIATION of a null-hypothesis test asked; only p-value tools are available (they return a p-value, not a standard deviation) -> no tool fits.1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

Assertion expression evaluated to false: response.ToolCalls.Count == 0 Values: response.ToolCalls.Count = 1

Failed

IN6 116 OUT379

✓

NoToolForPowerOfTwoBFCL/irrelevance_59: raising a number to a power asked; only a linear-equation solver is available.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN3 003 OUT8

✓

NoToolForQuadraticEquationBFCL/irrelevance_57: solving a quadratic equation asked; only a genetic-algorithm optimizer and a LINEAR equation solver are available (a quadratic is not linear) -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN3 009 OUT295

Tool Calling - Irrelevance: Medical, Social & Personality 6 passed3 skipped

100.0%

IN20 464 OUT1 181

✓

NoToolForBigMacCaloriesBFCL/irrelevance_123: calories of a Big Mac asked; only a BMI calculator is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL

Passed

IN3 409 OUT83

✓

NoToolForEconomicHappinessEffectBFCL/irrelevance_126: the effect of economic status on happiness asked; only a happiness-index lookup is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN3 411 OUT406

✓

NoToolForFriendMbtiBFCL/irrelevance_129: a friend's MBTI asked; only a personality-type evaluator (needs trait percentages) is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN3 409 OUT29

–

NoToolForLatestTechTrendBFCL/irrelevance_124: the latest technology trend asked; only a trending-topics-by-category tool is available -> no tool fits.0 AI queries 0 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Skipped: Not a valid irrelevance item (item flaw): the case's own tool 'get_social_trends' (trending topics by category) answers 'latest trend in technology' - BFCL-mislabeled relevant. Kept for traceability.

Skipped

IN0 OUT0

✓

NoToolForMajorAirportsBFCL/irrelevance_117: major US airports asked; only a coordinate-distance calculator is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN3 412 OUT266

–

NoToolForMotorNeuronDiseaseBFCL/irrelevance_121: motor neuron disease info asked; only a generic disease-info retriever is available -> no tool fits.0 AI queries 0 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Skipped: Not a valid irrelevance item (item flaw): the case's own tool 'medical_records_get_disease_info' directly answers 'information on motor neuron diseases' - BFCL-mislabeled relevant. Kept for traceability.

Skipped

IN0 OUT0

✓

NoToolForPopularBooksBFCL/irrelevance_125: popular books by an author asked; only a recent-tweets retriever is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL

Passed

IN3 411 OUT239

–

NoToolForTwitterMoodBFCL/irrelevance_127: overall twitter mood asked; only a twitter sentiment-analysis tool is available -> BFCL ground truth is no tool call.0 AI queries 0 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Skipped: Not a valid irrelevance item (item flaw): the case's own tool 'sentiment_analysis_twitter' directly answers 'general mood of twitter regarding the new iPhone' - BFCL-mislabeled relevant. Kept for traceability.

Skipped

IN0 OUT0

✓

NoToolForVegetableServingsBFCL/irrelevance_128: daily vegetable servings asked; only a personality-test scorer is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL

Passed

IN3 412 OUT158

Tool Calling - Irrelevance: Mixed Distractors 8 passed

100.0%

IN26 008 OUT624

✓

NoToolForAirQualityBFCL/irrelevance_40: current air quality asked; only a plant-biomass calculator is available.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL

Passed

IN3 252 OUT117

✓

NoToolForFavoriteRestaurantBFCL/irrelevance_31: a favorite restaurant recommendation asked; only a cell-division simulator is available.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL

Passed

IN3 248 OUT75

✓

NoToolForGlobalWarmingDocumentaryBFCL/irrelevance_38: a documentary (video) asked; only a scientific-research-paper retriever is available (wrong medium).1 AI query 0 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN3 249 OUT53

✓

NoToolForLasagnaIngredientsBFCL/irrelevance_47: recipe ingredients asked; only a flight-timetable tool is available.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL

Passed

IN3 249 OUT187

✓

NoToolForLionDominantTraitBFCL/irrelevance_34: dominant genetic trait of a species asked; only a gene-variant-FREQUENCY lookup is available (different genetic output).1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN3 251 OUT58

✓

NoToolForMultinucleatedCellNameBFCL/irrelevance_30: name of a cell type with multiple nuclei asked; only a blood-cell classifier (by shape/size) is available.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN3 255 OUT55

✓

NoToolForPicnicSpotBFCL/irrelevance_37: a picnic spot asked; only a local-fauna information tool is available.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN3 248 OUT72

✓

NoToolForTranslationBFCL/irrelevance_52: natural-language translation asked; only a file-compression tool is available.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL

Passed

IN3 256 OUT7

Tool Calling - Irrelevance: Motion, Electricity & Misc 9 passed1 failed

90.0%

IN42 740 OUT1 297

×

NoToolForCarProjectileRangeBFCL/irrelevance_16: projectile-style "how far will a car travel" asked with symbolic v/t/theta; the range tool needs concrete numeric velocity + angle -> nothing to pass -> no tool fits.1 AI query 2 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Assertion expression evaluated to false: response.ToolCalls.Count == 0 Values: response.ToolCalls.Count = 2

Failed

IN10 865 OUT380

✓

NoToolForConeVolumeBFCL/irrelevance_19: cone volume asked; only an investment-return calculator is available.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL

Passed

IN3 547 OUT115

✓

NoToolForCurrentClockTimeBFCL/irrelevance_17: current clock time asked; only a travel-time (distance/speed) calculator is available.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN3 536 OUT47

✓

NoToolForElectronMassBFCL/irrelevance_24: mass of an electron asked (a knowledge fact); only an electric-current tool is available.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN3 537 OUT42

✓

NoToolForFibonacciOf20BFCL/irrelevance_51: fibonacci number asked; only a cryptocurrency-price tool is available (the fibonacci calculator lives in a different file so it cannot satisfy this query).1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL

Passed

IN3 538 OUT89

✓

NoToolForForceAngleFromMomentumBFCL/irrelevance_18: angle of a force from momentum asked; only a vector-angle-from-XY-components tool is available.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN3 543 OUT99

✓

NoToolForHorrorMovieListBFCL/irrelevance_50: movie recommendations asked; only a Celsius-to-Fahrenheit converter is available.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL

Passed

IN3 543 OUT410

✓

NoToolForMagneticFieldNearWireBFCL/irrelevance_21: magnetic field near a current-carrying wire asked; only an EM-wave-amplitude tool is available (magnetic-field calculators are deliberately kept in a different file).1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN3 552 OUT45

✓

NoToolForSineOf45DegreesBFCL/irrelevance_45: sine of an angle asked; only a polygon-drawing tool is available.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL

Passed

IN3 538 OUT23

✓

NoToolForTeslaPriceBFCL/irrelevance_46: product price of a car asked; only a currency-exchange-rate tool is available.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN3 541 OUT47

Tool Calling - Irrelevance: Music Theory & Lookup 8 passed

100.0%

IN25 588 OUT1 268

✓

NoToolForAncientGreekLawmakersBFCL/irrelevance_171: who established laws in Ancient Greece asked (history); only a musical-piece composer search is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN3 196 OUT325

✓

NoToolForBasketballGameAtVenueBFCL/irrelevance_169: who is playing a basketball game at a venue asked; only concert-locating tools exist.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN3 199 OUT50

✓

NoToolForBluesScalePatternBFCL/irrelevance_176: the interval pattern of a blues scale asked; only composer lookups are available (get_blues_scale lives in E2) -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN3 201 OUT287

✓

NoToolForDonQuixoteAuthorBFCL/irrelevance_172: author of the novel Don Quixote asked; only music-composition lookups exist -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN3 194 OUT16

✓

NoToolForFamousUsComposersBFCL/irrelevance_170: most famous US composers asked (general knowledge, no specific piece); only a chord-progression creator + piece-specific composer lookups exist -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN3 197 OUT350

✓

NoToolForGrammyBestAlbumBFCL/irrelevance_177: Grammy Award winner asked; only a song chord-progression lookup is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN3 202 OUT40

✓

NoToolForPrimaryTriadsOfKeyBFCL/irrelevance_173: primary triads of a key asked; only a genre-common-chords finder is available (primary_triads lives in E2) -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN3 200 OUT96

✓

NoToolForUniversityClassAvailabilityBFCL/irrelevance_168: availability of a university class asked; only concert-availability / concert-search tools are available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN3 199 OUT104

Tool Calling - Irrelevance: Probability & Legal 4 passed1 failed

80.0%

IN16 840 OUT795

✓

NoToolForFaceCardProbabilityBFCL/irrelevance_64: probability of drawing a face card from a deck asked; only a COIN-toss heads probability tool is available (coins, not cards) -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN2 798 OUT133

✓

NoToolForHomeElectricityNeedBFCL/irrelevance_58: home electricity demand (kWh) asked; only a solar-panel COUNT calculator is available (it sizes panels, not electricity need, and needs sunlight hours not given) -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN2 801 OUT48

✓

NoToolForNoiseComplaintProcessBFCL/irrelevance_91: how/whether to report a noise complaint asked; only a law-category listing tool is available (it lists legal categories, it does not file or advise on complaints) -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN2 798 OUT11

×

NoToolForRedMarbleCountBFCL/irrelevance_65: number of red marbles asked; only a determine-population tool is available (it returns a total population from probability + sample size, not a sub-category count) -> no tool fits.1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

Assertion expression evaluated to false: response.ToolCalls.Count == 0 Values: response.ToolCalls.Count = 1

Failed

IN5 646 OUT76

✓

NoToolForTenantRightsBFCL/irrelevance_89: explaining tenant rights asked; only a contract-generation tool is available (generating a contract does not explain rights) -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL

Passed

IN2 797 OUT527

Tool Calling - Irrelevance: Recipes & Cooking 8 passed1 skipped

100.0%

IN27 658 OUT1 588

✓

NoToolForBestGameCharacterBFCL/irrelevance_206: best game character vs a dragon asked; only a best-WEAPON finder available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN3 461 OUT584

✓

NoToolForBestMovie2020BFCL/irrelevance_235: best MOVIE of 2020 asked; only a currency-exchange calculator available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL

Passed

IN3 458 OUT144

✓

NoToolForBuildingAPcBFCL/irrelevance_209: how to build a PC asked; only a cooking-recipe retriever available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL

Passed

IN3 453 OUT691

✓

NoToolForFamousPlaceInParisBFCL/irrelevance_210: most famous PLACE in Paris asked; only a restaurant-by-dish search available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL

Passed

IN3 455 OUT13

✓

NoToolForGameShortestPathBFCL/irrelevance_208: shortest in-game path asked; only a taxi-fare calculator available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL

Passed

IN3 463 OUT97

✓

NoToolForInchToMeterBFCL/irrelevance_234: LENGTH conversion (inches to metres) asked; only a CURRENCY converter available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN3 454 OUT15

✓

NoToolForLowestGameScoreBFCL/irrelevance_207: LOWEST game score asked; only a HIGHEST-score retriever available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN3 458 OUT30

✓

NoToolForNewYorkPopulationBFCL/irrelevance_225: current POPULATION of New York asked; only a time-zone converter available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL

Passed

IN3 456 OUT14

–

NoToolForQuickestFlightLondonTokyoBFCL/irrelevance_236: quickest way to fly London->Tokyo asked; a flight-duration tool is available. REVIEW FLAG (fairness): get_flight_duration plausibly answers this ("quickest ... by plane" ~= quickest flight duration), so a competent human might legitimately call it. Kept as BFCL labels it (irrelevant), but this item is borderline. Marked Hard because the intended "no call" is debatable.0 AI queries 0 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Skipped: Not a valid irrelevance item (item flaw): the case's own tool 'get_flight_duration' (with flight_type non-stop) plausibly answers 'quickest way ... by plane' - BFCL-mislabeled/borderline-relevant. Kept for traceability.

Skipped

IN0 OUT0

Tool Calling - Irrelevance: Restaurants & Travel 8 passed

100.0%

IN26 531 OUT519

✓

NoToolForBeijingSunsetBFCL/irrelevance_227: SUNSET time asked; only a SUNRISE calculator available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN3 315 OUT75

✓

NoToolForClosestItalianRestaurantBFCL/irrelevance_216: FIND the closest Italian restaurant asked; only a currency converter available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL

Passed

IN3 314 OUT52

✓

NoToolForFindSushiRestaurantBFCL/irrelevance_214: FIND a sushi restaurant asked; only a tip calculator available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN3 316 OUT52

✓

NoToolForNearestPharmacyBFCL/irrelevance_237: FIND the nearest pharmacy asked; only a route-to-a-known-location planner available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN3 316 OUT52

✓

NoToolForPetFriendlyTrainStationBFCL/irrelevance_230: a pet-friendly TRAIN STATION asked; only hotel search tools available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN3 315 OUT53

✓

NoToolForSushiRestaurantsTokyoBFCL/irrelevance_229: FIND sushi RESTAURANTS asked; only hotel-booking tools available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL

Passed

IN3 316 OUT26

✓

NoToolForThaiRestaurantChicagoBFCL/irrelevance_231: FIND a Thai RESTAURANT asked; only a hotel-availability checker available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN3 317 OUT90

✓

NoToolForYogaRetreatBFCL/irrelevance_232: a yoga RETREAT asked; only a HOTEL search tool available. REVIEW FLAG (fairness): a retreat is not a hotel, but hotel_search_find_hotels accepts arbitrary amenities (spa, vegetarian) and a location, so it is somewhat tempting. BFCL labels this irrelevant (retreat != hotel); kept as such and marked Hard because the boundary is borderline.1 AI query 0 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN3 322 OUT119

Tool Calling - Irrelevance: Sports & Games (set 1) 9 passed1 failed

90.0%

IN39 303 OUT1 326

×

NoToolForAssistAverageBFCL/irrelevance_185: assist average asked; only an average-SCORING tool is available -> no tool fits.1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

Assertion expression evaluated to false: response.ToolCalls.Count == 0 Values: response.ToolCalls.Count = 1

Failed

IN7 167 OUT80

✓

NoToolForBestChessMoveBFCL/irrelevance_194: best next move asked; only a board-game-STATISTICS tool is available (the move-suggesting board_analyser lives in E4) -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN3 574 OUT97

✓

NoToolForChessArrangementCountBFCL/irrelevance_196: total theoretical arrangements asked; only a final-score calculator is available (possible_moves lives in E4) -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN3 574 OUT11

✓

NoToolForFootballTeamRankingBFCL/irrelevance_186: ranking of a team asked; only a season-MVP tool is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN3 570 OUT17

✓

NoToolForIceCreamStoreBFCL/irrelevance_201: find a physical store asked; only a video-game guide is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL

Passed

IN3 567 OUT77

✓

NoToolForMostHeartsInPokerBFCL/irrelevance_199: who holds most of a suit asked; only a poker-dealing tool is available (get_highest_card_holder lives in E4) -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN3 574 OUT183

✓

NoToolForPlayerBiographyBFCL/irrelevance_189: a biographical "who is X" asked; only a top-ranked-athlete lookup is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN3 567 OUT94

✓

NoToolForTeamRosterBFCL/irrelevance_192: full roster asked; only a top-scorer tool is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN3 569 OUT144

✓

NoToolForUnoRulesBFCL/irrelevance_198: the rules of a game asked; only a deck-shuffling tool is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN3 571 OUT589

✓

NoToolForWorldCupWinnerBFCL/irrelevance_191: who won a tournament asked (no team named); only a per-team match-stats tool exists.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN3 570 OUT34

Tool Calling - Irrelevance: Sports & Games (set 2) 7 passed2 failed

77.8%

IN38 178 OUT861

✓

NoToolForBlackjackAceRuleBFCL/irrelevance_200: a rules question asked; only a poker highest-card-holder tool is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN3 469 OUT39

✓

NoToolForBookAuthorBFCL/irrelevance_205: author of a book asked; only a video-game score calculator is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL

Passed

IN3 473 OUT19

✓

NoToolForChessTournamentWinnerBFCL/irrelevance_195: who won a tournament asked; only a board-position move-suggester is available (the game-history fetch_game_stats lives in E3) -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN3 470 OUT20

✓

NoToolForCreateJigsawBFCL/irrelevance_204: CREATE a puzzle asked; only a puzzle-SOLVING tool is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN3 463 OUT107

×

NoToolForHaloPlayerRankBFCL/irrelevance_203: a player's RANK asked; only a player-SCORE lookup is available -> no tool fits.1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

Assertion expression evaluated to false: response.ToolCalls.Count == 0 Values: response.ToolCalls.Count = 1

Failed

IN6 951 OUT88

×

NoToolForLakersTopScorerBFCL/irrelevance_193: top scorer of a team asked; only a team-details tool (roster/results/upcoming, not scorers) is available (sports_team.get_top_scorer lives in E3) -> no tool fits.1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

Assertion expression evaluated to false: response.ToolCalls.Count == 0 Values: response.ToolCalls.Count = 1

Failed

IN6 952 OUT119

✓

NoToolForMonopolyWinnerBFCL/irrelevance_197: who won a casual game asked; only a possible-moves calculator is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN3 468 OUT33

✓

NoToolForTopTennisPlayerBFCL/irrelevance_190: top ranked PLAYER asked; only a TEAM standing/ranking tool is available (the athlete-ranking get_top_ranked lives in E3) -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN3 467 OUT387

✓

NoToolForWorldSeriesWinnerBFCL/irrelevance_202: who won a real game asked; only a score calculator (from raw points) is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN3 465 OUT49

Tool Calling - Irrelevance: Sports Statistics 8 passed1 failed

88.9%

IN35 099 OUT1 060

✓

NoToolForBasketballSeasonMvpBFCL/irrelevance_187: who won the MVP asked; only a team-ranking tool is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN3 511 OUT312

✓

NoToolForClippersRosterBFCL/irrelevance_179: roster of a team asked; only a two-team game-results tool is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN3 504 OUT109

✓

NoToolForCommonChordsInPopBFCL/irrelevance_174: most common chords in a pop song asked; only a key-signature primary-triads tool is available (find_common_chords lives in E1) -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN3 509 OUT236

×

NoToolForCricketMatchParticipantsBFCL/irrelevance_180: who is playing in cricket matches today asked; only a cricket-schedule tool (dates/matches, not participants) is available -> no tool fits.1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

Assertion expression evaluated to false: response.ToolCalls.Count == 0 Values: response.ToolCalls.Count = 1

Failed

IN7 029 OUT148

✓

NoToolForLaLigaPlayersBFCL/irrelevance_181: who played in a whole league asked; only a two-named-team last-match-result tool exists.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN3 504 OUT154

✓

NoToolForMoonlightSonataComposerBFCL/irrelevance_175: composer of Moonlight Sonata asked; only a blues-scale generator is available here (all composer-lookup tools are isolated in E1) -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN3 507 OUT13

✓

NoToolForNbaMvpWinnerBFCL/irrelevance_184: who won an MVP award asked (no player named); only a per-player stats tool that requires a player name is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN3 513 OUT47

✓

NoToolForTopAssistPlayerBFCL/irrelevance_178: top ASSIST player asked; only a top-GOAL-scorer tool is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN3 508 OUT19

✓

NoToolForWimbledonChampionBFCL/irrelevance_183: winner of a tournament asked (no person named); only a celebrity-info tool that requires a name is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN3 514 OUT22

Tool Calling - Irrelevance: Time, Weather & Misc 2 passed1 failed1 skipped

66.7%

IN10 350 OUT204

×

NoToolForCityDistanceKmBFCL/irrelevance_239: DISTANCE (km) between two cities asked; only a get_date tool that returns the TIME difference between two locations is available (its 'unit' arg mentions distance, but it computes time) -> no tool fits.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Assertion expression evaluated to false: response.ToolCalls.Count == 0 Values: response.ToolCalls.Count = 1

Failed

IN5 192 OUT84

–

NoToolForCurrentTimeSydneyBFCL/irrelevance_228: current time in Sydney asked; a local-time-by-city tool is available. REVIEW FLAG (fairness): get_local_time(location='Sydney') directly answers this, so a competent human would legitimately call it. BFCL nonetheless files it under irrelevance; kept as such to preserve the source label, but this item is effectively RELEVANT and should be reviewed. Marked Hard because the "no call" expectation is contradicted by the tool itself.0 AI queries 0 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Skipped: Not a valid irrelevance item (item flaw): the case's own tool 'get_local_time' directly answers 'current time in Sydney' - BFCL-mislabeled relevant. Kept for traceability.

Skipped

IN0 OUT0

✓

NoToolForTomatoCaloriesBFCL/irrelevance_222: CALORIES in a tomato asked; only a grocery-item-details lookup available. REVIEW FLAG (fairness): item_details at 'detailed' level could arguably surface nutrition info, and it requires a store_location the user never gave; BFCL labels it irrelevant (it is a grocery-store item lookup, not a nutrition-facts service). Kept as such; marked Medium as borderline.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN2 580 OUT52

✓

NoToolForWriteABookBFCL/irrelevance_217: "can you write a book" asked; only a recipe-CREATION tool available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL

Passed

IN2 578 OUT68

Tool Calling - Irrelevance: Weather, Environment & Services 10 passed

100.0%

IN36 637 OUT1 365

✓

NoToolForBestCo2ReductionBFCL/irrelevance_108: the best way to reduce CO2 asked; only a numeric emission-reduction estimator is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN3 662 OUT305

✓

NoToolForBestMonthToVisitBFCL/irrelevance_101: best month to visit Hawaii asked; only an average-monthly-temperature tool is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN3 660 OUT168

✓

NoToolForCactusNutrientsBFCL/irrelevance_109: a plant's nutrient needs asked; only a weekly watering-needs calculator is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN3 667 OUT164

✓

NoToolForCurrentTimeWeatherBFCL/irrelevance_103: the current time asked; only a current-weather forecast tool is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN3 661 OUT18

✓

NoToolForGardenSpeciesCompositionBFCL/irrelevance_107: garden species composition asked; only a soil sand/silt/clay composition analyzer is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN3 664 OUT261

✓

NoToolForGmoYogaMatBFCL/irrelevance_111: a GMO yoga mat asked; only an eco-friendly product locator is available (GMO is not eco-friendly) -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN3 663 OUT94

✓

NoToolForImpactfulCasesBFCL/irrelevance_94: a firm's impactful cases asked; only a single-case detail lookup is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN3 671 OUT20

✓

NoToolForPaintingEiffelCaseResultBFCL/irrelevance_96: how long to paint the Eiffel Tower asked; only a law-case result lookup is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL

Passed

IN3 663 OUT89

✓

NoToolForPollinationFlowersBFCL/irrelevance_105: top pollination flower species asked; only a route elevation-profile plotter is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL

Passed

IN3 665 OUT20

✓

NoToolForTomatoFertilizerBFCL/irrelevance_106: best fertilizer for tomatoes asked; only a soil-type analyzer is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN3 661 OUT226

Tool Calling - Parallel Calls: Art, Music & Local Services 9 passed1 failed1 skipped

90.0%

IN112 384 OUT2 367

–

CalculateDrivingDistancesShortestRouteBFCL/parallel_38: two calc_distance calls — New York→Washington DC and Los Angeles→San Francisco. Tightened per methodology: the prompt explicitly enables "shortest route", so shortest_route == true is required (schema default is false).0 AI queries 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Skipped: Ambiguous scope (item flaw, not model behavior): the trailing 'with optional parameter shortest route enabled' can reasonably apply to only the second leg (its nearest clause) or to both; the BFCL ground truth requires it on both, but a competent human would not answer deterministically. Kept for traceability.

Skipped

IN0 OUT0

✓

CheckInstrumentAvailabilityInTwoCitiesBFCL/parallel_42: two check_instrument_availability calls — Yamaha P125 in Berlin and Madrid.1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 490 OUT146

✓

FindMusicStoresInTwoCitiesBFCL/parallel_41: two find_music_instrument_store calls — San Francisco and Chicago; instruments {Yamaha acoustic guitar, Kawai piano} in any order and either casing.1 AI query 2 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN7 515 OUT156

✓

FindRockAndJazzConcertsInTwoCitiesBFCL/parallel_43: four concert_finder calls — {San Francisco, New York} x {rock, jazz} over the next month. time_period may be omitted (defaults to 30 days ≈ "next month"). Isolated from concert_find_nearby (parallel_44) into a separate script: both locate concerts by location+genre and would otherwise create an ambiguous tool choice.1 AI query 4 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN7 776 OUT263

✓

GetExhibitionDetailsForTwoMuseumsBFCL/parallel_40: two museum_exhibition_detail calls — 'Wonder of Nature' at the Louvre and 'Age of Reptiles' at the British Museum. visitor_type {child, adult} (unordered). Tightened per methodology: the prompt explicitly asks for cost "for children and adult", so both visitor types are required (schema default is ['adult'] only).1 AI query 2 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN7 552 OUT284

✓

GetMostPlayedPopAndRockSongsBFCL/parallel_45: two musicCharts_getMostPlayed calls — most played Pop and Rock song in Australia. Optional duration omitted (ground truth accepts the schema default of 0).1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 474 OUT174

×

GetMuseumInfoForTwoCitiesBFCL/parallel_39: two museum_info_get_info calls — Washington D.C. and Paris; details {Opening hours, Adult tickets, Child tickets} in any order.1 AI query 5 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Assertion expression evaluated to false: response.ToolCalls.Count == expectedCount Values: response.ToolCalls.Count = 5 expectedCount = 2

Failed

IN40 514 OUT458

✓

GetRgbAndHexForThreeColorsBFCL/parallel_37: three color_converter_get_color_info calls — navy, purple, maroon; each with {RGB, HEX} (unordered).1 AI query 3 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN7 626 OUT292

✓

GetTeamRankingsInTwoLeaguesBFCL/parallel_47: two get_team_ranking calls — Barcelona in UEFA Champions League and Manchester United in La Liga.1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN11 143 OUT147

✓

MixPaintColorsForTwoRequestsBFCL/parallel_36: two paint_color_mixture calls — watercolor magenta and acrylic navy.1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 524 OUT123

✓

WinningPercentageForTwoTeamsTwoSeasonsBFCL/parallel_46: four calculate_winning_percentage calls — {Lakers, Bulls} x {2018, 2020}.1 AI query 4 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN7 770 OUT324

Tool Calling - Parallel Calls: Data, Geo & Life Sciences (set 1) 13 passed

100.0%

IN111 786 OUT4 393

✓

AverageFourNumberSetsBFCL/parallel_132: four calculate_average calls — one per list of numbers (element order preserved).1 AI query 4 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN8 768 OUT470

✓

CalculateBmiFourPeopleMetricBFCL/parallel_134: four calculate_bmi calls (weight kg, height cm). Tightened: the prompt states "All measurements are in the metric system", so unit == "metric" is required (also the default).1 AI query 4 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN8 794 OUT395

✓

CalculateCityDistancesInKilometersBFCL/parallel_135: three geo_distance_calculate calls — NY->LA->Miami->NY, in kilometers. Tightened: the tool defaults to miles but the prompt asks "in kilometers", so units == "kilometers" is REQUIRED (omission would return miles, contradicting the request — the ground truth's "omit" option is unsafe here).1 AI query 3 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN8 527 OUT322

✓

CalculateGpsDistancesAlongRouteBFCL/parallel_133: three calculate_distance calls over GPS coordinate pairs (Paris->Rome->Athens-> Giza), each in kilometers. Uses the coordinate-based tool (coord1/coord2), not the city-name distance tools that are also visible.1 AI query 3 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN8 794 OUT418

✓

CompareAverageTemperatureNyAndLaBFCL/parallel_128: two average_temperature calls — New York 7 days in Fahrenheit, Los Angeles 7 days in Celsius. Tightened: the prompt explicitly requests Fahrenheit for NY, so temp_unit == "Fahrenheit" is required (also the default); Celsius is non-default and required for LA.1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN8 362 OUT248

✓

CreateTwoHistogramsWithFiveBinsBFCL/parallel_129: two create_histogram calls — one per data set, 5 bins each (data order preserved).1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN8 826 OUT264

✓

EstimateElephantPopulationThreeScenariosBFCL/parallel_125: three elephant_population_estimate calls — current 500 at 2%, 1.5%, 2.5% over 10y.1 AI query 3 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN8 703 OUT348

✓

FindItalianRestaurantsInNyAndLaBFCL/parallel_130: two find_restaurants calls — New York and Los Angeles, Italian, 4 results each, dietary_requirements [vegan, gluten-free]. Distinct from restaurant_find_nearby (this tool carries food_type + number, which the prompt supplies, so it is the correct choice here).1 AI query 2 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN8 426 OUT243

✓

FindRestaurantsByDietInThreeCitiesBFCL/parallel_127: three restaurant_find_nearby calls — New York, Los Angeles, Chicago, each with dietary_preference [Vegan, Gluten-free, Dairy-free]. List order follows the prompt (matches ground truth).1 AI query 3 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN8 549 OUT375

✓

PredictEvolutionDarwinAndLamarckBFCL/parallel_126: two prediction_evolution calls — African Elephant over 5000y, Darwin then Lamarck. Tightened per methodology: the prompt explicitly says "using the Darwin model", so model == "Darwin" is required for the first call (ground truth also accepts omission via the 'Darwin' default).1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN8 385 OUT313

✓

ProjectPopulationGrowthJapanAndIndiaBFCL/parallel_124: four population_projections calls — Japan/10y and India/20y, each at the current (default) growth rate and at an explicit rate. "current growth rate" maps to the default (growth_rate omitted, accepts null or 0.01); the explicit 1.5%/2.1% rates are required.1 AI query 4 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN8 710 OUT456

✓

RouteThreeLegsAvoidingTollsBFCL/parallel_131: three map_routing_fastest_route calls — SF->Palo Alto->San Jose->home, all avoiding tolls. Tightened: the prompt explicitly says "avoiding toll roads", so avoid_tolls == true is required for every leg (non-default value stated in the prompt).1 AI query 3 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN8 555 OUT300

✓

ShortestCityDistanceBusWithAndWithoutTransferBFCL/parallel_136: two city_distance_find_shortest calls — NY->LA by bus, first without transfer then allowing transfer. Tightened: the prompt explicitly says "using a bus", so transportation == "bus" is required for both (also the default). allow_transfer: false/omitted for the first, true for the second.1 AI query 2 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN8 387 OUT241

Tool Calling - Parallel Calls: Data, Geo & Life Sciences (set 2) 13 passed1 failed

92.9%

IN134 331 OUT4 739

✓

CalculateAreaOfThreeTrianglesBFCL/parallel_143: three calc_area_triangle calls — (10,5), (15,7), (20,10).1 AI query 3 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN8 962 OUT171

✓

CalculateBinomialProbabilityBasketballBFCL/parallel_161: three calculate_binomial_probability calls — basketball shooter at 60%: (10,7), (15,10), (20,15). probability_of_success == 0.6 is required (prompt states 60%). ISOLATED here (away from prob_dist.binomial in ToolCalling-Parallel-D3): both tools compute binomial probability, and this prompt does not name a function, so having both visible would make the choice genuinely ambiguous. Kept apart so exactly one correct tool is available.1 AI query 3 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN9 041 OUT433

✓

CalculateBmiInMetersForThreePeopleBFCL/parallel_138: three calculate_BMI calls (weight kg, height meters) — John, Sarah, Mike.1 AI query 3 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN9 023 OUT322

✓

CalculateCelestialDistancesInMilesBFCL/parallel_149: two calculate_distance calls between celestial bodies (Mars-Venus, Mars-Jupiter), in miles. Uses the body-name distance tool (body1/body2). Tightened: prompt asks "in miles", so unit == "miles" is required (tool default is kilometers, so omission would be wrong).1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN8 768 OUT183

✓

CalculateClockAnglesAtThreeTimesBFCL/parallel_145: three calculate_clock_angle calls — 3:15, 8:20, 11:50. Tightened: the prompt asks for results "rounded to 2 decimal places", so round_to == 2 is required (also the default).1 AI query 3 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN8 943 OUT441

✓

CalculateFactorialOfFourNumbersBFCL/parallel_144: four math_factorial calls — 5, 3, 4, 2.1 AI query 4 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN8 972 OUT221

✓

CalculateLightTravelTimeThreeLegsBFCL/parallel_147: three light_travel_time calls — 4.22, 6.1, 5.88 light years. Tightened: the prompt explicitly states the speed of light (299792458 m/s), so speed_of_light == 299792458 is required (also default).1 AI query 3 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN9 029 OUT416

✓

CalculateSpeedForCarBicycleTrainBFCL/parallel_148: three calculate_speed calls — car 500m/25s in km/h, bicycle 1000m/200s in m/s, train 10000m/600s in km/h. Each output unit is explicitly named in the prompt, so to_unit is required.1 AI query 3 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN9 044 OUT297

×

FetchAllDataFieldsForTwoEmployeesBFCL/parallel_139: two employee_fetch_data calls — Tech Solutions, employees 12345 and 67890, each fetching all four data fields (order follows the prompt / ground truth).1 AI query 3 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Assertion expression evaluated to false: response.ToolCalls.Count == expectedCount Values: response.ToolCalls.Count = 3 expectedCount = 2

Failed

IN17 361 OUT394

✓

FindDiCaprioDramaAndComedyMoviesBFCL/parallel_140: two imdb_find_movies_by_actor calls — Leonardo DiCaprio, Drama in 2010 and Comedy in 2012. Tightened: the prompt explicitly names each category, so category is required for both.1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN8 764 OUT287

✓

GetImaxAndTwoDTheaterReleasesBFCL/parallel_141: two get_theater_movie_releases calls — New York IMAX over 7 days, Los Angeles 2D over 14 days. Tightened: the prompt explicitly names each format, so format is required for both.1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN8 793 OUT194

✓

PlotTwoSineWavesBFCL/parallel_146: two plot_sine_wave calls with all five parameters supplied by the prompt.1 AI query 2 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN8 899 OUT254

✓

SortFourListsAscendingAndDescendingBFCL/parallel_137: eight array_sort calls — four lists, each sorted ascending AND descending (list element order preserved as given).1 AI query 8 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN9 848 OUT870

✓

UpdateTwoCustomersNameAndEmailBFCL/parallel_142: two update_user_info calls — users 12345 and 67890, both set name "John" and email "example@.com". update_info is a nested object. Tightened: the prompt names the 'CustomerInfo' database, so database == "CustomerInfo" is required (also the default).1 AI query 2 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN8 884 OUT256

Tool Calling - Parallel Calls: Data, Geo & Life Sciences (set 3) 10 passed1 failed

90.9%

IN114 171 OUT4 067

✓

AreaUnderCurveForTwoPolynomialsBFCL/parallel_150: two mathematics_calculate_area_under_curve calls — polynomial [3,-2,1] over [-1,2] and [1,0,-1] over [0,3] (coefficient/limit order preserved).1 AI query 2 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN7 834 OUT219

✓

BinomialProbabilitiesThreeGamesBFCL/parallel_160: three prob_dist_binomial calls — (20,5), (50,15), (100,30), each with p == 0.3 (prompt states a 0.3 win probability). The prompt explicitly names 'prob_dist.binomial'; the colliding calculate_binomial_probability tool is kept in a separate script (ToolCalling-Parallel-D2).1 AI query 3 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN8 005 OUT413

✓

CalculateBmiSystemFourPeopleBFCL/parallel_154: four calculate_bmi calls (weight kg, height cm). Tightened: the prompt says "use the metric system for all calculations", so system == "metric" is required (also the default).1 AI query 4 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN8 132 OUT399

✓

DiceRollProbabilitiesThreeScenariosBFCL/parallel_159: three probability_dice_roll calls — roll 4 three times and roll 2 twice on a six-sided die (die_sides default 6, accepts omission), then roll 7 twice on an eight-sided die (die_sides == 8 required, non-default).1 AI query 3 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN7 942 OUT336

✓

GenerateNormalVariatesTwoConfigsBFCL/parallel_158: four random_normalvariate calls — two at (mu 5, sigma 2) and two at (mu 10, sigma 3). Duplicate calls: each configuration must appear exactly twice (multiplicity 2).1 AI query 4 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN8 068 OUT498

✓

PredictPricesForFourHousesBFCL/parallel_157: four predict_house_price calls — New York (3/2/1500), Los Angeles (4/3/2000), Chicago (2/1/1200), Miami (3/2/1800).1 AI query 4 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN8 256 OUT482

✓

RaiseTwoNumbersToPowersBFCL/parallel_152: two math_power calls — 3^5 and 2^3, no modulus (mod omitted / null).1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 688 OUT146

✓

RunLinearRegressionWithAndWithoutStandardizationBFCL/parallel_155: two run_linear_regression calls — same predictors [Age, Income, Education] and target "Spending Score", first without standardization then with. standardize is explicitly requested (false then true), so it is required for both.1 AI query 2 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN7 900 OUT281

×

TrainRandomForestFourConfigsBFCL/parallel_156: four random_forest_train calls on "data_random_forest" — (100,10), (200,20), (300,30), (400,40). The prompt explicitly names this function, disambiguating it from train_random_forest_classifier visible in this script.1 AI query 5 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Assertion expression evaluated to false: response.ToolCalls.Count == expectedCount Values: response.ToolCalls.Count = 5 expectedCount = 4

Failed

IN34 506 OUT779

✓

TrainRfClassifierTwoConfigsBFCL/parallel_153: two train_random_forest_classifier calls — dataset1 (depth 10, 100 trees) and dataset2 (depth 20, 200 trees). The prompt explicitly names this function, disambiguating it from the other random-forest training tool (random_forest_train) visible in this script.1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 878 OUT216

✓

TriangleAreasInDifferentUnitsBFCL/parallel_151: three geometry_area_triangle calls in different units — (15,20) square meters, (25,30) square feet, (35,40) square inches. First unit is the default (accepts omission / square meters); feet and inches are non-default and required.1 AI query 3 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN7 962 OUT298

Tool Calling - Parallel Calls: Finance, Stats & Legal 13 passed

100.0%

IN110 767 OUT3 683

✓

BuildTwoDecisionTreeClassifiersBFCL/parallel_12: two model_DecisionTreeClassifier calls — gini/depth 5 and entropy/depth 10, both random_state 1.1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN8 444 OUT190

✓

CalculateFutureValueForThreeTermsBFCL/parallel_18: three financials_calculate_future_value calls — years 1, 5, 10 (same 1000 @ 0.05).1 AI query 3 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN8 606 OUT297

✓

CalculatePresentValueForThreeTermsBFCL/parallel_14: three calculate_present_value calls — years 10, 20, 30 (same payment 1000, rate 0.05).1 AI query 3 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN8 603 OUT288

✓

CapitalGainsTaxForTwoStatesBFCL/parallel_15: two calculate_capital_gains_tax calls — CA (15000/25000) and FL (20000/50000).1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN8 496 OUT251

✓

ComputePythagorasForTwoTrianglesBFCL/parallel_10: two math_pythagoras calls — sides (3,4) and (5,12).1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN8 387 OUT198

✓

ConfidenceIntervalForTwoSampleSizesBFCL/parallel_13: two confidence_interval_calculate calls — sample sizes 50 and 150. Tightened per methodology: the prompt explicitly requests "95% confidence interval", so confidence_level == 0.95 is required (schema default is 0.9, but the prompt states the value).1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN8 499 OUT332

✓

CourtCaseStatusAndTrialDatesBFCL/parallel_22: four court_info_get_case_status calls — cases XY1234 (LA) and GH5678 (Orange County), each queried for status (details may be omitted via the 'status' default) and for trial_date.1 AI query 4 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN8 758 OUT423

✓

GetStockPriceAndVolumeForThreeCompaniesBFCL/parallel_17: three get_stock_data calls — AAPL, GOOG/GOOGL, MSFT; each with data_points {price, volume} (unordered).1 AI query 3 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN8 538 OUT266

✓

LoanEligibilityForTwoInstitutionsBFCL/parallel_20: two loan_eligibility_check calls — HSBC (500k/100k) and Wells Fargo (700k/120k).1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN8 511 OUT275

✓

MortgagePaymentForThreeLoanTermsBFCL/parallel_19: three calculate_mortgage_payment calls — loan terms 15, 20, 30 (400000 @ 0.04).1 AI query 3 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN8 631 OUT428

✓

PredictHousePriceInTwoCitiesBFCL/parallel_11: two ml_predict_house_price calls — New York 3000 sq ft, Los Angeles 4000 sq ft.1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN8 418 OUT173

✓

ReturnOnInvestmentGainAndLossBFCL/parallel_16: two calculate_return_on_investment calls — gain 500 on 2000, loss -1000 on 5000.1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN8 449 OUT210

✓

SearchMoneyLaunderingConvictionsBFCL/parallel_21: two law_crimes_search calls — money laundering in San Francisco 2019 and Texas 2018.1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN8 427 OUT352

Tool Calling - Parallel Calls: Legal, History & Environment 11 passed2 failed1 skipped

84.6%

IN137 537 OUT3 560

✓

BookTwoConnectingFlightsBFCL/parallel_30: two book_flight calls — San Francisco→Tokyo (2022-05-03) and Tokyo→Sydney (2022-05-18).1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN9 061 OUT196

✓

CalculateAlimonyForTwoDurationsBFCL/parallel_23: two alimony_calculator_ca_calculate calls — durations 10 and 20 years (10000/3000 income).1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN9 124 OUT161

✓

CalculateWasteForFamilyAndBachelorBFCL/parallel_29: two waste_calculation_calculate calls — LA family (2 adults, 2 children) and New York bachelor (1 single). The population argument is a nested object.1 AI query 2 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN9 074 OUT285

✓

FetchTwoHistoricalFactsBFCL/parallel_31: two history_fact_fetch calls — Treaty of Paris and Magna Carta. Optional depth/year omitted (ground truth accepts the schema defaults).1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN9 010 OUT517

✓

FindClassicalConcertsWithParkingBFCL/parallel_44: two concert_find_nearby calls — classical concerts near Berlin and Paris next Friday. Tightened per methodology: the prompt explicitly asks for concerts "with available parking", so amenities == ['Parking'] is required (this also matches the schema default, but the prompt states it). Isolated from concert_finder (parallel_43) into a separate script: both locate concerts by location+genre and would otherwise create an ambiguous tool choice.1 AI query 2 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN9 038 OUT260

–

FindCourtCasesByNumberAndTypeBFCL/parallel_26: four court_case_find calls — the cross product of case numbers {67813, 71249} and types {Civil, Criminal}; case_number is a single-element array; Civil may be omitted via its default. FLAGGED as borderline (see report): the prompt "case numbers '67813','71249' for type 'Civil' and 'Criminal'" is ambiguous about the pairing; BFCL ground truth expects all four combinations, kept faithful.0 AI queries 0 tool callscategory:ToolCallinglevel:VeryHardsource:BFCL

Skipped: Ambiguous call decomposition (item flaw, not model behavior): 'case numbers 67813, 71249 for type Civil and Criminal' has no single deterministic reading - two calls (both numbers per type, case_number as a list) is as valid as the BFCL 2x2 = four single-number calls; a competent human would not answer deterministically. Kept for traceability.

Skipped

IN0 OUT0

✓

FindNatureReservesNearTwoCitiesBFCL/parallel_27: two nature_reserve_find_nearby calls — Berkeley (10km, picnic tables + restrooms) and Tokyo (5km, playgrounds + biking trails). Amenity list order is unordered.1 AI query 2 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN9 062 OUT226

✓

GetCaseDetailsWithHistoryAndLitigantsBFCL/parallel_24: two law_case_get_details calls — cases 28473 and 64725. Tightened per methodology: the prompt explicitly asks for "their history and details of litigants", so include_history == true and include_litigants == true are required (schema defaults are false).1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN9 044 OUT233

×

GetEventsForTwoPresidenciesBFCL/parallel_32: two us_history_events_by_presidency calls — Abraham Lincoln and George Washington. Optional start_year/end_year omitted (ground truth accepts the schema defaults).1 AI query 4 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Assertion expression evaluated to false: response.ToolCalls.Count == expectedCount Values: response.ToolCalls.Count = 4 expectedCount = 2

Failed

IN13 815 OUT512

✓

GetPresidentsAndVicePresidentsByYearBFCL/parallel_33: four get_president_and_vp calls — president for 1980 and 2016, vice president for 1975 and 2011.1 AI query 4 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN9 330 OUT405

✓

GetReligionInfoForTwoEmpiresBFCL/parallel_35: two ancient_empires_get_religion_info calls — Persian Empire and Mauryan Empire. Tightened per methodology: the prompt explicitly asks for "religious history and influences", so include_influences == true is required (schema default is false).1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN9 015 OUT154

✓

GetTemperatureForTwoCitiesBFCL/parallel_28: two get_current_and_future_temperature calls — Seattle and Los Angeles, next 3 hours.1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN8 987 OUT193

✓

LookupLawsuitsForTwoYearsBFCL/parallel_25: two lawsuit_lookup calls — Dara Inc for years 2019 and 2018.1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN9 032 OUT170

×

TrackChristianityInTwoRegionsBFCL/parallel_34: two religion_history_track calls — Christianity in Egypt and Turkey, 100–1500 A.D.1 AI query 3 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Assertion expression evaluated to false: response.ToolCalls.Count == expectedCount Values: response.ToolCalls.Count = 3 expectedCount = 2

Failed

IN23 945 OUT248

Tool Calling - Parallel Calls: Markets & Environment 13 passed

100.0%

IN119 104 OUT4 826

✓

CalculateCagrForTwoInvestmentsBFCL/parallel_176: two calculate_cagr calls — (5000,7000,5) and (8000,12000,3).1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN8 669 OUT323

✓

CalculateEmissionSavingsForSolarAndWindBFCL/parallel_186: two calculate_emission_savings calls — solar(12 months) and wind(8 months), Midwest region. Prompt states the Midwest region explicitly -> region required (accept "Midwest"/"Midwest region").1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN8 562 OUT235

✓

CompareFutureValueWithAndWithoutContributionsBFCL/parallel_182: two finance_calculate_future_value calls — (5000,0.07,10, no contribution) and (3000,0.06,10, contribution 200). First scenario states "no additional contributions" -> null or 0.1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN8 729 OUT299

✓

ComputeEuclideanNormForThreePointsBFCL/parallel_183: three math_hypot calls — (5,7), (10,15), (20,25). z omitted or 0 (2D points).1 AI query 3 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN8 765 OUT259

✓

EstimatePopulationsForTwoSpeciesAcrossTwoYearsBFCL/parallel_185: four estimate_population calls — Bengal Tigers/India and African Elephants/Kenya for 2021 and for 2023. NOTE: upstream ground truth's third entry lists year "" (omitted -> default 2020), which is an upstream error: the prompt explicitly asks for 2023 for "both these species". We tighten both 2023 estimates to year == 2023 (fair deterministic answer).1 AI query 4 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN8 908 OUT417

✓

FindRootsForTwoQuadraticEquationsBFCL/parallel_184: two algebra_quadratic_roots calls — (3,7,2) and (5,-4,1).1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN8 682 OUT449

✓

GetClosingPricesForTwoCompaniesOnTwoDatesBFCL/parallel_178: four get_stock_price (by-date variant) calls — the 2x2 cross product of {Microsoft, Apple} x {2022-01-01, 2022-02-01} on NASDAQ. Upstream ground truth's first entry loosely lists company_name as [Microsoft, Apple]; the deterministic human answer is the four distinct (company, date) combinations, which we require. exchange NASDAQ (default) may be omitted.1 AI query 4 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN13 277 OUT413

✓

GetDetailedAirQualityForThreeDaysBFCL/parallel_187: three get_air_quality calls — New York City, detail true, for 2023-05-05, 05-04, 05-03. Prompt asks for PM2.5/PM10/ozone/sources -> detail == true; "today/yesterday/day before" with today = May 5, 2023.1 AI query 3 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN8 768 OUT381

✓

GetFourPriceTypesForTwoCompaniesBFCL/parallel_180: eight stock_price calls — {Microsoft, Apple} x {Open, Close, High, Low}, days 30. Prompt explicitly lists all four data types, so data_type must be set explicitly (required) to distinguish the eight calls; omission (default 'Close') cannot represent the four requested types.1 AI query 8 tool callscategory:ToolCallinglevel:VeryHardsource:BFCL

Passed

IN9 442 OUT671

✓

GetPricePerOunceForFourMetalsBFCL/parallel_177: four get_metal_price calls — gold, silver, platinum, palladium, measure 'ounce'. Prompt asks "price per ounce" -> measure == "ounce" required.1 AI query 4 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN8 789 OUT286

✓

GetStockPricesForFourCompaniesAndDurationsBFCL/parallel_181: four get_stock_prices calls — Apple(1 week), Microsoft(2 weeks), Amazon(3 weeks), Tesla(1 month). Each 'companies' argument is a single-element list.1 AI query 4 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN8 838 OUT323

✓

GetTrafficInfoForThreeLegsWithModesBFCL/parallel_188: three get_traffic_info calls — NY->LA (driving), LA->SF (bicycling), SF->NY (transit). First leg explicitly says "driving" -> mode == "driving" required (tightened; also the default).1 AI query 3 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN8 763 OUT315

✓

ProjectFutureValueForThreeStocksBFCL/parallel_175: three portfolio_future_value calls — AAPL(5000,0.07,5), MSFT(8000,0.06,7), AMZN(10000,0.08,10).1 AI query 3 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN8 912 OUT455

Tool Calling - Parallel Calls: Mathematics & Physics (set 1) 12 passed1 failed

92.3%

IN104 087 OUT3 082

✓

AreaOfTwoRightTrianglesInMetersBFCL/parallel_68: two calculate_area calls — right triangles base/height 12x15 and 18x24 in meters. unit required (tool default is 'cm'; the prompt states meters/square meters).1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 992 OUT253

✓

CheckPlayerStatusAcrossThreeSeasonsBFCL/parallel_49: three player_status_check calls — player 3142 in RocketLeague for seasons 2017/2018/2019. Seasons are explicitly given, so each is required (default 2023 not applicable).1 AI query 3 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN8 075 OUT248

✓

CircumferenceOfFourCirclesInCmBFCL/parallel_65: four calculate_circumference calls — radii 5/10/15/20. Tightened per methodology: the prompt gives every radius in cm (e.g. "5cm") and the tool default unit is 'm', so a correct call must pass unit == 'cm'/'centimeter' (ground truth requires it on the first call and merely allows omission on the rest; we require it consistently since it is stated).1 AI query 4 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN8 217 OUT234

✓

ConvertEuroAndPoundsToDollarsBFCL/parallel_59: two get_conversion_cost calls — 15000 Euro->dollars and 200 pounds->dollars.1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 904 OUT204

✓

FinalVelocityForFourDropsBFCL/parallel_81: four calculate_final_velocity calls — heights 10/20/15/25, initial_velocity 0 (stated), gravity 9.81 (default, may be omitted).1 AI query 4 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN8 402 OUT479

×

FindItalianAndJapaneseRestaurantsBFCL/parallel_52: two restaurant_finder calls — Italian in New York (preferences ['Vegetarian']) and Japanese in Los Angeles (delivery; ['Delivery'] or omitted since default is ['Delivery']).1 AI query 2 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Assertion expression evaluated to false: match1 == 1 Values: match1 = 0

Failed

IN7 889 OUT180

✓

FindRootsOfTwoQuadraticsAlgebraBFCL/parallel_62: two algebra_quadratic_roots calls — 3x^2+4x+2 and 5x^2-7x+3.1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN8 054 OUT362

✓

FindSoupAndVeganSaladRecipesBFCL/parallel_51: two recipe_search_find calls — Chicken Noodle Soup (diet omitted/default 'Keto') and a Vegan Salad (diet == 'Vegan', dish name accepts several phrasings).1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 836 OUT141

✓

GcdOfJohnAndMaryNumbersBFCL/parallel_80: two math_gcd calls — gcd(36,48) and gcd(60,96). Same tool as parallel_76.1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 950 OUT169

✓

GcdOfTwoPairsBFCL/parallel_76: two math_gcd calls — gcd(45,60) and gcd(81,27).1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 882 OUT163

✓

GetPokemonMovesAndCheckSolarBeamBFCL/parallel_48: two PokemonGO_get_moves calls — Pikachu's move list (move omitted/default 'Run') and a check whether Bulbasaur can learn 'Solar Beam'.1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 872 OUT171

✓

PrimeFactorsFormattedAndArrayBFCL/parallel_74: four get_prime_factors calls — numbers 4567 and 7890, each formatted true and false (user wants "a formatted string as well as an array").1 AI query 4 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN8 164 OUT340

✓

SaveGameProgressEasyAndHardBFCL/parallel_50: two game_save_progress calls — stage 7 easy and stage 3 hard; level omitted/default 'user'.1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 850 OUT138

Tool Calling - Parallel Calls: Mathematics & Physics (set 2) 13 passed

100.0%

IN116 086 OUT3 391

✓

AreaOfThreeCirclesInMetersBFCL/parallel_66: three geometry_area_circle calls — radii 5/10/15 in meters (default is meters, so units may be omitted).1 AI query 3 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN8 339 OUT175

✓

BookTwoHotelRoomsBFCL/parallel_57: two hotel_booking_book calls — Sheraton (NY, 2 adults/1 child) and Marriott (LA, 1 adult/2 children).1 AI query 2 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN8 387 OUT313

✓

CheckAvailabilityForTwoHotelsBFCL/parallel_56: two hotel_booking_check_availability calls — Queens Hotel (Berlin) and Royal Hotel (Paris), each with check-in/out dates (several date formats accepted).1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN8 319 OUT271

✓

CircumferenceOfFourCirclesInMetersBFCL/parallel_70: four geometry_circumference calls — radii 5/10/15/20. Tightened per methodology: the prompt asks for output in meters and gives radii in m, but the tool default unit is 'cm', so a correct call must pass units == 'm'/'meters' (ground truth requires it on the first call and only allows omission on the rest; we require it consistently since it is explicitly stated).1 AI query 4 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN8 515 OUT407

✓

DerivativeOfPolynomialAndItsDerivativeBFCL/parallel_71: two calculate_derivative calls — 3x^3-2x^2+5x-7 at x=4, then its derivative 9x^2-4x+5 at x=2.1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN12 284 OUT407

✓

FinalVelocityForThreeDragRaceRoundsBFCL/parallel_83: three final_velocity calls — (v0=0,a=5,t=10), (v0=10,a=7,t=8), (v0=20,a=4,t=12).1 AI query 3 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN8 516 OUT363

✓

FindGroceryStoresByCriteriaBFCL/parallel_55: two grocery_store_find_by_criteria calls — NYC ['24 hours'] and San Diego ['Home Delivery'].1 AI query 2 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN8 152 OUT162

✓

GetTwoCookingRecipesBFCL/parallel_53: two get_cooking_recipe calls — Lasagne Bolognese for 4 and Caesar Salad for 2.1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN8 170 OUT163

✓

GetTwoExchangeRatesBFCL/parallel_58: two get_exchange_rate calls — USD->AUD and USD->CAD.1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN8 134 OUT148

✓

HighestCommonFactorOfFourPairsBFCL/parallel_77: four math_hcf calls — (45,60), (90,120), (36,48), (72,96). FLAGGED (see final report): the prompt is phrased as chaining ("use that result to find the HCF with...") but the ground truth treats it as four INDEPENDENT parallel calls on the literal pairs; a human might interpret it as sequential composition. Kept BFCL-faithful (four independent literal-pair calls) since parallel semantics preclude feeding one call's result into another.1 AI query 4 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN8 553 OUT329

✓

OrderSameItemsFromTwoWholeFoodsLocationsBFCL/parallel_54: two whole_foods_order calls — same two items (order-independent) at downtown and uptown, size large.1 AI query 2 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN8 200 OUT187

✓

PrimeFactorizeAsDictionaryBFCL/parallel_79: two prime_factorize calls — 4567 and 7890, return_type 'dictionary' (explicitly requested).1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN8 176 OUT140

✓

SolveTwoQuadraticEquationsBFCL/parallel_63: two solve_quadratic_equation calls — (5,6,1) and (3,2,1). Prompt names this function explicitly.1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN12 341 OUT326

Tool Calling - Parallel Calls: Mathematics & Physics (set 3) 12 passed

100.0%

IN106 277 OUT3 721

✓

AreaOfTwoCirclesInMetersBFCL/parallel_67: two geometry_calculate_area_circle calls — radii 5 and 10 in meters. unit required (tool default is 'cm'; the prompt states meters).1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN8 021 OUT398

✓

AreaOfTwoTrianglesBFCL/parallel_69: two calculate_triangle_area calls — base/height 10x5 and 8x6.1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN12 055 OUT121

✓

DerivativeOfTwoFunctionsAtValuesBFCL/parallel_73: two calculus_derivative calls — 3x^2+2x-1 at 5 (variable x, default) and 4y^3-3y^2+2y-1 at 3 (variable y).1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN8 128 OUT304

✓

DisplacementForThreeCarsBFCL/parallel_84: three calculate_displacement calls — (15,7,accel 3.5), (20,10,accel 2.0), (25,8,no acceleration). The third car travels "without any acceleration" so acceleration == 0 (also the default; omission accepted).1 AI query 3 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN8 344 OUT471

✓

EuclideanNormForThreePointsBFCL/parallel_61: three math_hypot calls — (3,4) and (6,8) with z omitted/0, and (9,12,15).1 AI query 3 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN8 258 OUT292

✓

FactorialOfThreeNumbersBFCL/parallel_60: three math_factorial calls — 5, 7, 9.1 AI query 3 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN8 085 OUT190

✓

FinalSpeedForTwoFreeFallObjectsBFCL/parallel_85: two calculate_final_speed calls — initial_speed 0 for 10 s and initial_speed 5 for 7 s; gravity -9.81 (default, may be omitted).1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN8 151 OUT320

✓

GcdViaNumberTheoryBFCL/parallel_78: two number_theory_gcd calls — (45,60) and (81,63). Prompt names this function explicitly.1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN8 026 OUT185

✓

IntegrateTwoFunctionsWithTwoMethodsBFCL/parallel_72: four integrate calls — x**3 on [2,5] and 2x**2+3x-1 on [-1,3], each with trapezoid (default, may be omitted) and simpson (explicit).1 AI query 4 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN8 472 OUT449

✓

PrimeFactorsOfThreeNumbersBFCL/parallel_75: three number_analysis_prime_factors calls — 45, 100, 150.1 AI query 3 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN8 091 OUT232

✓

SolveFourQuadraticsWithRootTypeBFCL/parallel_64: four solve_quadratic calls — (2,5,3) all roots, (1,-3,2) real, (4,-7,3) all roots, (1,2,1) real. 'all' is the default so it may be omitted; 'real' is explicitly requested and required.1 AI query 4 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN8 542 OUT554

✓

VelocityForTwoCyclingDaysBFCL/parallel_82: two calculate_velocity calls — 120 km in 5 h and 150 km in 6 h; unit km/h (default, may be omitted).1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN12 104 OUT205

Tool Calling - Parallel Calls: Mixed Domains 8 passed2 failed

80.0%

IN80 834 OUT2 361

✓

CalculateBmiForTwoPeopleBFCL/parallel_4: two calculate_bmi calls — 6 ft / 80 kg and 5.6 ft / 60 kg.1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 282 OUT190

✓

CalculateEmForceForTwoTimeIntervalsBFCL/parallel_1: two calculate_em_force calls — same field/area, d_time 4 then 10.1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 303 OUT281

✓

CalculateFactorialForThreeNumbersBFCL/parallel_7: three math_factorial calls — 5, 10, 15.1 AI query 3 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 342 OUT205

✓

CalculateResistanceForCopperAndAluminumBFCL/parallel_2: two calculate_resistance calls — copper then aluminum, same length/area. Tightened per methodology: the prompt explicitly names "resistivity of copper", so the first call must pass resistivity == "copper" (ground truth also accepts omission via the 'copper' default, but an explicitly-stated value must be supplied). Aluminum is non-default → required.1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 290 OUT187

✓

CalculateSalesTaxForThreeCitiesBFCL/parallel_6: three calculate_sales_tax calls — Chicago/IL $30.45, Sacramento/CA $52.33, Portland/OR $11.23.1 AI query 3 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 474 OUT338

✓

FetchPopulationForCitiesStateAndCountryBFCL/parallel_8: four database_us_census_get_population calls — NYC (city), LA (city), Alaska (state), USA (country); year defaults to 2000 (may be omitted). Requires area-type inference.1 AI query 4 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN7 562 OUT308

×

FindMovieShowingsForTwoMoviesBFCL/parallel_9: two find_movie_showing calls near San Diego — Tenet at 5 pm and No Time To Die at 7:30 pm.1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Assertion expression evaluated to false: match0 == 1 Values: match0 = 0

Failed

IN10 873 OUT199

✓

GetSequenceAnd3DForThreeProteinsBFCL/parallel_3: three protein_info_get_sequence_and_3D calls — HbA1c, normal + rat hemoglobin. Tightened per methodology: the prompt explicitly asks for "their 3D models", so model_3d == true is required (ground truth also accepts omission via the default of true).1 AI query 3 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN11 137 OUT277

×

ListShowRatingsOnNetflixAndHuluBFCL/parallel_5: two streaming_services calls — Netflix['Friends'] and Hulu['The Office','Stranger Things'] (Hulu show order unordered), both sorted by rating. Must group shows per service.1 AI query 2 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Assertion expression evaluated to false: match0 == 1 Values: match0 = 0

Failed

IN7 305 OUT228

✓

PlayTwoArtistsForGivenDurationsBFCL/parallel_0: two spotify_play calls — Taylor Swift for 20 min and Maroon 5 for 15 min.1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 266 OUT148

Tool Calling - Parallel Calls: Physical & Life Sciences (set 1) 11 passed1 failed

91.7%

IN110 279 OUT4 301

✓

ElectricFieldForTwoChargesBFCL/parallel_94: two calculate_electric_field calls — charge 5/distance 2 and charge 3/distance 4. "Conducted in a vacuum" = the default permitivity → may be omitted or 0.1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN8 414 OUT344

✓

ElectromagneticForceInTwoMediaBFCL/parallel_96: two electromagnetic_force calls — same charges 5,10 and distance 2, differing by medium_permittivity. Vacuum call (8.854e-12) equals the default → may be omitted or 8.854e-12; the second medium (5e-12) is non-default → required.1 AI query 2 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN8 570 OUT389

✓

EstimateTravelTimeForThreeRoutesBFCL/parallel_93: three route_estimate_time calls — (1) NYC->Miami via Philadelphia/Washington D.C./Atlanta, (2) NYC->Miami skipping Atlanta (via Philadelphia/Washington D.C.), (3) Philadelphia-> Miami via Washington D.C. Stop orderings from ground truth accepted. FLAG parallel_93: BORDERLINE. Ground truth allows many stop-list variants, some including the start city itself as a stop; a competent human's stop set is not fully deterministic. Kept BFCL-faithful by accepting the natural stop orderings (start city excluded from stops).1 AI query 3 tool callscategory:ToolCallinglevel:VeryHardsource:BFCL

Passed

IN8 565 OUT345

✓

FinalSpeedForTwoDroppedObjectsBFCL/parallel_88: two calculate_final_speed calls — v0 0/height 10 and v0 5/height 20. gravity stated as 9.8 (the default) so it may be omitted or 9.8 per ground truth.1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN8 420 OUT261

✓

FinalVelocityForTwoCarsBFCL/parallel_87: two calculate_final_velocity calls — Car A (v0 0, a 6, t 10), Car B (v0 20, a 4, t 15).1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN8 437 OUT221

✓

FinalVelocityFromDistanceForTwoObjectsBFCL/parallel_86: two kinematics_final_velocity_from_distance calls — accel 5/dist 100 and accel 10/dist 200. "Both objects start from rest" → initial_velocity may be omitted or 0 (default).1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN8 409 OUT326

✓

FindVeganRestaurantsInThreeCitiesBFCL/parallel_91: three vegan_restaurant_find_nearby calls — LA, SF, Seattle, each with operating_hours 22 (prompt: "open until at least 22:00", a non-default value → required).1 AI query 3 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN8 466 OUT313

✓

GenerateFourTravelItinerariesBFCL/parallel_90: four travel_itinerary_generator calls — Tokyo/7/200/urban, Paris/10/150/history, Sydney/5/100/nature, Rome/12/180/culture. Tokyo's "urban" equals the default → omit or "urban".1 AI query 4 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN8 791 OUT423

✓

GetDirectionsForRoundTripBFCL/parallel_89: three get_directions calls — SF->Palo Alto (fastest), Palo Alto->Golden Gate Bridge (scenic), Golden Gate Bridge->SF (fastest). route_type explicitly stated each time.1 AI query 3 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN8 516 OUT428

×

MagneticFieldForTwoLoopsBFCL/parallel_95: two calculate_magnetic_field calls — current 10/radius 0.5 and current 15/radius 1.0. "Same as in free space" = default permeability → may be omitted or 0.1 AI query 3 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Assertion expression evaluated to false: response.ToolCalls.Count == expectedCount Values: response.ToolCalls.Count = 3 expectedCount = 2

Failed

IN16 733 OUT616

✓

ResonantFrequencyForTwoCircuitsBFCL/parallel_97: two calculate_resonant_frequency calls — L 0.005/C 1e-07/round 3 and L 0.007/C 2e-07/round 4. Rounding is stated explicitly → required.1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN8 484 OUT310

✓

ShortestDrivingDistanceRoundTripBFCL/parallel_92: three get_shortest_driving_distance calls — NYC->LA, LA->Miami, Miami->NYC, all in miles (prompt explicitly "in miles" → non-default unit required).1 AI query 3 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN8 474 OUT325

Tool Calling - Parallel Calls: Physical & Life Sciences (set 2) 11 passed2 failed

84.6%

IN111 811 OUT5 741

✓

AbsolutePressureAtTwoAltitudesBFCL/parallel_102: two calc_absolute_pressure calls — gauge 2.5 with atm 1 (default; may be omitted) and gauge 2.5 with atm 0.85 (non-default → required).1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN8 525 OUT660

✓

BoilingMeltingPointsAcrossSeaLevelsBFCL/parallel_100: four get_boiling_melting_points calls — water@0, iron@1000, water@1000, iron@0. FLAG parallel_100: BORDERLINE. The prompt ("water and iron at sea levels of 0 and 1000 meters respectively") reads most naturally as TWO calls (water@0, iron@1000), but the BFCL ground truth is the full 2x2 cross product (FOUR calls). Kept BFCL-faithful to the ground truth; a competent human could reasonably answer with two calls, so this item's expected call count is not fully deterministic.1 AI query 2 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN8 409 OUT228

×

CellInfoDetailedAndBriefBFCL/parallel_108: two biology_get_cell_info calls — neuron with detailed=true (prompt: "detailed description"), muscle with detailed=false ("less detailed", the default).1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Assertion expression evaluated to false: match1 == 1 Values: match1 = 0

Failed

IN8 413 OUT1 231

✓

DensityForTwoSubstancesBFCL/parallel_101: two calculate_density calls (mass/volume schema) — 10 kg / 2 m³ and 15 kg / 3 m³. unit "kg/m³" equals the default → may be omitted or "kg/m³".1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN8 540 OUT242

✓

ElectricFieldStrengthAtSeveralDistancesBFCL/parallel_98: four calculate_electric_field_strength calls — charge 2, distances 0.5/1/2 in vacuum (default medium), plus distance 1 in air. The distance-1 vacuum and distance-1 air calls are distinguished by medium. Vacuum equals the default → may be omitted or "vacuum"; "air" is required.1 AI query 4 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN8 835 OUT559

✓

EntropyChangeForTwoConditionsBFCL/parallel_103: two entropy_change_calculate calls — substance A, mass 2, temps 25->75 and 10->50. pressure 1 equals the default → may be omitted or 1.1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN8 642 OUT291

✓

FetchDnaSequenceThreeWaysBFCL/parallel_106: three fetch_DNA_sequence calls for id XYZ123 — default fasta/0, then genbank format, then 500 bp upstream. Defaults (fasta, upstream 0) may be omitted.1 AI query 3 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN8 617 OUT281

✓

FunctionLookupForTwoMoleculesBFCL/parallel_110: two cell_biology_function_lookup calls — ATP in mitochondria and DNA in nucleus, both with specific_function=true (prompt asks for a specific function within the organelle).1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN8 473 OUT142

×

HeatCapacityForThreeConditionsBFCL/parallel_105: three calc_heat_capacity calls — 300K/2.5m³, 350K/2.5m³, 300K/1.5m³, all for air. "air" equals the default gas → may be omitted or "air".1 AI query 3 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Assertion expression evaluated to false: match2 == 1 Values: match2 = 0

Failed

IN8 721 OUT320

✓

MolecularWeightForTwoCompoundsBFCL/parallel_111: two calculate_molecular_weight calls — Glucose (C6H12O6) and Sucrose (C12H22O11), both in grams/mole (prompt explicitly requests that unit; ground truth also accepts "g/mol").1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN8 474 OUT301

✓

PhaseChangeEnergyForWaterBFCL/parallel_99: four thermo_calculate_energy calls — 500 g water, phase melting/freezing/ vaporization/condensation. Substance "water" equals the default → may be omitted or "water".1 AI query 4 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN8 883 OUT501

✓

ProteinSequencesForTwoGenesTwoSpeciesBFCL/parallel_107: four get_protein_sequence calls — BRCA1 and BRCA2 in Homo sapiens (default species, may be omitted) and in Pan troglodytes (non-default → required).1 AI query 4 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN8 712 OUT367

✓

ProteinsInThreeCompartmentsBFCL/parallel_109: three cellbio_get_proteins calls — nucleus/mitochondria/cytoplasm, each with include_description=true (prompt asks for "a brief description of each protein").1 AI query 3 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN8 567 OUT618

Tool Calling - Parallel Calls: Physical & Life Sciences (set 3) 12 passed1 failed

92.3%

IN117 828 OUT5 139

✓

AnalyzeDnaForThreeMutationTypesBFCL/parallel_114: six analyze_dna_sequence calls — two sequences ("AGCTTAGCTA" and "AGCTTAGGCTA") against reference "AGCTTAGCTA", each checked for insertion (default, may be omitted), deletion, and substitution mutations.1 AI query 6 tool callscategory:ToolCallinglevel:VeryHardsource:BFCL

Passed

IN9 205 OUT733

✓

DiabetesPredictionForFourPeopleBFCL/parallel_113: four diabetes_prediction calls for four people with distinct weight/height/activity.1 AI query 4 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN8 966 OUT399

✓

EntropyChangeIsothermalAndNotBFCL/parallel_104: two calculate_entropy_change calls — same 300->350 K and heat_capacity 4.18, once isothermal (the default true, may be omitted) and once not isothermal (false, required).1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN8 628 OUT439

✓

ForestGrowthForTwoRegionsBFCL/parallel_120: two forest_growth_forecast calls — Amazon Rainforest over 10 years and Boreal Forests of Canada over 20 years, excluding human impact (false = the default, may be omitted).1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN8 519 OUT294

✓

GenerateFourDnaSequencesBFCL/parallel_123: four generate_DNA_sequence calls — length 500 with a single-nucleotide preference of A, T, C, G respectively.1 AI query 4 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN8 826 OUT365

×

GeneticSimilarityInTwoFormatsBFCL/parallel_115: four genetics_calculate_similarity calls — human vs chimpanzee and human vs gorilla, each in percentage (default, may be omitted) and fraction. species1 accepts "human"/"Human".1 AI query 4 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Assertion expression evaluated to false: match0 == 1 Values: match0 = 0

Failed

IN8 816 OUT333

✓

GenotypeFrequenciesForThreeGenotypesBFCL/parallel_116: three calculate_genotype_frequency calls — allele frequency 0.7, genotypes AA/Aa/aa.1 AI query 3 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN8 683 OUT498

✓

IdentifyFourBirdsBFCL/parallel_119: four identify_bird calls — small blue/forest (default size, may be omitted), large black/lake, medium brown/desert, large green/tropical rainforest.1 AI query 4 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN8 922 OUT538

✓

MutationTypeForTwoSnpsBFCL/parallel_112: two mutation_type_find calls — rs123456 in Homo sapiens (default species, may be omitted) and rs7891011 in Canis lupus familiaris (non-default → required).1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN8 541 OUT280

✓

PopulationDensityForChinaTwoYearsBFCL/parallel_117: two calculate_density calls (country/population schema) — China in 2000 (pop 1.267 billion) and 2010 (pop 1.341 billion), land area 9.597 million km² both times.1 AI query 2 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN12 848 OUT316

✓

PrecipitationStatsForThreeTimeFramesBFCL/parallel_118: three ecology_data_precipitation_stats calls — Amazon rainforest for six_months, year, five_years.1 AI query 3 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN8 614 OUT312

✓

TurtlePopulationForTwoYearsBFCL/parallel_121: two ecology_get_turtle_population calls — Galapagos Islands in 2015 and 2020, both with species info requested (species=true; years stated explicitly → required).1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN8 534 OUT268

✓

VehicleEmissionsForThreeVehiclesBFCL/parallel_122: three calculate_vehicle_emission calls — 15000 miles each: gas with default factor 1.4 (may be omitted), diesel with factor 2.7, EV with factor 0.1 AI query 3 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN8 726 OUT364

Tool Calling - Parallel Calls: Services & Lookups 11 passed1 failed

91.7%

IN102 569 OUT3 335

✓

CalculateShortestAndScenicDistancesForTwoLegsBFCL/parallel_190: four calculate_shortest_distance calls — {NYC->LA, LA->Miami} x {Shortest, Scenic}.1 AI query 4 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN12 508 OUT348

✓

FetchNewsForTwoTopicsInEuropeBFCL/parallel_192: two get_news calls — Climate Change and Artificial Intelligence, 5 articles each, region Europe. Region "Europe" explicitly requested -> required (accept "Europe"/"EU").1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN8 053 OUT209

✓

FindLibrariesWithFacilitiesInThreeCitiesBFCL/parallel_191: three public_library_find_nearby calls — NY[Reading Room,Fiction], LA[Wi-Fi,Children Section], Chicago[Cafe,Reading Room]. Facilities compared as an unordered pair.1 AI query 3 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN8 247 OUT309

✓

FindParksWithAmenitiesInThreeCitiesBFCL/parallel_189: three parks_find_nearby calls — NY[Tennis Court,Picnic Area], LA[Playground,Running Track], Chicago[Tennis Court,Playground]. Amenities compared as an unordered pair.1 AI query 3 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN8 252 OUT311

×

FindUpcomingEventsInThreeCitiesBFCL/parallel_194: three event_finder_find_upcoming calls — jazz/LA(14d), rock/Chicago(10d), classical/Boston(7d). All day windows explicitly stated -> days_ahead required (7 for Boston, which also equals the default).1 AI query 3 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Assertion expression evaluated to false: match0 == 1 Values: match0 = 0

Failed

IN8 266 OUT352

✓

GetCurrentWeatherForFourCitiesBFCL/parallel_199: four get_current_weather calls — New York, Los Angeles, London, Tokyo, with both temperature and humidity included. Prompt explicitly asks to include both -> flags == true (also the default).1 AI query 4 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN8 347 OUT272

✓

GetDetailedBriefsForTwoMoviesBFCL/parallel_195: two movie_details_brief calls — Inception and The Dark Knight, extra_info true. Prompt asks for Director/Cast/Awards -> extra_info == true required.1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN8 031 OUT289

✓

GetLawsuitDetailsForTwoCasesBFCL/parallel_196: two get_lawsuit_details calls — case 12345 (NY Supreme Court, with verdict) and case 67890 (LA Superior Court, no verdict). "would like the verdict" -> true; "do not need" -> null/false.1 AI query 2 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN8 172 OUT214

✓

GetLawsuitInfoForTwoCasesByYearBFCL/parallel_197: two lawsuit_info calls — 12345ABC (2018, New York) and 67890XYZ (2019, California). Years are explicitly stated -> required. First location "New York" may be omitted (matches the default).1 AI query 2 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN8 171 OUT253

✓

GetStockPricesForTwoCompaniesOverDaysBFCL/parallel_179: two get_stock_price (by-days variant) calls — Apple on NASDAQ for 10 days, Microsoft on NYSE for 15 days. Both exchanges are explicitly named -> required (NASDAQ / NYSE). The tool's 'company' field is a ticker symbol; company names are accepted as synonyms.1 AI query 2 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN8 054 OUT193

✓

SearchLawsuitsForTwoEntitiesInCaliforniaBFCL/parallel_198: two lawsuit_search calls — Google/Santa Clara and Facebook/San Mateo, state California. Prompt states "both in the state of California" -> state required (accept "California"/"CA").1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN8 091 OUT230

✓

SendTwoEmailsWithCcAndBccBFCL/parallel_193: two send_email calls — Project Update to john.doe (cc manager, bcc hr) and Meeting Reminder to jane.doe (cc assistant, bcc hr). Bodies matched exactly.1 AI query 2 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN8 377 OUT355

Tool Calling - Parallel Calls: Statistics & Finance 12 passed1 failed

92.3%

IN139 436 OUT4 912

✓

CalculateBinomialProbabilitiesForBasketballShotsBFCL/parallel_163: three calc_binomial_prob calls — (10,6,0.6), (10,6,0.5), (15,6,0.5).1 AI query 3 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN9 161 OUT358

✓

CalculateCompoundInterestForThreePeriodsBFCL/parallel_170: three calculate_compound_interest calls — principal 5000, rate 0.025, time 2/3/5. Prompt states "compounded quarterly, 4 times in a year" -> n == 4 required (tightened; also ground truth).1 AI query 3 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN9 114 OUT397

✓

CalculateDiscountedCashFlowForTwoBondsBFCL/parallel_169: two calculate_discounted_cash_flow calls — (50,5,0.05) and (60,7,0.04). Prompt explicitly states "face value of the bond is $1000" for both -> face_value == 1000 required (ground truth also accepts omission via the default, but an explicitly-stated value must be supplied).1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN8 998 OUT363

×

CalculateEventProbabilitiesForCardDeckBFCL/parallel_162: three probability_of_event calls — Ace 4/52 as decimal, heart 13/52 as decimal, red card 26/52 as ratio. format_as_ratio: "as a decimal" -> false or omitted; "as a ratio" -> true (required).1 AI query 4 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Assertion expression evaluated to false: response.ToolCalls.Count == expectedCount Values: response.ToolCalls.Count = 4 expectedCount = 3

Failed

IN30 893 OUT449

✓

CalculateQuarterlyDividendForThreeScenariosBFCL/parallel_168: three finance_calculate_quarterly_dividend_per_share calls — (5M,2M), (6M,2M), (6M,2.5M).1 AI query 3 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN9 184 OUT504

✓

CalculateReturnOnEquityForTwoCompaniesBFCL/parallel_171: two calculate_return_on_equity calls — (1M,5M,200k) and (2M,10M, no dividends). Second company "did not pay any dividends" -> dividends_paid null or 0.1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN8 959 OUT310

✓

CalculateRoiForThreeStocksBFCL/parallel_174: three calculate_return_on_investment calls — (150,180,20), (200,210,30), (250,300,40). Dividends are explicitly stated per stock -> required.1 AI query 3 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN9 100 OUT392

✓

ComputeRSquaredForTwoRegressionModelsBFCL/parallel_167: two linear_regression_get_r_squared calls on the same CSV — swap education/credit_score as dependent variable. Independent-variable order follows the prompt/ground truth.1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN8 934 OUT318

✓

PredictFutureValueForTwoInvestmentsBFCL/parallel_172: two finance_predict_future_value calls — (5000,0.05,10) and (7000,0.04,15). Prompt states "compound interest annually" -> compounding_periods_per_year == 1 required (tightened; also the default).1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN8 968 OUT295

✓

PredictHousePricesForThreeHousesBFCL/parallel_166: three predict_house_price calls — NY 2500/3/2000, LA 3000/3/2005, Chicago 2000/2/1995. The second house is described as "similar" with only area/year/location changed, so rooms == 3 per ground truth.1 AI query 3 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN9 151 OUT401

✓

PredictProfitForTwoFundsBFCL/parallel_173: two investment_predictProfit calls — (5000,0.07,5) and (8000,0.05,7).1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN8 920 OUT247

✓

RunChiSquaredTestForTwoContingencyTablesBFCL/parallel_164: two chi_squared_test calls — tables [45,55,35,65] and [30,70,50,50], alpha 0.05. Prompt states "significance level of 0.05 for both" -> alpha == 0.05 required (tightened). Table order is fixed.1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN8 904 OUT413

✓

RunTTestAtTwoSignificanceLevelsBFCL/parallel_165: two t_test calls — same datasets, alpha 0.05 then 0.01 (both stated -> required).1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN9 150 OUT465

Tool Calling - Simple: Arts, Venues & Music (set 1) 8 passed

100.0%

IN50 817 OUT1 176

✓

SimpleConcertDetailsBeyonceBFCL/simple_python_286 (concert.get_details): artist=Beyonce, location=San Diego, date=April 2022.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN6 362 OUT91

✓

SimpleConcertInfoPopNyBFCL/simple_python_284 (concert_info.get): location=New York, date=next month, genre=Pop.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN6 337 OUT98

✓

SimpleGenerateMelodyC4BFCL/simple_python_291 (music_generator.generate_melody): key=C, start_note=C4, length=16, tempo=120 or omitted.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN6 385 OUT109

✓

SimpleKeySignatureCsharpBFCL/simple_python_298 (music_theory.key_signature): key='C#', scale_type=major or omitted.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN6 322 OUT70

✓

SimpleMuseumHoursLouvreBFCL/simple_python_273 (museum.get_hours): name='Louvre Museum', location=Paris, day omitted or Monday.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN6 329 OUT81

✓

SimplePaintNeededWall30x12BFCL/simple_python_259 (calculate_paint_needed): coverage_rate=400, length=30, height=12.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN6 385 OUT79

✓

SimpleReligionHistoryChristianity16cBFCL/simple_python_252 (get_religion_history): religion=Christianity, century=16, sort_by=importance, count=10.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN6 362 OUT580

✓

SimpleSculptureInfoPlensaBFCL/simple_python_263 (get_sculpture_info): artist_name='James Plensa', detail=true.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN6 335 OUT68

Tool Calling - Simple: Arts, Venues & Music (set 2) 7 passed1 failed

87.5%

IN50 571 OUT777

✓

SimpleComposeMelodyCFGBFCL/simple_python_292 (compose_melody): progression=[C,F,G], measures=4, instrument=Piano or omitted.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN6 323 OUT95

✓

SimpleConcertFindDetailsWeekndBFCL/simple_python_290 (concert.find_details): artist=The Weeknd, month=December, year=2022 or omitted.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN6 301 OUT71

✓

SimpleFindConcertRockChicagoBFCL/simple_python_285 (find_concert): location=Chicago, price=100, genre=Rock.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN6 311 OUT82

✓

SimpleMuseumInfoMetBFCL/simple_python_274 (museum_info): museum_name=Metropolitan Museum of Art, info_type=opening_hours or omitted.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN6 299 OUT143

×

SimpleMusicalScaleCsharpBFCL/simple_python_299 (musical_scale): key='C#'/'C sharp', scale_type=major or omitted.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Assertion expression evaluated to false: (args.key?.ToLower()).AnyOf(["c#", "c sharp"])

Failed

IN6 283 OUT88

✓

SimplePaintRequirementWallExclusionBFCL/simple_python_260 (paint_requirement.calculate): area {width=20,height=12}, paint_coverage=350, exclusion {type=window, area=15}.1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN6 420 OUT113

✓

SimpleReligionHistoryChristianity300To400BFCL/simple_python_254 (get_religion_history): religion=Christianity, start_year=300, end_year=400, event_type=all or omitted.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN6 326 OUT95

✓

SimpleSculptureDetailsDavidBFCL/simple_python_264 (sculpture.get_details): artist=Michelangelo, title=David, detail=size.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN6 308 OUT90

Tool Calling - Simple: Arts, Venues & Music (set 3) 9 passed

100.0%

IN60 244 OUT1 168

✓

SimpleChordProgressionKeyBFCL/simple_python_297 (music.theory.chordProgression): progression=[I,V,vi,IV], bools any.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN6 697 OUT270

✓

SimpleCompoundInterest10kBFCL/simple_python_269 (calculate_compound_interest): principle=10000, interest_rate=0.05, time=10, compounds_per_year=1 or omitted.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN6 740 OUT118

✓

SimpleConcertSearchClassicalLaBFCL/simple_python_287 (concert.search): genre=classical, location=Los Angeles/LA, date='this weekend', price_range=cheap.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN6 696 OUT87

✓

SimpleCreateMixCMajorBFCL/simple_python_293 (music_composer.create_mix): scale='C Major', note_duration=quarter, track_length=180.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN6 719 OUT99

✓

SimpleGenerateCircleImageRedBFCL/simple_python_256 (generate_circle_image): radius=50, color=Red, background=white or omitted.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN6 688 OUT78

✓

SimpleMuseumWorkingHoursLouvreBFCL/simple_python_276 (museum_working_hours.get): museum=Louvre, location=Paris, day=Monday or omitted.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN6 674 OUT194

✓

SimpleRetrieveReligionInfoBuddhismBFCL/simple_python_253 (retrieve_religion_info): religion_name=Buddhism, detail_level=full.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN6 669 OUT72

✓

SimpleSculptureSearchChicago19cBFCL/simple_python_265 (sculpture_search): location=Chicago, time_frame='19th century', material=all or omitted.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN6 686 OUT178

✓

SimpleTimeDifferenceSfSydneyBFCL/simple_python_250 (get_time_difference): place1=San Francisco/SF, place2=Sydney.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN6 675 OUT72

Tool Calling - Simple: Arts, Venues & Music (set 4) 9 passed

100.0%

IN56 966 OUT982

✓

SimpleBuildingDimensionsEmpireStateBFCL/simple_python_270 (building.get_dimensions): building_name=Empire State Building, unit=feet.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN6 324 OUT89

✓

SimpleConcertFindNearbySeattleBFCL/simple_python_289 (concert.find_nearby): location=Seattle, genre=jazz.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN6 315 OUT69

✓

SimpleCreateChordProgressionCBFCL/simple_python_294 (music_generation.create_chord_progression): key=C, chords=4, progression_type=major or omitted.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN6 328 OUT153

✓

SimpleEarliestReferenceJesusBFCL/simple_python_251 (get_earliest_reference): name='Jesus Christ', source='historical records'.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN6 322 OUT154

✓

SimpleFindInstrumentAcousticBFCL/simple_python_280 (find_instrument): budget=1000, type=acoustic, make omitted.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN6 321 OUT73

✓

SimpleGuitarPriceLesPaulBFCL/simple_python_283 (guitar_price.find): model='Gibson Les Paul', condition=Excellent, location=Chicago.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN6 338 OUT95

✓

SimpleIdentifyColorSeaGreenBFCL/simple_python_257 (identify_color_rgb): color_name='Sea Green', standard=basic or omitted.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN6 319 OUT110

✓

SimpleMuseumInfoBritishDateBFCL/simple_python_277 (museum_info): museum='The British Museum', date=2023-06-20, information=[opening_hours,ticket_price] (either order).1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN6 370 OUT159

✓

SimpleSculptureValueThinkerBFCL/simple_python_266 (get_sculpture_value): sculpture='The Thinker', artist=Rodin.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN6 329 OUT80

Tool Calling - Simple: Arts, Venues & Music (set 5) 9 passed

100.0%

IN57 704 OUT791

✓

SimpleCircleDimensionsRadius5BFCL/simple_python_272 (calculate_circle_dimensions): radius=5.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN6 388 OUT63

✓

SimpleDrawRectangleRedBFCL/simple_python_261 (draw_rectangle): width=20, height=10, color=red.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN6 416 OUT88

✓

SimpleFindFluteYamahaBFCL/simple_python_282 (find_flute): brand=Yamaha, specs=[open hole, C foot, silver headjoint].1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN6 430 OUT98

✓

SimpleGenerateScaleProgressionCBFCL/simple_python_296 (music_generator.generate_scale_progression): key=C, tempo=80, duration=4, scale_type=major or omitted.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN6 423 OUT123

✓

SimpleInstrumentDetailsPianoYamahaBFCL/simple_python_278 (get_instrument_details): instrument=piano, manufacturer=Yamaha, features=[price,rating] (either order).1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN6 412 OUT103

✓

SimpleMetTopArtworksBFCL/simple_python_275 (metropolitan_museum.get_top_artworks): number=5, sort_by=popularity or omitted.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN6 414 OUT71

✓

SimpleMixPaintYellowBlueBFCL/simple_python_258 (mix_paint_color): color1=yellow, color2=blue, lightness=60.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN6 410 OUT82

✓

SimplePapalBiographyInnocentIIIBFCL/simple_python_255 (religious_history.get_papal_biography): papal_name=Innocent III, include_contributions=true.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN6 399 OUT78

✓

SimpleSculptureLocatorMichelangeloBFCL/simple_python_268 (sculpture_locator.find_by_artist): artist=Michelangelo, material=Marble, location=Rome.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN6 412 OUT85

Tool Calling - Simple: Arts, Venues & Music (set 6) 7 passed

100.0%

IN41 902 OUT632

✓

SimpleAnalyzeStructureB1004BFCL/simple_python_271 (analyze_structure): building_id=B1004, floors=[2,3,4], mode=dynamic.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN6 010 OUT100

✓

SimpleConcertBookingEminemBFCL/simple_python_288 (concert_booking.book_ticket): artist=Eminem, city=New York City, num_tickets=2.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN5 970 OUT85

✓

SimpleFindExhibitionNyBFCL/simple_python_267 (find_exhibition): location='New York City, NY', art_form=sculpture, month omitted, user_ratings=high.1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN5 976 OUT86

✓

SimpleInstrumentInfoViolin1721BFCL/simple_python_281 (get_instrument_info): name=Violin, maker=Stradivarius, year=1721.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN6 004 OUT92

✓

SimpleInstrumentPriceStratocasterBFCL/simple_python_279 (instrument_price.get): brand=Fender, model='American Professional II Stratocaster', finish=Rosewood.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN5 984 OUT94

✓

SimpleModifyPaintingOilBFCL/simple_python_262 (modify_painting): size='12x18', medium=oil, dominant_color=red.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN5 987 OUT97

✓

SimpleSongLyricsBohemianBFCL/simple_python_295 (get_song_lyrics): song_title='Bohemian Rhapsody', artist_name=Queen, lang=English or omitted.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN5 971 OUT78

Tool Calling - Simple: Food, Travel & Shopping (set 1) 7 passed1 failed

87.5%

IN51 803 OUT1 157

✓

SimpleCookingConvertPoundsToOuncesBFCL/simple_python_365 (cooking_conversion.convert): 2 pounds->ounces of butter.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN6 470 OUT87

✓

SimpleCurrencyExchangeUsdToCadBFCL/simple_python_388 (currency_exchange.convert): USD->CAD, amount=500.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN6 470 OUT80

×

SimpleGroceryStoreOrganicHoustonBFCL/simple_python_369 (grocery_store.find_nearby): Houston, categories {Organic,Fruits,Vegetables} any order.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Assertion expression evaluated to false: args.categories.Count >= 2 Values: args.categories.Count = 1

Failed

IN6 465 OUT77

✓

SimpleHotelBookPetFriendlyManhattanBFCL/simple_python_380 (hotel_booking): Manhattan, single, 3 nights, 2023-03-10, pet_friendly.1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN6 538 OUT134

✓

SimpleMapsDistanceEiffelLouvreBFCL/simple_python_394 (maps.get_distance_duration): Eiffel Tower -> Louvre Museum, traffic omitted/false.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN6 471 OUT81

✓

SimpleRecipeFindByDietMealBFCL/simple_python_353 (find_recipes): diet=gluten-free, meal_type=dinner, ingredients omitted.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN6 451 OUT539

✓

SimpleRestaurantFinderItalianNYCBFCL/simple_python_361 (restaurant_finder): city=NYC, cuisine=Italian, diet=Gluten-free.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN6 466 OUT79

✓

SimpleTimeZoneLondon24hBFCL/simple_python_376 (time_zone_converter): city=London, country=UK, display_format=24h.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN6 472 OUT80

Tool Calling - Simple: Food, Travel & Shopping (set 2) 8 passed1 failed

88.9%

IN63 461 OUT1 186

✓

SimpleBestSushiPlacesTokyoBFCL/simple_python_362 (get_best_sushi_places): city=Tokyo, top=5, review_rate=4.0.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 058 OUT87

✓

SimpleCurrencyConverterUsdToGbpBFCL/simple_python_389 (currency_converter): USD->GBP, amount=200.0.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 053 OUT217

✓

SimpleCurrentTimeSydneyCityBFCL/simple_python_377 (get_current_time): city=Sydney, country=Australia, format omitted/HH:MM:SS.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN7 024 OUT65

✓

SimpleDistanceCalcNyToBostonTerrainBFCL/simple_python_397 (distance_calculator.calculate): New York -> Boston, consider_terrain=true.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 040 OUT82

✓

SimpleHiltonAvailabilityParisBFCL/simple_python_381 (hilton_hotel.check_availability): Paris, 2023-04-04..08, 2 adults, chain Hilton/omitted.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 104 OUT399

✓

SimpleRecipeCaloriesBeefLasagnaBFCL/simple_python_355 (recipe_info.get_calories): website=Foodnetwork.com, recipe=Beef Lasagna, meal_time omitted.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN7 038 OUT79

✓

SimpleRecipeUnitTbspToTspBFCL/simple_python_366 (recipe.unit_conversion): 2 tablespoon->teaspoon, precision omitted/1.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 045 OUT78

×

SimpleSafewayOrderPaloAltoBFCL/simple_python_370 (safeway.order): Palo Alto, [olive oil, rice], [3,1]. EXPECTED MODEL MISS (kept, do not loosen): "a five pound bag of rice" = quantity 1 (5 is the weight, not the count); models tend to send quantity 5. This is a genuine model error the test correctly catches.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Assertion expression evaluated to false: args.quantity[1] == 1 Values: args.quantity[1] = 5

Failed

IN7 062 OUT105

✓

SimpleVeganSoupRecipeUnder30BFCL/simple_python_354 (get_vegan_recipe): dish_type=soup, cooking_time=30, ingredient_preference omitted.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 037 OUT74

Tool Calling - Simple: Food, Travel & Shopping (set 3) 8 passed

100.0%

IN51 972 OUT651

✓

SimpleBookHotelHiltonChicagoBFCL/simple_python_382 (book_hotel): Hilton Hotel, Chicago, single, 2022-12-10, 2 nights.1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN6 547 OUT123

✓

SimpleCookingTimeRoastChickenBFCL/simple_python_368 (calculate_cooking_time): weight_kg=1.5, method omitted/roast, temp omitted/180.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN6 474 OUT43

✓

SimpleCurrencyConvertEurToCadBFCL/simple_python_390 (currency_conversion.convert): 150 EUR->CAD.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN6 487 OUT81

✓

SimpleCurrentTimeSydneyLocationBFCL/simple_python_379 (get_current_time): location=Sydney, country=Australia, timezone omitted.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN6 476 OUT84

✓

SimpleParkingLotCentralParkBFCL/simple_python_395 (parking_lot.find_nearest): Central Park NY, radius=2, type omitted/public.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN6 492 OUT76

✓

SimpleRecipeFinderVeganServes2BFCL/simple_python_356 (recipe_finder.find): servings=2, diet=vegan, prep_time=30.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN6 512 OUT85

✓

SimpleRestaurantClosestSushiBostonBFCL/simple_python_363 (restaurant_search.find_closest): Boston, Sushi, amenities=[Patio].1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN6 491 OUT81

✓

SimpleWholeFoodsPriceLABFCL/simple_python_371 (whole_foods.check_price): Los Angeles, [tomatoes, lettuce].1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN6 493 OUT78

Tool Calling - Simple: Food, Travel & Shopping (set 4) 7 passed

100.0%

IN42 017 OUT572

✓

SimpleBookRoomThePlazaBFCL/simple_python_383 (book_room): The Plaza, single, 2 nights.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN6 004 OUT80

✓

SimpleConvertCurrencyJpyToUsdBFCL/simple_python_393 (convert_currency): 20000 JPY->USD.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN6 008 OUT95

✓

SimpleFindRestaurantItalianBrooklynBFCL/simple_python_364 (find_restaurant): Brooklyn, Italian, Gluten-free.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN5 999 OUT79

✓

SimpleGetRecipeVeganChocCakeBFCL/simple_python_357 (get_recipe): dish_name=(vegan) chocolate cake, diet_preference=vegan.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN5 992 OUT70

✓

SimpleHospitalLocateDenverBFCL/simple_python_396 (hospital.locate): Denver CO, radius=5, department=Pediatrics.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN6 006 OUT84

✓

SimpleTimezoneConvertNyToLondonBFCL/simple_python_378 (timezone.convert): 3pm, New York -> London.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN6 002 OUT77

✓

SimpleWholeFoodsTopBrandsBananasBFCL/simple_python_372 (whole_foods.find_top_brands): product=bananas, number omitted/5, organic=true.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN6 006 OUT87

Tool Calling - Simple: Food, Travel & Shopping (set 5) 5 passed1 failed

83.3%

IN38 595 OUT707

✓

SimpleExchangeRateFeeGbpJpyBFCL/simple_python_391 (get_exchange_rate_with_fee): GBP->JPY, fee=0.02.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN5 898 OUT100

✓

SimpleHotelBookingBookParisBFCL/simple_python_384 (hotel_booking.book): Paris, 07-10-2022..07-20-2022, 2 adults, 1 child, Standard/omitted.1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN5 963 OUT142

✓

SimpleMuseumHoursMetSaturdayBFCL/simple_python_398 (get_museum_hours): museum=Metropolitan Museum of Art/The Met, day=Saturday.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN5 877 OUT85

×

SimpleRecipeSearchGfCookieBFCL/simple_python_358 (recipe_search): diet=[gluten free], time_limit=30, dish=cookie.1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Assertion expression evaluated to false: response.ToolCalls.Count == 1 Values: response.ToolCalls.Count = 2

Failed

IN9 011 OUT147

✓

SimpleRestaurantSearchRatedNYCBFCL/simple_python_399 (restaurant_search): NYC, Italian, rating=4, accepts_credit_cards=true.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN5 912 OUT101

✓

SimpleWalmartPurchaseSanJoseBFCL/simple_python_373 (walmart.purchase): San Jose, [apples, rice, (bottled) water], pack_size=[1,1,12].1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN5 934 OUT132

Tool Calling - Simple: Food, Travel & Shopping (set 6) 5 passed

100.0%

IN27 842 OUT874

✓

SimpleGameHighestScoringPlayerBFCL/simple_python_350 (get_highest_scoring_player): game=Valorant, season=2022.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN5 558 OUT85

✓

SimpleHotelBookRoomKingLABFCL/simple_python_385 (hotel_bookings.book_room): LA, king size, 15-10-2023, 2 nights, rooms omitted/1.1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN5 605 OUT147

✓

SimpleLatestExchangeGbpJpyBFCL/simple_python_392 (latest_exchange_rate): GBP->JPY, amount omitted/1.0.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN5 544 OUT80

✓

SimpleNutritionalInfoAvocadoBFCL/simple_python_374 (grocery_info.nutritional_info): Walmart, avocado, [Protein,Calories,Carbohydrates].1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN5 575 OUT96

✓

SimpleRecipeSearchVegPastaBFCL/simple_python_359 (recipe_search): dietary_restriction=Vegetarian, ingredients=[pasta,cheese], servings=2.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN5 560 OUT466

Tool Calling - Simple: Food, Travel & Shopping (set 7) 4 passed

100.0%

IN20 876 OUT398

✓

SimpleBookHotelLuxuryParadiseBFCL/simple_python_386 (book_hotel): Hotel Paradise, Las Vegas, luxury, 05-12-2022, 3 days, view=city.1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN5 267 OUT136

✓

SimpleFindRecipeCaloriesCarbonaraBFCL/simple_python_360 (find_recipe): recipeName=pasta carbonara, maxCalories=500.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN5 197 OUT77

✓

SimpleGameMultiplayerFinderBFCL/simple_python_351 (multiplayer_game_finder): platform=Windows 10, rating=4.5, genre omitted/Action.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN5 200 OUT88

✓

SimpleWalmartPriceCheckPumpkinsBFCL/simple_python_375 (walmart.check_price): [pumpkins,eggs], quantities [3,24] or [3,2], store omitted.1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN5 212 OUT97

Tool Calling - Simple: Food, Travel & Shopping (set 8) 2 passed1 failed

66.7%

IN14 610 OUT314

×

SimpleFindRecipeVeganBrowniesBFCL/simple_python_367 (find_recipe): dietary_restrictions=vegan, recipe_type=dessert (brownies), time=30.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Assertion expression evaluated to false: (args.recipe_type?.ToLower()).AnyOf(["dessert"])

Failed

IN4 852 OUT87

✓

SimpleGameAverageUserScoreBFCL/simple_python_352 (gamespot.getAverageUserScore): game=Zelda BotW, platform=Nintendo Switch/all platforms.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN4 862 OUT90

✓

SimpleHotelBookingPlazaRangeBFCL/simple_python_387 (hotel_booking): Plaza Hotel, New York NY, 2022-06-01..2022-06-04, rooms omitted/1.1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN4 896 OUT137

Tool Calling - Simple: Knowledge, Places & History (set 1) 10 passed

100.0%

IN69 303 OUT1 198

✓

SimpleAirQualityChicagoBFCL/simple_python_203 (get_air_quality): location=Chicago, detail=true.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN6 927 OUT86

✓

SimpleEvolutionScientistBFCL/simple_python_242 (get_scientist_for_discovery): discovery=Theory of Evolution.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN6 918 OUT67

✓

SimpleGermanWarEventsBFCL/simple_python_231 (history.get_key_events): country=Germany/DE, 1871-1945, event_type=[War].1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN6 961 OUT378

✓

SimpleKingOfFranceBFCL/simple_python_230 (historic_leader_search): location=France, date=1510, title omitted or King.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN6 932 OUT79

✓

SimplePandaPopulationBFCL/simple_python_201 (estimate_population): species=panda(s), country=China/CN, year omitted or 2024.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN6 919 OUT69

✓

SimplePersonalityTraitsTypeBFCL/simple_python_227 (get_personality_traits by type): type=ENFJ, traits=[strengths, weaknesses].1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN6 930 OUT226

✓

SimplePresidentCivilWarBFCL/simple_python_238 (us_history.get_president): event=American Civil War, year in 1861-1865.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN6 929 OUT75

✓

SimpleRestaurantNearbyBFCL/simple_python_204 (restaurant.find_nearby): location=Seattle[, WA], cuisine=Chinese, max_distance=10.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN6 940 OUT81

✓

SimpleTordesillasDateBFCL/simple_python_233 (european_history.get_event_date): event=Treaty of Tordesillas, format=YYYY.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN6 943 OUT79

✓

SimpleTrafficBostonNewYorkBFCL/simple_python_205 (get_traffic_info): start=Boston, end=New York/NYC, mode omitted or driving.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN6 904 OUT58

Tool Calling - Simple: Knowledge, Places & History (set 2) 9 passed1 failed

90.0%

IN68 980 OUT858

✓

SimpleBitcoinNewsBFCL/simple_python_210 (get_news): topic=Bitcoin, quantity=5, region omitted or US.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN6 894 OUT75

×

SimpleEuropeanWars19cBFCL/simple_python_234 (history_eu.fetch_events): century=19, region=any of N/S/E/W, category=Wars. EXPECTED MODEL MISS (kept, do not loosen): region is an enum (Northern/Southern/Eastern/Western); the prompt says only "European", so any of the four is accepted, but models often send the invalid value "Europe". Failing to respect the enum is a genuine model error the test correctly catches.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Assertion expression evaluated to false: args.region.ToLower().AnyOf(["northern", "southern", "eastern", "western"])

Failed

IN6 909 OUT118

✓

SimpleLibraryNearbyBFCL/simple_python_209 (public_library.find_nearby): location=Boston MA/Massachusetts, facilities=[Fiction, Wi-Fi] (any order).1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN6 917 OUT86

✓

SimpleMonarchOfEnglandBFCL/simple_python_232 (monarch.getMonarchOfYear): location=England/ENG, year=1800, fullName=true.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN6 911 OUT90

✓

SimpleNeutronDiscovererBFCL/simple_python_243 (get_discoverer): discovery=neutron, detail=true.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN6 890 OUT65

✓

SimpleParksNearbyBFCL/simple_python_206 (parks.find_nearby): location=London[, UK], amenities=[Tennis Court].1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN6 896 OUT72

✓

SimplePersonalityTraitsHobbyBFCL/simple_python_228 (get_personality_traits by hobby): hobby=jogging, trait_count=3.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN6 893 OUT151

✓

SimplePopulationGrowthBFCL/simple_python_221 (population_growth_estimate): location=London, years=5, rate omitted or 1.2.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN6 896 OUT68

✓

SimplePresidentDuringEventBFCL/simple_python_241 (US_President_During_Event): event=Civil War, country omitted or USA.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN6 889 OUT65

✓

SimpleTreatyLisbonDateBFCL/simple_python_235 (get_event_date): event=Treaty of Lisbon (variants), location omitted or Lisbon[, Portugal].1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN6 885 OUT68

Tool Calling - Simple: Knowledge, Places & History (set 3) 10 passed

100.0%

IN72 377 OUT987

✓

SimpleAppleStockInfoBFCL/simple_python_212 (get_stock_info): company=Apple Inc., detail_level=detailed, market omitted or NASDAQ.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 223 OUT71

✓

SimpleCivilWarStartDateBFCL/simple_python_236 (us_history.get_event_info): event=American Civil War/Civil War, specific_info=Start Date.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 224 OUT78

✓

SimpleFlightBookBFCL/simple_python_213 (flight.book): departure=San Francisco/SF, destination=London, date=2022-04-27 (variants), time=afternoon, direct=true.1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN7 278 OUT117

✓

SimpleGravitationPublicationYearBFCL/simple_python_244 (publication_year.find): author=Isaac Newton, work=Law of Universal Gravitation (variants), location omitted or all.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 234 OUT79

✓

SimpleMovieBriefBFCL/simple_python_215 (movie_details.brief): title=Interstellar, extra_info omitted or false.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN7 213 OUT218

✓

SimplePresidentIn1861BFCL/simple_python_239 (US_president.in_year): year=1861, full_name omitted or true.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN7 241 OUT78

✓

SimpleRadiumDiscovererBFCL/simple_python_245 (discoverer.get): element_name=radium (quote variants), year omitted or 0, first omitted or true.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN7 203 OUT61

✓

SimpleSendEmailBFCL/simple_python_211 (send_email): to=john.doe@example.com, subject=Meeting, body (opt trailing period), cc/bcc empty.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 280 OUT107

✓

SimpleShortestDistanceBFCL/simple_python_207 (calculate_shortest_distance): start=New York (variants), end=Miami (variants), route_preference=Shortest.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 247 OUT90

✓

SimpleUpcomingConcertsBFCL/simple_python_214 (event_finder.find_upcoming): location=New York (variants), genre=Rock, days_ahead=30.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 234 OUT88

Tool Calling - Simple: Knowledge, Places & History (set 4) 10 passed

100.0%

IN71 837 OUT1 213

✓

SimpleBmiCalcBFCL/simple_python_222 (calculate_bmi): weight=70, height=180, unit omitted or metric.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN7 183 OUT80

✓

SimpleCarEmissionsBFCL/simple_python_200 (calculate_emissions): distance=12000, fuel_type=gas, fuel_efficiency omitted or 25.0, efficiency_reduction omitted or 0.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 216 OUT117

✓

SimpleFmriAnalyzeBFCL/simple_python_217 (fMRI.analyze): data_source path, sequence_type=multi-band, smooth=6, voxel_size=2.1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN7 226 OUT162

✓

SimpleGetDirectionsBFCL/simple_python_208 (map_service.get_directions): start=New York/NYC, end=Los Angeles/LA, avoid=[highways, tolls] (any order).1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 177 OUT89

✓

SimpleGravityDiscoveryBFCL/simple_python_246 (science_history.get_discovery_details): discovery=Gravity, method_used omitted or default.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN7 143 OUT58

✓

SimpleGroupDynamicsBFCL/simple_python_223 (group_dynamics.pattern): total=50, extroverts=15, introverts=35.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN7 203 OUT383

✓

SimpleMostFollowedBFCL/simple_python_224 (social_media_analytics.most_followed): topic=psychology, sub_topics=[behaviour, group dynamics], region omitted or all.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 174 OUT84

✓

SimpleNeuronCoordinatesBFCL/simple_python_219 (get_neuron_coordinates): neuron_type=GABA, brain_region=All/all part of the brain/entire brain.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 178 OUT79

✓

SimplePresidentIn1940BFCL/simple_python_240 (history_api.get_president_by_year): year=1940, full_term_only omitted/true/false.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN7 155 OUT70

✓

SimpleSentimentAnalysisBFCL/simple_python_216 (sentiment_analysis): text=the review, language=english/en.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 182 OUT91

Tool Calling - Simple: Knowledge, Places & History (set 5) 10 passed

100.0%

IN73 114 OUT2 350

✓

SimpleBigFiveScoresBFCL/simple_python_229 (get_bigfive_scores): characteristics=[efficient, organized, easy going, compassionate], scale omitted or medium.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 308 OUT187

✓

SimpleChristianityHistoryBFCL/simple_python_249 (religion.history_info): religion=Christianity, till_century=14, include_people omitted or false.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 297 OUT1 414

✓

SimpleEinsteinContributionBFCL/simple_python_247 (historical_contrib.get_contrib): scientist=Albert Einstein, date=1915-03-17 (variants), category omitted or all.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 314 OUT168

✓

SimpleHistoricalGdpBFCL/simple_python_237 (get_historical_GDP): country=United States/US, start_year=1960, end_year=2000.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN7 319 OUT97

✓

SimpleMriReportBFCL/simple_python_218 (patient.get_mri_report): patient_id=546382, mri_type omitted or brain, status=concluded.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 328 OUT97

✓

SimpleNeuronalActivityBFCL/simple_python_220 (calculate_neuronal_activity): input_synaptic_rate=200, weight=0.5, decay_rate=0.1.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 338 OUT80

✓

SimpleReadingPreferenceBFCL/simple_python_225 (psych_research.get_preference): category=reading, option_one=digital[reading], option_two=physical book(s), demographic omitted or all.1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN7 301 OUT78

✓

SimpleRelativityInventionBFCL/simple_python_248 (science_history.get_invention): invention_name=theory of relativity, want_year=true.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN7 291 OUT77

✓

SimpleRenewableEmissionSavingsBFCL/simple_python_202 (calculate_emission_savings): energy_type=renewable, usage_duration=3, region=California/CA. EXPECTED MODEL MISS (kept, do not loosen): the prompt says "renewable energy sources" generically; models often over-specify a concrete type (e.g. "solar"). Ground truth wants "renewable".1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 319 OUT74

✓

SimpleZodiacCompatibilityBFCL/simple_python_226 (get_zodiac_compatibility): sign1=Aries, sign2=Gemini, scale omitted or percentage.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN7 299 OUT78

Tool Calling - Simple: Law, Finance & Records (set 1) 9 passed1 failed

90.0%

IN76 946 OUT1 325

✓

SimpleAirQualityByDateBFCL/simple_python_196 (air_quality): location London, date reformatted to 08-16-2022.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 291 OUT85

✓

SimpleCivilCaseDetailsWithDissentBFCL/simple_python_167 (law.civil.get_case_details): case_title Roe v. Wade, include_dissent true.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN7 291 OUT88

✓

SimpleCompoundedInterestQuarterlyBFCL/simple_python_153 (calculate_compounded_interest): principal 5000, rate 0.03, time 5, n 4 (quarterly).1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 327 OUT174

×

SimpleCrimeRateByCityBFCL/simple_python_164 (get_crime_rate): city San Francisco, state California/CA, type violent/omitted, year 2020.1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Assertion expression evaluated to false: response.ToolCalls.Count == 1 Values: response.ToolCalls.Count = 2

Failed

IN11 196 OUT219

✓

SimpleCriminalRecordsByPersonBFCL/simple_python_158 (get_criminal_records): name Mr. X, location New York, NY, from_year 2012, to_year 2015.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 324 OUT112

✓

SimpleDetailedWeatherForecastHoursBFCL/simple_python_185 (detailed_weather_forecast): location New York, duration 72 hours, include_precipitation true.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 294 OUT91

✓

SimpleFutureValueByDurationBFCL/simple_python_155 (calculate_future_value): initial_investment 1000, interest_rate 0.05, duration 2, compounded omitted or 1.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 313 OUT108

✓

SimpleLawsuitDetailsWithExtraFieldsBFCL/simple_python_178 (get_lawsuit_details): case_number LAX2019080202, court_location Los Angeles, additional_details omitted or full default list.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 311 OUT116

✓

SimpleLawsuitSearchByFilingDateBFCL/simple_python_168 (lawsuit_search): company Google/GOOG, start_date 01-01-2021, location California, status ongoing/omitted.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 320 OUT105

✓

SimpleLawyerExperienceMonthsBFCL/simple_python_175 (lawyer.get_experience): name John Doe, law_type Bankruptcy.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN7 279 OUT227

Tool Calling - Simple: Law, Finance & Records (set 2) 9 passed1 failed

90.0%

IN70 858 OUT938

✓

SimpleAirQualityIndexByTimeBFCL/simple_python_197 (get_air_quality_index): location San Diego, time 12pm/12:00.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 059 OUT75

✓

SimpleCivilCasesRetrieveTheftBFCL/simple_python_165 (civil_cases.retrieve): year 2020, crime_type theft, location Los Angeles.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 074 OUT89

×

SimpleFindNearbyDivorceLawyerBFCL/simple_python_166 (lawyer.find_nearby): city Chicago IL, specialty [Divorce], fee 400. NOTE: single-call contract kept intentionally; the model occasionally emits a spurious second call (no other visible tool fits this query), which is a model-reliability signal, not a test defect.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Assertion expression evaluated to false: (args.city?.ToLower()).AnyOf(["chicago, il.", "chicago, il"])

Failed

IN7 084 OUT89

✓

SimpleGenerateLawContractRentalBFCL/simple_python_162 (generate_law_contract): parties [John, Alice], contract_type Rental Agreement, location California/CA.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 073 OUT89

✓

SimpleLawsuitDetailsFindByCompanyBFCL/simple_python_176 (lawsuit_details.find): company_name Apple Inc., year 2010, case_type Patent/IPR.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 085 OUT92

✓

SimpleLawsuitDetailsWithVerdictBFCL/simple_python_181 (get_lawsuit_details): case_number 123456-ABC, court_location Los Angeles, with_verdict true.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 097 OUT107

✓

SimpleLocalNurseryAnnualPlantsBFCL/simple_python_193 (local_nursery.find): location Toronto, plant_types [Annual].1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 062 OUT73

✓

SimplePropertyRecordsWithOwnerBFCL/simple_python_163 (property_records.get): address 123 main street, parcel_number 1234567890, county Santa Clara, include_owner true.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 145 OUT129

✓

SimpleRoiSavingsAccountBFCL/simple_python_150 (calculate_roi): deposit 1000, annual_interest_rate 0.03, years 1.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 107 OUT110

✓

SimpleWeatherForecastDetailedDaysBFCL/simple_python_189 (weather_forecast_detailed): location New York, days 3, details true.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 072 OUT85

Tool Calling - Simple: Law, Finance & Records (set 3) 10 passed

100.0%

IN71 835 OUT1 396

✓

SimpleCaseInfoVictimBFCL/simple_python_160 (get_case_info): docket 2022/AL2562, court California/CA, info_type victim.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 206 OUT298

✓

SimpleCrimeStatuteTheftBFCL/simple_python_161 (crime_statute_lookup): jurisdiction California/CA, crime theft, detail_level detailed.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 182 OUT340

✓

SimpleCurrentWeatherCelsiusBFCL/simple_python_186 (current_weather_condition): city Tokyo, country Japan, measurement c/omitted.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 182 OUT75

✓

SimpleEnvironmentalAirQualityDaysBFCL/simple_python_199 (environmental_data.air_quality_index): location San Jose, days 3.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 166 OUT74

✓

SimpleFelonyCrimeRecordBFCL/simple_python_156 (crime_record.get_record): case_number CA123456, county San Diego, details true.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 193 OUT86

✓

SimpleHighestGrossingBankBFCL/simple_python_151 (highest_grossing_banks): country U.S variants, year 2020, top_n 1.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 190 OUT93

✓

SimpleHistoricalFraudCaseBFCL/simple_python_170 (law_case_search.find_historical): subject fraud, from_year 2010, to_year 2015.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN7 198 OUT111

✓

SimpleLawsuitCasesByCompanyYearBFCL/simple_python_177 (get_lawsuit_cases): company_name Facebook, year 2018, status all/omitted. EXPECTED MODEL MISS (kept, do not loosen): "Patent" is the case TYPE, not the status (enum is open/closed/all); status should be omitted/"all". Models often wrongly set status="Patent".1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 181 OUT169

✓

SimpleLawsuitInfoByCaseNumberBFCL/simple_python_182 (lawsuit_info): case_number XYZ123, year omitted/2023, location omitted/all.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 161 OUT60

✓

SimplePlantsForSlopeErosionBFCL/simple_python_194 (get_plants_for_slope): slope_type hill/steep/moderate, num_results 3.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 176 OUT90

Tool Calling - Simple: Law, Finance & Records (set 4) 10 passed

100.0%

IN73 595 OUT1 689

✓

SimpleActDetailsAmendmentBFCL/simple_python_159 (get_act_details): act_name Criminal Law Amendment Act, amendment_year 2013.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 332 OUT82

✓

SimpleCheckFeloniesByNameBFCL/simple_python_157 (criminal_history.check_felonies): full_name John Doe, birth_date 01-01-1980, state California/CA.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 372 OUT105

✓

SimpleCourtCaseSearchNoFullTextBFCL/simple_python_169 (court_case.search): docket_number 123456, location Texas, full_text false/omitted.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 359 OUT105

✓

SimpleCurrentWeatherTempHumidityBFCL/simple_python_187 (get_current_weather): location Seattle, include_temperature true/omitted, include_humidity true/omitted.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 325 OUT77

✓

SimpleLawsuitCheckClosedStatusBFCL/simple_python_184 (lawsuit.check_case): case_id 1234, closed_status true.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN7 345 OUT85

✓

SimpleLawsuitsSearchByCompanyLocationBFCL/simple_python_180 (lawsuits_search): company_name Google, location California/CA, year 2020, case_type all/omitted.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 340 OUT83

✓

SimpleMutualFundBalanceBFCL/simple_python_152 (calculate_mutual_fund_balance): investment_amount 50000, annual_yield 0.05, years 3.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 370 OUT117

✓

SimpleSlopeGradientCoordinatesBFCL/simple_python_192 (calculate_slope_gradient): point1 [40.7128,-74.006], point2 [34.0522,-118.2437], unit degree/omitted.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 436 OUT154

✓

SimpleStateLawCaseYearRangeBFCL/simple_python_173 (law_case_search): topic land disputes, year_range [2015,2021], location New York, judicial_system state.1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN7 381 OUT114

✓

SimpleTopConstitutionalCasesBFCL/simple_python_174 (get_top_cases): field_of_law constitutional law, top_number 10, country China/CN.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 335 OUT767

Tool Calling - Simple: Law, Finance & Records (set 5) 10 passed

100.0%

IN72 154 OUT1 045

✓

SimpleCarbonFootprintLifestyleBFCL/simple_python_195 (calculate_carbon_footprint): daily_miles 20, meat_meals_per_week 3, annual_trash_weight 500, flights_per_year omitted/0.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 267 OUT151

✓

SimpleDailyWaterIntakeWeightBFCL/simple_python_198 (calculate_daily_water_intake): weight 70, activity_level omitted/moderate, climate omitted/temperate.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 193 OUT66

✓

SimpleFetchLawCaseByNumberBFCL/simple_python_171 (fetch_law_case_details): case_number 43403, court New York, year 2018.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 237 OUT112

✓

SimpleFutureValueByPresentValueBFCL/simple_python_154 (calculate_future_value): present_value 5000, annual_interest_rate 0.05, years 10, compounds_per_year omitted/1.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 246 OUT254

✓

SimpleHumidityForecastDaysBFCL/simple_python_188 (weather.humidity_forecast): location Miami, days 7, min_humidity omitted/0.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 202 OUT67

✓

SimpleLatestCourtCaseCompaniesBFCL/simple_python_179 (find_latest_court_case): company1 Apple, company2 Samsung, country USA/omitted.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 205 OUT93

✓

SimpleLawsuitSearchByCountyBFCL/simple_python_183 (lawsuit_search): entity Apple, county Santa Clara County, state California/omitted.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 193 OUT82

✓

SimpleLegalCaseFetchDetailsBFCL/simple_python_172 (legal_case.fetch): case_id R vs Adams, details true.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN7 202 OUT70

✓

SimpleParkElevationAreaBFCL/simple_python_190 (park_information): park_name Yellowstone, information [Elevation, Area] (order-independent).1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 196 OUT67

✓

SimpleTallestMountainsRadiusBFCL/simple_python_191 (locate_tallest_mountains): location Denver, radius 50, amount 5.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 213 OUT83

Tool Calling - Simple: Live Answer Tool (isolated) (set 1) 1 passed

100.0%

IN4 012 OUT77

✓

SimpleAnswerStringLogistic1BFCL/live_simple_32-9-0 (answer.string): answer states logistic regression is not present / cannot be answered. ISOLATED from ToolCalling-Simple-L113: answer_string is a universal "respond to the user" collider (it can answer ANY query), so alongside specific tools it makes the 27B oscillate (Completed=false loops that broke the co-located tests). Solo file => only this tool is visible.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN4 012 OUT77

Tool Calling - Simple: Live Answer Tool (isolated) (set 2) 1 passed

100.0%

IN3 979 OUT67

✓

SimpleAnswerStringLogistic2BFCL/live_simple_33-10-0 (answer.string): answer states logistic regression is not present / cannot be answered. ISOLATED from ToolCalling-Simple-L114: answer_string is a universal "respond to the user" collider (it can answer ANY query), so alongside specific tools it makes the 27B oscillate (Completed=false loops that broke the co-located tests). Solo file => only this tool is visible.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN3 979 OUT67

Tool Calling - Simple: Live Answer Tool (isolated) (set 3) 1 skipped

-

IN0 OUT0

–

SimpleAnswerStringValidBFCL/live_simple_34-11-0 (answer.string): answer states logistic regression is not present / cannot be answered. ISOLATED from ToolCalling-Simple-L115: answer_string is a universal "respond to the user" collider (it can answer ANY query), so alongside specific tools it makes the 27B oscillate (Completed=false loops that broke the co-located tests). Solo file => only this tool is visible.0 AI queries 0 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Skipped: Harness-semantic mismatch (item flaw for our runner): the query ('...Valid?') is directly answerable, and our system prompt permits answering in plain text when no tool is needed, so the model reasonably returns 0 tool calls instead of routing to the answer_string meta-tool. Not a deterministic tool-routing test. Kept for traceability.

Skipped

IN0 OUT0

Tool Calling - Simple: Live Answer Tool (isolated) (set 4) 1 passed

100.0%

IN4 074 OUT171

✓

SimpleAnswerStringWhatIsBFCL/live_simple_35-12-0 (answer.string): answer states logistic regression is not present / cannot be answered. ISOLATED from ToolCalling-Simple-L116: answer_string is a universal "respond to the user" collider (it can answer ANY query), so alongside specific tools it makes the 27B oscillate (Completed=false loops that broke the co-located tests). Solo file => only this tool is visible.1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN4 074 OUT171

Tool Calling - Simple: Live Assistants, Weather & Devices (set 1) 1 passed2 failed

33.3%

IN14 747 OUT303

✓

SimpleChangeFoodBurgerBFCL/live_simple_20-4-0 (change_food): food_item='burger', modification_request='no onions, extra cheese'.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN4 903 OUT73

×

SimpleThinqAirCleanHighBFCL/live_simple_40-17-0 (ThinQ_Connect): AIR_CLEAN mode, HIGH wind, monitoring on, air clean POWER_ON. NOTE: tool flattened to nullable top-level params (see struct comment) to avoid forced-retry Count>1. windStrength broadened (high|strongest|strong) for "strongest wind strength". EXPECTED MODEL MISS: 27B sets airConJobMode=AIR_CLEAN but omits airCleanOperationMode=POWER_ON — the prompt asks to "start the air purifying function", so POWER_ON is the fair GT; kept strict (a real tool-use miss).1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

Assertion expression evaluated to false: (args.airCleanOperationMode?.ToLower()).AnyOf(["power_on"])

Failed

IN4 943 OUT92

×

SimpleWeatherTelAvivBFCL/live_simple_4-3-0 (get_current_weather): location='Tel Aviv, Israel', unit=fahrenheit or omitted.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Assertion expression evaluated to false: (args.location?.ToLower()).AnyOf(["tel aviv, israel"])

Failed

IN4 901 OUT138

Tool Calling - Simple: Live Assistants, Weather & Devices (set 10) 3 passed

100.0%

IN13 975 OUT222

✓

SimpleChafodOrderPizzaBFCL/live_simple_23-5-1 (ChaFod): TheFod='PIZZA'.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN4 630 OUT60

✓

SimpleUberEatMcdonaldsPizzaBFCL/live_simple_29-7-2 (uber.eat.order): restaurant="McDonald's", items=[pizza], quantities=[1].1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN4 675 OUT90

✓

SimpleWeatherShanghaiBFCL/live_simple_13-3-9 (get_current_weather): location='Shanghai, China', unit=celsius. Prompt is Chinese, copied verbatim.1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN4 670 OUT72

Tool Calling - Simple: Live Assistants, Weather & Devices (set 11) 3 passed

100.0%

IN15 112 OUT377

✓

SimpleChafodSwitchBurgerBFCL/live_simple_24-5-2 (ChaFod): TheFod='BURGER'.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN5 009 OUT61

✓

SimpleFindBeerSierraNevadaBFCL/live_simple_48-21-0 (find_beer): brewery='Sierra Nevada', taste=bitter, aroma=hoppy, color=pale, style=lager; defaults omitted.1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN5 069 OUT242

✓

SimpleWeatherChennaiBFCL/live_simple_15-3-11 (get_current_weather): location='Chennai, Tamil Nadu', unit=fahrenheit or omitted.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN5 034 OUT74

Tool Calling - Simple: Live Assistants, Weather & Devices (set 12) 3 passed

100.0%

IN15 227 OUT263

✓

SimpleChafodGreensSaladBFCL/live_simple_25-5-3 (ChaFod): TheFod='SALAD' (greens mapped to salad).1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN5 034 OUT61

✓

SimpleFindBeerCreekPorterBFCL/live_simple_49-21-1 (find_beer): brewery='Creek', taste='slightly bitter', aroma=chocolatey, color=dark, style=porter; defaults omitted.1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN5 126 OUT128

✓

SimpleWeatherQuintanaRooBFCL/live_simple_19-3-15 (get_current_weather): location='Quintana Roo, Mexico', unit=celsius.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN5 067 OUT74

Tool Calling - Simple: Live Assistants, Weather & Devices (set 13) 1 passed1 failed

50.0%

IN9 611 OUT189

✓

SimpleLexListExportsV2BFCL/live_simple_30-8-0 (aws.lexv2_models.list_exports): botId='my-bot-id', botVersion='v2', sortBy=ASC or omitted, others omitted.1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN4 842 OUT121

×

SimpleWeatherLangSonBFCL/live_simple_16-3-12 (get_current_weather): location='Lang Son, Vietnam', unit=fahrenheit or omitted.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Assertion expression evaluated to false: (args.location?.ToLower()).AnyOf(["lang son, vietnam"])

Failed

IN4 769 OUT68

Tool Calling - Simple: Live Assistants, Weather & Devices (set 14) 2 passed

100.0%

IN9 608 OUT176

✓

SimpleLexListExportsDescBFCL/live_simple_31-8-1 (aws.lexv2_models.list_exports): botId='B12345', botVersion='v1', sortBy=DESC, others omitted.1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN4 846 OUT107

✓

SimpleWeatherBostonBFCL/live_simple_17-3-13 (get_current_weather): location='Boston, MA', unit=fahrenheit or omitted.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN4 762 OUT69

Tool Calling - Simple: Live Assistants, Weather & Devices (set 15) 1 passed1 failed

50.0%

IN8 720 OUT153

✓

SimpleGetUserInfoBlackBFCL/live_simple_0-0-0 (get_user_info): user_id=7890, special='black'.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN4 369 OUT86

×

SimpleWeatherMoscowBFCL/live_simple_18-3-14 (get_current_weather): location='Moscow, Russia', unit=celsius.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Assertion expression evaluated to false: (args.location?.ToLower()).AnyOf(["moscow, russia"])

Failed

IN4 351 OUT67

Tool Calling - Simple: Live Assistants, Weather & Devices (set 16) 3 passed

100.0%

IN14 609 OUT260

✓

SimpleFetchWeatherCoordsBFCL/live_simple_39-16-0 (fetch_weather_data): latitude=37.8651, longitude=-119.5383; url/units/language defaults omitted.1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN4 883 OUT111

✓

SimpleGithubStarGorillaBFCL/live_simple_1-1-0 (github_star): repos='ShishirPatil/gorilla,gorilla-llm/gorilla-cli', aligned=true.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN4 885 OUT78

✓

SimpleWeatherBangkokBFCL/live_simple_14-3-10 (get_current_weather): location='Bangkok, Thailand', unit=fahrenheit or omitted.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN4 841 OUT71

Tool Calling - Simple: Live Assistants, Weather & Devices (set 17) 2 passed1 failed

66.7%

IN13 899 OUT261

✓

SimpleCarbonIntensityGBBFCL/live_simple_50-22-0 (get_latest_carbon_intensity): zone='Great Britain' or 'GB'.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN4 594 OUT62

✓

SimpleMultiplyThreeTwoBFCL/live_simple_47-20-0 (multiply): a=3, b=2.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN4 596 OUT63

×

SimpleWeatherOpenMeteoMariposaBFCL/live_simple_38-15-0 (get_current_weather, open-meteo variant): location='Mariposa, CA', unit=fahrenheit; url default omitted.1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

Assertion expression evaluated to false: (args.location?.ToLower()).AnyOf(["mariposa, ca"])

Failed

IN4 709 OUT136

Tool Calling - Simple: Live Assistants, Weather & Devices (set 2) 3 passed

100.0%

IN14 703 OUT234

✓

SimpleChangeFoodChickenSpicyBFCL/live_simple_21-4-1 (change_food): food_item='chicken dish', modification_request='extra spicy'.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN4 920 OUT83

✓

SimpleThinqAirDryMidBFCL/live_simple_41-17-1 (ThinQ_Connect): AIR_DRY mode, MID wind (or omitted), all else optional. NOTE: tool flattened to nullable top-level params (see struct comment) to avoid forced-retry Count>1. windStrength broadened (mid|medium) for "medium wind strength"; air-clean off-state accepts off/power_off.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN4 893 OUT77

✓

SimpleWeatherDivinopolisBFCL/live_simple_5-3-1 (get_current_weather): location='Divinopolis, MG' (verbatim), unit=fahrenheit or omitted. Prompt is Portuguese, copied verbatim.1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN4 890 OUT74

Tool Calling - Simple: Live Assistants, Weather & Devices (set 3) 3 passed

100.0%

IN14 706 OUT304

✓

SimpleParseAnswerNoDefineBFCL/live_simple_36-13-0 (parseAnswer): answer='The text does not define logistic regression, therefore I cannot answer this question.'1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN4 895 OUT65

✓

SimpleThinqKoreanTarget22BFCL/live_simple_42-17-2 (ThinQ_Connect): coolTargetTemperature=22 required; mode COOL and wind MID optional. Prompt is Korean, copied verbatim. NOTE: tool flattened to nullable top-level params (see struct comment) to avoid forced-retry Count>1. Prompt is dehumidify (제습) so GT's optional airConJobMode=COOL is a source oddity — accept cool/dehumidify/air_dry (optional). windStrength MID broadened (mid|medium). The "22도" target-temp is accepted in either coolTargetTemperature or targetTemperature (the two are genuinely ambiguous for "target temperature").1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN4 924 OUT134

✓

SimpleWeatherSanFranciscoBFCL/live_simple_6-3-2 (get_current_weather): location='San Francisco, CA', unit=fahrenheit or omitted.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN4 887 OUT105

Tool Calling - Simple: Live Assistants, Weather & Devices (set 4) 2 passed1 failed

66.7%

IN17 219 OUT292

✓

SimpleParseAnswerNoDefineValidityBFCL/live_simple_37-14-0 (parseAnswer): answer='The text does not define logistic regression, therefore I cannot answer this question.'1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN4 877 OUT65

×

SimpleThinqCoolHighWindBFCL/live_simple_43-17-3 (ThinQ_Connect): HIGH wind required; COOL mode and coolTargetTemperature=24 optional. NOTE: tool flattened to nullable top-level params (see struct comment) to avoid forced-retry Count>1. air-clean off-state broadened (power_off|off) — the model files the unrequested clean-mode as "off".1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Assertion expression evaluated to false: response.ToolCalls.Count == 1 Values: response.ToolCalls.Count = 2

Failed

IN7 500 OUT165

✓

SimpleWeatherRigaBFCL/live_simple_7-3-3 (get_current_weather): location='Riga, Latvia'; unit fahrenheit/celsius/omitted all accepted.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN4 842 OUT62

Tool Calling - Simple: Live Assistants, Weather & Devices (set 5) 3 passed

100.0%

IN15 204 OUT258

✓

SimpleThinqTurnedOnCoolBFCL/live_simple_44-18-0 (ThinQ_Connect): airConOperationMode=POWER_ON required; COOL currentJobMode optional. NOTE: tool flattened to nullable top-level params (see struct comment) so a valid partial call is one tool call, not a forced retry. windStrength/airClean off-state broadened to synonyms (mid|medium, stop|off|power_off).1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN5 045 OUT73

✓

SimpleUberComfortAddisonBFCL/live_simple_2-2-0 (uber.ride): loc='2020 Addison Street, Berkeley, CA, USA', type=comfort, time=600.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN5 107 OUT115

✓

SimpleWeatherLondonBFCL/live_simple_8-3-4 (get_current_weather): location='London, UK' or 'London, England'; unit fahrenheit or omitted.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN5 052 OUT70

Tool Calling - Simple: Live Assistants, Weather & Devices (set 6) 2 passed1 failed

66.7%

IN15 239 OUT281

×

SimpleThinqCoolAirCleanStartBFCL/live_simple_45-18-1 (ThinQ_Connect): airCleanOperationMode=START, airConOperationMode=POWER_ON, coolTargetTemperature=20. NOTE: tool flattened to nullable top-level params (see struct comment) to avoid forced-retry Count>1. airCleanOperationMode "air cleaning on" broadened (start|on|power_on). airConOperationMode=POWER_ON and coolTargetTemperature=20 kept strict — both fair GT. EXPECTED MODEL MISS: 27B gets job-mode + air-clean START + temp, but omits airConOperationMode=POWER_ON.1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

Assertion expression evaluated to false: (args.airConOperationMode?.ToLower()).AnyOf(["power_on"])

Failed

IN5 097 OUT103

✓

SimpleUberPlusBakerBFCL/live_simple_3-2-1 (uber.ride): loc='221B Baker Street, Berkeley, CA, USA', type=plus, time=600.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN5 109 OUT108

✓

SimpleWeatherHyderabadBFCL/live_simple_9-3-5 (get_current_weather): location='Hyderabad, India', unit=fahrenheit or omitted.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN5 033 OUT70

Tool Calling - Simple: Live Assistants, Weather & Devices (set 7) 2 passed1 failed

66.7%

IN15 235 OUT333

✓

SimpleThinqFlatCoolCleanBFCL/live_simple_46-19-0 (ThinQ_Connect, flat params): COOL, MID, monitoring on, clean START, POWER_ON, power-save off, target 24C.1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN5 122 OUT133

✓

SimpleUberPlusVietnameseBFCL/live_simple_26-6-0 (uber.ride): loc Vietnamese/English form, type=plus, time=10 (minutes). Prompt is Vietnamese, copied verbatim.1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN5 071 OUT119

×

SimpleWeatherYosemiteMariposaBFCL/live_simple_10-3-6 (get_current_weather): location='Mariposa, CA', unit=celsius.1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

Assertion expression evaluated to false: (args.location?.ToLower()).AnyOf(["mariposa, ca"])

Failed

IN5 042 OUT81

Tool Calling - Simple: Live Assistants, Weather & Devices (set 8) 2 passed1 failed

66.7%

IN15 078 OUT269

×

SimpleThinqCoolScheduledBFCL/live_simple_51-23-0 (ThinQ_Connect): COOL, HIGH wind, POWER_ON, power-save on, target 22C, start in 1h30m. NOTE: tool flattened to nullable top-level params (see struct comment) to avoid forced-retry Count>1. airConOperationMode=POWER_ON kept strict ("Start in 1h30m" schedules a power-on). EXPECTED MODEL MISS: 27B gets job-mode COOL + wind + power-save + temp + schedule, but omits airConOperationMode=POWER_ON.1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

Assertion expression evaluated to false: (args.airConJobMode?.ToLower()).AnyOf(["cool"])

Failed

IN5 100 OUT110

✓

SimpleUberEatPitadaBFCL/live_simple_27-7-0 (uber.eat.order): restaurant='uber pitada', items=[burgers, chicken wings], quantities=[5, 6].1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN5 009 OUT98

✓

SimpleWeatherNaplesBFCL/live_simple_11-3-7 (get_current_weather): location='Naples, FL' or 'Naples, Florida'; unit fahrenheit or omitted.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN4 969 OUT61

Tool Calling - Simple: Live Assistants, Weather & Devices (set 9) 3 passed

100.0%

IN14 062 OUT263

✓

SimpleChafodWhopperBurgerBFCL/live_simple_22-5-0 (ChaFod): TheFod='BURGER' (Whopper mapped to burger).1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN4 643 OUT60

✓

SimpleUberEatKfcChineseBFCL/live_simple_28-7-1 (uber.eat.order): KFC order, 4 items, quantities [10,50,30,90]. Prompt is Chinese, copied verbatim.1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN4 717 OUT133

✓

SimpleWeatherNewYorkBFCL/live_simple_12-3-8 (get_current_weather): location='New York, NY', unit=celsius.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN4 702 OUT70

Tool Calling - Simple: Live Media, Weather & Data (set 2) 10 passed

100.0%

IN76 123 OUT1 020

✓

SimpleCreditQuoteAutoCreditoBFCL/live_simple_67-31-0 (obtener_cotizacion_de_creditos): monto=1000000, plazo=12, producto='auto', año=2024, enganche=0.2.1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN7 702 OUT233

✓

SimpleCurrentLocDmsBFCL/live_simple_87-48-0 (get_current_loc): coordinate_format='DMS', include_altitude=true, timeout default/omitted.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 587 OUT112

✓

SimpleGetMoviesMumbaiTodayBFCL/live_simple_59-28-0 (get_movies): city='Mumbai', optionals default/omitted.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 555 OUT55

✓

SimplePlayArtistKaarijaTracksBFCL/live_simple_93-54-0 (play_artist): artist_name='Käärijä'.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN7 570 OUT65

✓

SimpleRetrieveAnalysisSuperfancyBFCL/live_simple_69-33-0 (analysis_api.AnalysisApi.retrieve_analysis): project/component/vulnerability UUIDs.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN7 685 OUT154

✓

SimpleSensorAlertsPerPage10BFCL/live_simple_70-34-0 (get_sensor_alerts): perPage=10, sensorSerial='Q3CC-CRT3-SZ2G', rest omitted.1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN7 633 OUT99

✓

SimpleSitefinityNewsItemJulian12BFCL/live_simple_81-42-0 (sitefinity_create_contentitem): ContentItem='NewsItem', Title='Julian is testing12', rest omitted.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 636 OUT85

✓

SimpleTodoAddShopping9pmB25BFCL/live_simple_55-25-1 (todo): type='add', content='go for shopping at 9 pm'.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 579 OUT75

✓

SimpleTodoDeleteTodoRandomBFCL/live_simple_54-25-0 (todo): type='delete', content='todo random'.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 582 OUT71

✓

SimpleWeatherGetLondonUkBFCL/live_simple_77-38-0 (weather.get): city='London', country='GB' (from UK), units/forecast default/omitted.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 594 OUT71

Tool Calling - Simple: Live Media, Weather & Data (set 3) 9 passed1 failed

90.0%

IN71 676 OUT940

✓

SimpleExtractMillennialsAppleBFCL/live_simple_71-35-0 (extract_parameters_v1): demographics=[millennials], targets=[brand:Apple], metrics=[view], min_date=2022-07-01. NOTE: targets @param clarified to '<attribute>:<entity>' order (was ambiguous 'target:target_type', which made the model emit the reversed 'Apple:brand'); GT 'brand:Apple' kept strict.1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN7 197 OUT230

✓

SimpleFetchPersonId4BFCL/live_simple_91-52-0 (fetchPerson): id=4.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN7 141 OUT57

×

SimpleLogFoodChaiTeaBFCL/live_simple_88-49-0 (log_food): food_name='chai tea', portion_amount=16.0, portion_unit='ounces', meal_name='snack'.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Assertion expression evaluated to false: (args.food_name?.ToLower()).AnyOf(["chai tea"])

Failed

IN7 215 OUT101

✓

SimplePlaySongChaChaChaBFCL/live_simple_94-55-0 (play_song): artist_name='Käärijä', song_name='Cha Cha Cha'.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN7 159 OUT72

✓

SimpleSendEmailAndyForecastBFCL/live_simple_78-39-0 (send_email): to='andy@gorilla.ai', subject='Sales Forecast Request', body set, cc/bcc/attachments omitted.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 207 OUT108

✓

SimpleSitefinityNewsJulianTestingBFCL/live_simple_82-43-0 (sitefinity_create_contentitem): ContentItem='News', Title='Julian is testing', rest omitted.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 175 OUT80

✓

SimpleTemperatureParisFranceBFCL/live_simple_90-51-0 (temperature): location='Paris, France', units/time default/omitted.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN7 133 OUT56

✓

SimpleTodoManagerAddSleepBFCL/live_simple_57-26-1 (todo_manager.handle_action): type='add', content='go to sleep at 9 pm'.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 146 OUT76

✓

SimpleTodoManagerDeleteGymBFCL/live_simple_56-26-0 (todo_manager.handle_action): type='delete', content='go to gym'.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 136 OUT72

✓

SimpleTranslateEnglishFrenchBFCL/live_simple_76-37-0 (language_translator.translate): source='en', target='fr', text='What is your name?'.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 167 OUT88

Tool Calling - Simple: Live Media, Weather & Data (set 4) 9 passed1 failed

90.0%

IN53 326 OUT828

✓

SimpleOpenMeteoBerkeleyBFCL/live_simple_85-46-0 (open_meteo_api.fetch_weather_data): coordinates=[37.8715,-122.273], units default/omitted.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN5 340 OUT100

×

SimpleSearchHotelsSanDiegoBFCL/live_simple_79-40-0 (search_hotels): location='San Diego, CA'.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Assertion expression evaluated to false: (args.location?.ToLower()).AnyOf(["san diego, ca"])

Failed

IN5 386 OUT54

✓

SimpleSitefinityNewsSleepProductivityBFCL/live_simple_83-44-0 (sitefinity_create_contentitem): full news article with all metadata.1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN5 482 OUT127

✓

SimpleSortArrayAscendingBFCL/live_simple_86-47-0 (sort_array): array=[1,54,3,1,76,2343,21], reverse default/omitted.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN5 358 OUT133

✓

SimpleTodoAddGoToGoaBFCL/live_simple_64-29-4 (todo): type='add', content='go to Goa'.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN5 285 OUT67

✓

SimpleTodoAddGymTomorrowBFCL/live_simple_61-29-1 (todo): type='add', content='go to gym tomorrow.'.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN5 284 OUT64

✓

SimpleTodoAddHiCharlieBFCL/live_simple_65-29-5 (todo): type='add', content='Hi charlie'.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN5 295 OUT68

✓

SimpleTodoAddSleep9pmBFCL/live_simple_63-29-3 (todo): type='add', content='go to sleep at 9 pm'.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN5 291 OUT72

✓

SimpleTodoCompleteFinancialReportBFCL/live_simple_60-29-0 (todo): type='complete', content='Submit monthly financial report'.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN5 308 OUT74

✓

SimpleTodoDeleteRaviBFCL/live_simple_62-29-2 (todo): type='delete', content='ravi'.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN5 297 OUT69

Tool Calling - Simple: Live Movies, Music & Booking (set 1) 3 passed

100.0%

IN14 600 OUT249

✓

SimpleMoviesTarantinoWhitakerBFCL/live_simple_208-117-0 (Movies_3_FindMovies): directed_by='Quentin Tarantino', cast='Duane Whitaker', genre dontcare.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN4 881 OUT112

✓

SimplePlaySongRoarBFCL/live_simple_230-121-0 (play_song): song_id='wjeiruhuq_roar', artist='Katy Perry', quality='high', device_id omitted.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN4 887 OUT82

✓

SimpleSetVolume20BFCL/live_simple_242-126-0 (set_volume): volume=20.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN4 832 OUT55

Tool Calling - Simple: Live Movies, Music & Booking (set 10) 3 passed

100.0%

IN15 614 OUT274

✓

SimpleHandoverPackageArrivalBFCL/live_simple_257-137-1 (answer_question): statement=package-arrival-time question, urgency/language default. System instructs HANDOVER on question. NOTE: no collider loop observed (single clean call, sibling tests pass); statement is free text -> substring-intent of the key phrase (model drops "Can you tell me").1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN5 225 OUT98

✓

SimpleMoviesNiteshDirectorBFCL/live_simple_217-117-9 (Movies_3_FindMovies): directed_by='Nitesh Tiwari', genre/cast dontcare.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN5 172 OUT69

✓

SimpleTtsChineseMaleBFCL/live_simple_227-118-1 (text_to_speech.convert): text=Chinese phrase, language='zh-CN', gender='male', format='wav', speed default.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN5 217 OUT107

Tool Calling - Simple: Live Movies, Music & Booking (set 11) 3 passed

100.0%

IN14 959 OUT207

✓

SimpleMoviesColaizzoWatkinsBFCL/live_simple_218-117-10 (Movies_3_FindMovies): directed_by='Paul Downs Colaizzo', cast='Michaela Watkins', genre dontcare.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN5 040 OUT81

✓

SimpleRequestsGetBuProductsBFCL/live_simple_229-120-0 (requests.get): anchor='user'.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN4 958 OUT57

✓

SimpleTtsPrettyGirlDefaultBFCL/live_simple_228-119-0 (text_to_speech.convert): text='I am a pretty girl', language/gender/speed default.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN4 961 OUT69

Tool Calling - Simple: Live Movies, Music & Booking (set 12) 2 passed1 failed

66.7%

IN14 670 OUT252

✓

SimpleBookFlightParisBFCL/live_simple_233-123-0 (book_flight): departure_location='Paris, France', departure_time='12/03/2023 15:00', return_time omitted.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN4 927 OUT104

✓

SimpleGetVersionBFCL/live_simple_247-129-0 (version_api.VersionApi.get_version): no arguments.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN4 839 OUT55

×

SimpleMoviesSimonCurtisDramaBFCL/live_simple_219-117-11 (Movies_3_FindMovies): directed_by='Simon Curtis', genre='Drama', cast='McKinley Belcher III'.1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

Assertion expression evaluated to false: (args.cast?.ToLower()).AnyOf(["mckinley belcher iii"])

Failed

IN4 904 OUT93

Tool Calling - Simple: Live Movies, Music & Booking (set 13) 3 passed

100.0%

IN15 211 OUT278

✓

SimpleAclRetrieveProjectsBFCL/live_simple_248-130-0 (acl_api.AclApi.retrieve_projects): uuid='12', excludeInactive=true, onlyRoot=true.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN5 058 OUT84

✓

SimpleBookFlightNewYorkToParisBFCL/live_simple_234-123-1 (book_flight): departure_location='New York, NY', departure_time='20/06/2022 17:00', return_time omitted.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN5 108 OUT118

✓

SimpleMoviesMackendrickThrillerBFCL/live_simple_220-117-12 (Movies_3_FindMovies): directed_by='Alexander Mackendrick', genre='Thriller', cast dontcare.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN5 045 OUT76

Tool Calling - Simple: Live Movies, Music & Booking (set 14) 3 passed

100.0%

IN14 833 OUT481

✓

SimpleBookFlightJfkBFCL/live_simple_245-127-0 (book_flight): departure_location='JFK', departure_date='16/03/2024', departure_time='14:00'.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN4 999 OUT105

✓

SimpleChatWithBunnyBFCL/live_simple_249-131-0 (chat_with_friend): user_message='Hey bunny, How are you doing'. NOTE: no collider loop observed (single clean call, sibling tests pass); user_message is a free-text passthrough -> substring-intent (model may drop the "Hey bunny," greeting).1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN4 914 OUT72

✓

SimpleMoviesJamesGrayBFCL/live_simple_221-117-13 (Movies_3_FindMovies): directed_by='James Gray', genre/cast dontcare.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN4 920 OUT304

Tool Calling - Simple: Live Movies, Music & Booking (set 15) 1 passed1 failed

50.0%

IN9 297 OUT179

×

SimpleBookFlightNewYorkMarchBFCL/live_simple_246-128-0 (book_flight): departure_location='New York, NY', departure_time='15/03/2024'.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Assertion expression evaluated to false: (args.departure_location?.ToLower()).AnyOf(["new york, ny"])

Failed

IN4 644 OUT88

✓

SimpleMoviesVanOrmanBrownBFCL/live_simple_222-117-14 (Movies_3_FindMovies): directed_by='Thurop Van Orman', cast='Sterling K. Brown', genre dontcare.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN4 653 OUT91

Tool Calling - Simple: Live Movies, Music & Booking (set 16) 1 passed1 skipped

100.0%

IN4 602 OUT305

✓

SimpleMoviesImaginativeFantasyBFCL/live_simple_223-117-15 (Movies_3_FindMovies): genre='Fantasy' ('Imaginative fiction'), director/cast dontcare.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN4 602 OUT305

–

SimpleRescheduleGymSessionBFCL/live_simple_231-122-0 (reschedule_event): event_identifier='456123', new_datetime='2022-10-30T16:30:00Z'.0 AI queries 0 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Skipped: source flaw: relative-date arithmetic is inconsistent — prompt states 'Monday 2022-10-20' (that date is actually a Thursday) and the GT 'next Thursday' resolves to 2022-10-30 (a Sunday), so the exact new_datetime cannot be derived deterministically.

Skipped

IN0 OUT0

Tool Calling - Simple: Live Movies, Music & Booking (set 17) 1 passed1 failed

50.0%

IN11 757 OUT307

×

SimpleMoviesTimBurtonDeppBFCL/live_simple_224-117-16 (Movies_3_FindMovies): directed_by='Tim Burton', genre='Offbeat', cast='Johnny Depp'.1 AI query 2 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Assertion expression evaluated to false: response.ToolCalls.Count == 1 Values: response.ToolCalls.Count = 2

Failed

IN7 076 OUT197

✓

SimpleRescheduleMedAppointmentBFCL/live_simple_232-122-1 (reschedule_event): event_identifier='med123', new_datetime='2021-04-15T13:45:00Z'.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN4 681 OUT110

Tool Calling - Simple: Live Movies, Music & Booking (set 18) 2 passed

100.0%

IN8 962 OUT152

✓

SimpleMoviesKirillComedyDramaBFCL/live_simple_225-117-17 (Movies_3_FindMovies): directed_by='Kirill Mikhanovsky', genre='Comedy-drama', cast dontcare.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN4 516 OUT97

✓

SimpleSetVolume70BFCL/live_simple_244-126-2 (set_volume): volume=70.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN4 446 OUT55

Tool Calling - Simple: Live Movies, Music & Booking (set 2) 3 passed

100.0%

IN14 645 OUT197

✓

SimpleMoviesLeitchTuisanoBFCL/live_simple_209-117-1 (Movies_3_FindMovies): directed_by='David Leitch', cast='Lori Pelenise Tuisano', genre dontcare.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN4 906 OUT77

✓

SimpleSetVolume30BFCL/live_simple_243-126-1 (set_volume): volume=30.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN4 868 OUT57

✓

SimpleSpotifyFriendsMarshmelloBFCL/live_simple_235-124-0 (play_spotify_song): query='track:Friends artist:Marshmello', shuffle/volume default.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN4 871 OUT63

Tool Calling - Simple: Live Movies, Music & Booking (set 3) 3 passed

100.0%

IN15 219 OUT271

✓

SimpleFlightStatusIndigo6E123BFCL/live_simple_251-133-0 (flight.status.check): flight_id='6E123', passenger_name='Karan', ticket_number='IND4567'.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN5 106 OUT92

✓

SimpleMoviesDramaBFCL/live_simple_210-117-2 (Movies_3_FindMovies): genre='Drama', director/cast dontcare.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN5 056 OUT102

✓

SimpleSpotifyDilNu124BFCL/live_simple_236-124-1 (play_spotify_song): query='track:Dil Nu artist:Maninder Buttar', shuffle/volume default.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN5 057 OUT77

Tool Calling - Simple: Live Movies, Music & Booking (set 4) 3 passed

100.0%

IN15 215 OUT241

✓

SimpleFlightStatusIndigoAirlineBFCL/live_simple_252-134-0 (flight.status.check): airlines='Indigo', person_name='Karan', ticket_number='IND4567'. NOTE: tool doc says "if only one name mentioned ... use LNU", so "Karan LNU" is equivalent-correct per the documented convention -> accept both.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN5 100 OUT95

✓

SimpleMoviesComedyCordenBFCL/live_simple_211-117-3 (Movies_3_FindMovies): genre='Comedy' (prompt 'Comic'), cast='James Corden', director dontcare. NOTE: args are correct; single-call contract stays strict. The 27B occasionally emits a 2nd call (over-call) -> legit intermittent fail (kept as signal).1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN5 076 OUT78

✓

SimpleSpotifyWreckingBallBFCL/live_simple_237-125-0 (play_spotify_song): query='track:Wrecking Ball artist:Miley Cyrus', device_id/play default. NOTE: GT accepts only the structured 'track:.. artist:..' form (kept strict). The 27B occasionally drops the format (e.g. "wrecking ball Miley Cyrus") -> legit intermittent miss (kept as signal).1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN5 039 OUT68

Tool Calling - Simple: Live Movies, Music & Booking (set 5) 3 passed

100.0%

IN15 143 OUT428

✓

SimpleMoviesComedyEdgarWrightBFCL/live_simple_212-117-4 (Movies_3_FindMovies): directed_by='Edgar Wright', genre='Comedy', cast dontcare.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN5 032 OUT231

✓

SimpleSpotifyDilNu125BFCL/live_simple_238-125-1 (play_spotify_song): query='track:Dil Nu artist:Maninder Buttar', device_id/play default.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN5 041 OUT79

✓

SimpleUberEatsBigMacBFCL/live_simple_250-132-0 (uber.eat.order): restaurants='McDonald's', items=[Big Mac, McFlurry], quantities=[2,1].1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN5 070 OUT118

Tool Calling - Simple: Live Movies, Music & Booking (set 6) 3 passed

100.0%

IN15 163 OUT235

✓

SimpleMoviesOffbeatTimBurtonBFCL/live_simple_213-117-5 (Movies_3_FindMovies): directed_by='Tim Burton', genre='Offbeat', cast dontcare.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN5 051 OUT74

✓

SimpleSpotifyShapeOfYouBFCL/live_simple_239-125-2 (play_spotify_song): query='track:Shape of You artist:Ed Sheeran' or 'Shape of You'.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN5 040 OUT64

✓

SimpleUberEatsBurgersWingsBFCL/live_simple_253-135-0 (uber.eat.order): restaurants='McDonald's', items=[burgers, chicken wings], quantities=[5,6].1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN5 072 OUT97

Tool Calling - Simple: Live Movies, Music & Booking (set 7) 2 passed1 failed

66.7%

IN17 671 OUT402

×

SimpleMoviesComicNiteshTiwariBFCL/live_simple_214-117-6 (Movies_3_FindMovies): directed_by='Nitesh Tiwari', genre='Comedy' or 'Comedy-drama', cast dontcare.1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Assertion expression evaluated to false: response.ToolCalls.Count == 1 Values: response.ToolCalls.Count = 2

Failed

IN7 742 OUT265

✓

SimpleSpotifyBabySharkBFCL/live_simple_240-125-3 (play_spotify_song): query='Baby Shark' (artist unknown).1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN4 953 OUT61

✓

SimpleUserMandatesPendingBFCL/live_simple_254-136-0 (user.mandates): user_id='U123', status='pending'.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN4 976 OUT76

Tool Calling - Simple: Live Movies, Music & Booking (set 8) 3 passed

100.0%

IN14 910 OUT404

✓

SimpleMoviesFantasyTonightBFCL/live_simple_215-117-7 (Movies_3_FindMovies): genre='Fantasy', director/cast dontcare.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN4 972 OUT261

✓

SimpleSpotifyJohnnyPapaBFCL/live_simple_241-125-4 (play_spotify_song): query='Johnny Johnny Yes Papa' (artist unknown).1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN4 949 OUT59

✓

SimpleUserMandatesActiveBFCL/live_simple_255-136-1 (user.mandates): user_id='U123456', status='active' or omitted (default).1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN4 989 OUT84

Tool Calling - Simple: Live Movies, Music & Booking (set 9) 3 passed

100.0%

IN15 572 OUT257

✓

SimpleHandoverComplaintStatusBFCL/live_simple_256-137-0 (answer_question): statement=user complaint-status question, urgency/language default. System instructs HANDOVER on question.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN5 205 OUT79

✓

SimpleMoviesActionLeitchKingBFCL/live_simple_216-117-8 (Movies_3_FindMovies): directed_by='David Leitch', genre='Action', cast='Alex King'.1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN5 180 OUT86

✓

SimpleTtsPrettyGirlSpanishBFCL/live_simple_226-118-0 (text_to_speech.convert): text='I am a pretty girl' or Spanish translation, language='es-ES', gender/format/speed default.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN5 187 OUT92

Tool Calling - Simple: Live Services, Weather & Commands (set 1) 4 passed

100.0%

IN18 950 OUT380

✓

SimpleExtractChesterJaneBFCL/live_simple_189-114-0 (extractor.extract_information): [Chester,42],[Jane,43] (Jane a year older).1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN4 784 OUT147

✓

SimpleServiceIdIroningUnitIntBFCL/live_simple_174-100-0 (get_service_id): ironing service -> service_id=2, unit omitted/1. Thai prompt.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN4 731 OUT57

✓

SimpleWeatherNewYorkBFCL/live_simple_193-116-1 (Weather_1_GetWeather): city=New York, date=2023-03-08.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN4 717 OUT87

✓

SimpleWeatherPacificaBFCL/live_simple_192-116-0 (Weather_1_GetWeather): city=Pacifica, date=2023-04-11.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN4 718 OUT89

Tool Calling - Simple: Live Services, Weather & Commands (set 10) 8 passed1 failed

88.9%

IN41 493 OUT709

✓

SimpleCmdDockerPsBFCL/live_simple_172-99-6 (cmd_controller.execute): is Docker running -> 'docker ps'.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN4 577 OUT63

✓

SimpleCmdDockerStartBFCL/live_simple_168-99-2 (cmd_controller.execute): start Docker -> 'docker start'.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN4 577 OUT58

✓

SimpleCmdEchoDateBFCL/live_simple_171-99-5 (cmd_controller.execute): today's date -> 'echo %date%'.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN4 586 OUT60

✓

SimpleCmdEchoTimeBFCL/live_simple_166-99-0 (cmd_controller.execute): current time -> 'echo %time%'.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN4 598 OUT63

✓

SimpleCmdListCDriveBFCL/live_simple_170-99-4 (cmd_controller.execute): list C drive -> 'dir C:\'.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN4 568 OUT57

✓

SimpleCmdRunPythonScriptBFCL/live_simple_169-99-3 (cmd_controller.execute): run python script with venv interpreter.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN4 660 OUT107

✓

SimpleCmdStartCalcBFCL/live_simple_173-99-7 (cmd_controller.execute): open calculator -> 'start calc'.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN4 579 OUT61

✓

SimpleCmdTasklistCodeBFCL/live_simple_167-99-1 (cmd_controller.execute): is VS Code running -> tasklist filter.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN4 596 OUT61

×

SimpleProvidersChonburiDateRangeBFCL/live_simple_186-111-0 (get_service_providers): ironing, Chonburi, rating>=4.5, 12/03/2024 16:00-18:00.1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

Assertion expression evaluated to false: (args.start_available_date?.ToLower()).AnyOf(["2024-03-12 16:00:00", "2024-03-12 16:00"])

Failed

IN4 752 OUT179

Tool Calling - Simple: Live Services, Weather & Commands (set 11) 4 passed

100.0%

IN19 710 OUT469

✓

SimpleItemsCircleLogosBFCL/live_simple_162-96-1 (get_items): 4 circle-logo copyright items.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN4 830 OUT90

✓

SimpleItemsLegoMovieBFCL/live_simple_163-96-2 (get_items): 7 Lego-movie copyright items.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN4 943 OUT107

✓

SimpleItemsSuperheroLogosBFCL/live_simple_161-96-0 (get_items): 12 superhero-logo copyright items.1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN5 045 OUT90

✓

SimpleProvidersChonburiNoLateBFCL/live_simple_187-112-0 (get_service_providers): ironing, Chonburi, rating>=4.5, 12/03/2024, never late. NOTE: the prompt gives a time range "16:00 - 18:00", so end_available_date is expected; the 27B occasionally omits it (~1/3 of runs) -> a legit model-reliability miss, not an assertion flaw.1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN4 892 OUT182

Tool Calling - Simple: Live Services, Weather & Commands (set 12) 1 passed1 failed

50.0%

IN9 577 OUT304

×

SimpleCopyrightCocaColaBFCL/live_simple_164-97-0 (get_copyright_info): Coca-Cola logo, The Coca-Cola Company, confidence 100.0.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Assertion expression evaluated to false: (args.copyright_content?.ToLower()).AnyOf(["coca-cola logo"])

Failed

IN5 002 OUT220

✓

SimpleProfessionalCleaningRating2BFCL/live_simple_183-108-0 (getDataForProfessional): cleaning in Bangkok, rating>=2.0 -> avg_rating=2.0, province_id=1, service_id=1.1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN4 575 OUT84

Tool Calling - Simple: Live Services, Weather & Commands (set 13) 3 passed

100.0%

IN13 702 OUT276

✓

SimpleMpnSpecs3pak7BFCL/live_simple_191-115-1 (raptor.mpn.specs): identifier=3pak7, MPN, include_images omitted/false.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN4 563 OUT79

✓

SimpleMpnSpecsAchdImagesBFCL/live_simple_190-115-0 (raptor.mpn.specs): identifier=ACHD, MPN, include_images=true.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN4 573 OUT118

✓

SimpleProfessionalCleaningRating4BFCL/live_simple_184-109-0 (getDataForProfessional): cleaning in Bangkok, rating>4 -> service_id=1, province_id=1, rating=4.0.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN4 566 OUT79

Tool Calling - Simple: Live Services, Weather & Commands (set 14) 1 passed1 failed

50.0%

IN9 782 OUT267

✓

SimpleExtractChineseNamesBFCL/live_simple_165-98-0 (extractor.extract_information): Chinese text -> [李雷,18],[李丽,21] (sister 3 yrs older).1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN4 896 OUT142

×

SimpleProfessionalIroningChiangMaiBFCL/live_simple_188-113-0 (getDataForProfessional): ironing in Chiang Mai, Sankampang/Ton Pao, rating 4.5.1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

Assertion expression evaluated to false: (args.district_name?.ToLower()).AnyOf(["sankampang"])

Failed

IN4 886 OUT125

Tool Calling - Simple: Live Services, Weather & Commands (set 2) 2 passed1 failed

66.7%

IN15 469 OUT314

×

SimpleServiceIdIroningUnitSessionBFCL/live_simple_175-101-0 (get_service_id): ironing -> service_id=2, unit omitted/session. Thai prompt.1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Assertion expression evaluated to false: response.ToolCalls.Count == 1 Values: response.ToolCalls.Count = 2

Failed

IN6 704 OUT137

✓

SimpleWeatherMartinezBFCL/live_simple_194-116-2 (Weather_1_GetWeather): city=Martinez, date=2023-04-25.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN4 391 OUT88

✓

SimpleWeatherPaloAltoBFCL/live_simple_195-116-3 (Weather_1_GetWeather): city=Palo Alto, date=2023-04-25.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN4 374 OUT89

Tool Calling - Simple: Live Services, Weather & Commands (set 3) 2 passed1 failed

66.7%

IN13 084 OUT235

✓

SimpleServiceIdIroningUnitQtyBFCL/live_simple_176-102-0 (get_service_id): ironing -> service_id=2, unit omitted/1. Thai prompt.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN4 343 OUT56

×

SimpleWeatherAlamedaWednesdayBFCL/live_simple_196-116-4 (Weather_1_GetWeather): city=Alameda, upcoming Wednesday (today Mon 2023-04-25) -> 2023-04-27.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Assertion expression evaluated to false: (args.date).AnyOf(["2023-04-27"]) Values: args.date = "2023-04-26"

Failed

IN4 373 OUT91

✓

SimpleWeatherStinsonBeachBFCL/live_simple_197-116-5 (Weather_1_GetWeather): city=Stinson Beach, date=2023-04-05.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN4 368 OUT88

Tool Calling - Simple: Live Services, Weather & Commands (set 4) 4 passed

100.0%

IN17 419 OUT352

✓

SimpleServiceIdCleaningBFCL/live_simple_177-103-0 (get_service_id): cleaning -> service_id=1, unit omitted/1.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN4 329 OUT99

✓

SimpleServiceIdIroningBFCL/live_simple_178-103-1 (get_service_id): ironing -> service_id=2, unit omitted/1.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN4 331 OUT75

✓

SimpleWeatherHealdsburgBFCL/live_simple_198-116-6 (Weather_1_GetWeather): city=Healdsburg, date=2023-03-02.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN4 384 OUT88

✓

SimpleWeatherMarshallBFCL/live_simple_199-116-7 (Weather_1_GetWeather): city=Marshall (prompt 'Marshall, MN'), date=2023-03-05. NOTE: GT city is bare "Marshall"; model faithfully copies the "Marshall, MN" disambiguator from the prompt -> substring-intent (equivalent-correct).1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN4 375 OUT90

Tool Calling - Simple: Live Services, Weather & Commands (set 5) 3 passed

100.0%

IN13 221 OUT247

✓

SimpleServiceIdIroningChiangMaiBFCL/live_simple_179-104-0 (get_service_id): ironing in Chiang Mai -> service_id=2, province_id=2.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN4 378 OUT71

✓

SimpleWeatherCampbellBFCL/live_simple_201-116-9 (Weather_1_GetWeather): city=Campbell, date=2023-03-04.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN4 435 OUT87

✓

SimpleWeatherFremontBFCL/live_simple_200-116-8 (Weather_1_GetWeather): city=Fremont, date=2023-03-01.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN4 408 OUT89

Tool Calling - Simple: Live Services, Weather & Commands (set 6) 3 passed

100.0%

IN13 408 OUT396

✓

SimpleServiceIdIroningBangkokRatingBFCL/live_simple_180-105-0 (get_service_id): ironing in Bangkok, rating>=4 -> service_id=2, province_id=1, rating=4.0.1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN4 472 OUT196

✓

SimpleWeatherFosterCityBFCL/live_simple_202-116-10 (Weather_1_GetWeather): city=Foster City, date=2023-04-25.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN4 465 OUT89

✓

SimpleWeatherWashingtonBFCL/live_simple_203-116-11 (Weather_1_GetWeather): city=Washington (prompt 'Washington, DC'), date=2023-03-01. NOTE: GT city is bare "Washington"; model faithfully copies the "Washington, DC" disambiguator from the prompt -> substring-intent (equivalent-correct).1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN4 471 OUT111

Tool Calling - Simple: Live Services, Weather & Commands (set 7) 2 passed1 failed

66.7%

IN13 734 OUT276

×

SimpleServiceIdIroningChatuchakBFCL/live_simple_181-106-0 (get_service_id): ironing, Bangkok(Chatuchak), rating>=4.5 -> service_id=2, province_id omitted/1, district_name=Chatuchak, rating=4.5.1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

Assertion expression evaluated to false: (args.district_name?.ToLower()).AnyOf(["chatuchak"])

Failed

IN4 590 OUT108

✓

SimpleWeatherBerkeleySaturdayBFCL/live_simple_205-116-13 (Weather_1_GetWeather): city=Berkeley, upcoming Saturday (today Tue 2023-04-25) -> 2023-04-29.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN4 568 OUT76

✓

SimpleWeatherRutherfordBFCL/live_simple_204-116-12 (Weather_1_GetWeather): city=Rutherford (prompt 'Rutherford, NJ'), date=2023-04-22. NOTE: GT city is bare "Rutherford"; model faithfully copies the "Rutherford, NJ" disambiguator from the prompt -> substring-intent (equivalent-correct).1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN4 576 OUT92

Tool Calling - Simple: Live Services, Weather & Commands (set 8) 2 passed1 failed

66.7%

IN13 834 OUT302

✓

SimpleProvidersKhlongSamWaBFCL/live_simple_182-107-0 (get_service_providers): ironing, Bangkok, Khlong Sam Wa / Sai Kong, rating>=4.5.1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN4 643 OUT126

×

SimpleWeatherLondonBFCL/live_simple_206-116-14 (Weather_1_GetWeather): city=London (prompt 'London, England'), date=2023-03-05.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Assertion expression evaluated to false: (args.city?.ToLower()).AnyOf(["london"])

Failed

IN4 597 OUT89

✓

SimpleWeatherSacramentoBFCL/live_simple_207-116-15 (Weather_1_GetWeather): city=Sacramento, date=2023-04-22.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN4 594 OUT87

Tool Calling - Simple: Live Services, Weather & Commands (set 9) 5 passed1 failed

83.3%

IN27 870 OUT465

✓

SimpleCmdEchoTimeUnitBFCL/live_simple_157-95-14 (cmd_controller.execute): current time -> 'echo %time%'.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN4 623 OUT60

×

SimpleCmdListCDriveUnitBFCL/live_simple_156-95-13 (cmd_controller.execute): list C drive -> 'dir C:\'.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Assertion expression evaluated to false: (args.unit?.ToLower()).AnyOf([null, "", "n/a"])

Failed

IN4 652 OUT69

✓

SimpleCmdStartCameraBFCL/live_simple_160-95-17 (cmd_controller.execute): open camera -> 'start microsoft.windows.camera:'.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN4 618 OUT65

✓

SimpleCmdTaskkillCodeBFCL/live_simple_158-95-15 (cmd_controller.execute): kill VS Code -> 'taskkill /IM code.exe /F'.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN4 618 OUT74

✓

SimpleCmdTimeout10BFCL/live_simple_159-95-16 (cmd_controller.execute): timer 10s -> 'timeout 10'.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN4 638 OUT66

✓

SimpleProvidersChonburiTomorrowBFCL/live_simple_185-110-0 (get_service_providers): ironing, Chonburi, rating>=4.5, tomorrow of 20230929 -> 2023-09-30.1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN4 721 OUT131

Tool Calling - Simple: Live Shell, Classification & APIs (set 1) 3 passed

100.0%

IN13 913 OUT413

✓

SimpleClassifyGreetingsAndLinksBFCL/live_simple_105-62-0 (classify): clean_hello=['hello'], faq_link_accounts_start=['link my account','connect my accounts'].1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN4 601 OUT97

✓

SimpleCmdDockerVersionBFCL/live_simple_141-94-0 (cmd_controller.execute): command='docker --version'.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN4 580 OUT59

✓

SimpleReqNodesPekAciBFCL/live_simple_128-83-0 (requests.get): nodes list url with ip 192.168.11.33, fabricName='PEK-ACI'.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN4 732 OUT257

Tool Calling - Simple: Live Shell, Classification & APIs (set 10) 3 passed1 failed

75.0%

IN22 268 OUT413

✓

SimpleCmdShutdownBFCL/live_simple_150-95-7 (cmd_controller.execute): shutdown the pc via 'shutdown /s /t 0'.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN4 870 OUT68

✓

SimpleProcessImageMoondreamBFCL/live_simple_122-78-0 (process_data): image.png + long question + model 'vikhyatk/moondream2'.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN4 982 OUT110

×

SimpleReqDataLimit50BFCL/live_simple_135-88-0 (requests.get): data endpoint url, params limit=50.1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Assertion expression evaluated to false: response.ToolCalls.Count == 1 Values: response.ToolCalls.Count = 2

Failed

IN7 544 OUT162

✓

SimpleSumNumbersListBFCL/live_simple_116-72-0 (sum_numbers): numbers_list=[133, 34].1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN4 872 OUT73

Tool Calling - Simple: Live Shell, Classification & APIs (set 11) 3 passed1 failed

75.0%

IN26 266 OUT1 234

✓

SimpleCmdWifiDisconnectBFCL/live_simple_151-95-8 (cmd_controller.execute): disconnect wifi via 'netsh wlan disconnect'.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN4 897 OUT64

×

SimplePipelineFurnitureImageBFCL/live_simple_123-79-0 (pipeline): analyze thewowstyle image with furniture/minimalist question.1 AI query 3 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Assertion expression evaluated to false: response.ToolCalls.Count == 1 Values: response.ToolCalls.Count = 3

Failed

IN11 400 OUT933

✓

SimpleReqTopologySalesAppBFCL/live_simple_136-89-0 (requests.get): topology url ip 192.168.1.1, filter accountName:AcmeCorp AND applicationName:SalesApp.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN5 054 OUT161

✓

SimpleTemperatureHyderabadBFCL/live_simple_118-74-0 (get_temperature): units=Celsius, location='Hyderabad, India', time omitted.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN4 915 OUT76

Tool Calling - Simple: Live Shell, Classification & APIs (set 12) 4 passed

100.0%

IN21 327 OUT492

✓

SimpleCmdDirDAndEchoBFCL/live_simple_152-95-9 (cmd_controller.execute): 'dir D:\ && echo testing.txt'.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN5 276 OUT57

✓

SimpleReqAnomaliesSummaryBFCL/live_simple_139-92-0 (requests.get): anomalies summary url ip 192.168.1.1, params fabric='network222'.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN5 403 OUT112

✓

SimpleRescheduleAlice8pmBFCL/live_simple_137-90-0 (reschedule): identifier='Alice-One-one-One', 2023-11-01T20:00:00, Europe/London.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN5 310 OUT119

✓

SimpleWeatherForecastParisBFCL/live_simple_120-76-0 (weather.forecast): Paris, France 2023-04-03..05, Celsius, defaults omitted.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN5 338 OUT204

Tool Calling - Simple: Live Shell, Classification & APIs (set 13) 2 passed1 failed

66.7%

IN17 470 OUT566

✓

SimpleCmdDelPuttyBFCL/live_simple_153-95-10 (cmd_controller.execute): remove putty shortcut via del with quoted path.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN4 822 OUT67

×

SimpleDynamicPricingSaaSBFCL/live_simple_113-69-0 (calculate_dynamic_pricing): geolocation='34.0522, -118.2437', base=100, min=90.1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Assertion expression evaluated to false: response.ToolCalls.Count == 1 Values: response.ToolCalls.Count = 2

Failed

IN7 790 OUT377

✓

SimpleRescheduleBob4pmBFCL/live_simple_138-91-0 (reschedule): identifier='Bob-123', 2023-11-01T16:00:00, Europe/London.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN4 858 OUT122

Tool Calling - Simple: Live Shell, Classification & APIs (set 14) 3 passed

100.0%

IN14 106 OUT280

✓

SimpleCmdStartYoutubeBFCL/live_simple_154-95-11 (cmd_controller.execute): open youtube rickroll via start command.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN4 715 OUT98

✓

SimpleGetTicketsCompanyOpenBFCL/live_simple_124-80-0 (get_tickets): customer (company name in prompt), status=open, limit=10.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN4 700 OUT101

✓

SimpleGreetPartnerJeffBFCL/live_simple_140-93-0 (greet_partner): user='Emily', partner='Jeff', relationship='husband'.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN4 691 OUT81

Tool Calling - Simple: Live Shell, Classification & APIs (set 15) 1 passed2 failed

33.3%

IN14 479 OUT220

✓

SimpleCalculateTaxNewYorkBFCL/live_simple_104-61-2 (calculate_tax): purchase_amount=250, state='NY', all optionals omitted/default.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN4 838 OUT84

×

SimpleCmdDateBFCL/live_simple_155-95-12 (cmd_controller.execute): what is the date via 'date /t' or 'echo %date%'.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Assertion expression evaluated to false: args.command.ToLower().AnyOf(["date /t", "echo %date%"])

Failed

IN4 807 OUT59

×

SimpleConcatJohnDoeBFCL/live_simple_125-81-0 (concat_strings): strings=['John','Doe'], separator=' '. EXPECTED MODEL MISS: 'combine ... into a full name' requires separator=' ' (John Doe). The 27B tends to omit separator (=> 'JohnDoe'); that is a legit model failure of the measured competence, so the ' ' assertion stays strict.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Assertion expression evaluated to false: args.separator.AnyOf([" "]) Values: args.separator = null

Failed

IN4 834 OUT77

Tool Calling - Simple: Live Shell, Classification & APIs (set 2) 3 passed

100.0%

IN16 128 OUT585

✓

SimpleCmdDirDesktopBFCL/live_simple_142-94-1 (cmd_controller.execute): command='dir Desktop'.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN5 045 OUT58

✓

SimpleRecordBankNineIntentsBFCL/live_simple_106-63-0 (record): classify 20 bank queries into 9 intents (2 buckets empty).1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN5 967 OUT413

✓

SimpleReqNodesFabEdBFCL/live_simple_129-83-1 (requests.get): nodes list url with ip 3.321.3232.2, fabricName='fab-ed'.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN5 116 OUT114

Tool Calling - Simple: Live Shell, Classification & APIs (set 3) 4 passed

100.0%

IN21 537 OUT699

✓

SimpleCmdDockerPsBFCL/live_simple_143-95-0 (cmd_controller.execute): command='docker ps'.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN5 221 OUT56

✓

SimpleRecordTelephoneHoursAccountsBFCL/live_simple_107-64-0 (record): classify 7 queries into telephone-banking / bank-hours / accounts.1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN5 706 OUT416

✓

SimpleTelemetryGlobalFabricStatusBFCL/live_simple_126-82-0 (telemetry.flowrules.interfaceInfo.get): fabric='Global-Fabric', node=1200, pod=3, ethernet, status.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN5 303 OUT123

✓

SimpleUpdateProfileEmailAgeBFCL/live_simple_114-70-0 (update_user_profile): user_id=12345, email+age set, bio omitted, notify default.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN5 307 OUT104

Tool Calling - Simple: Live Shell, Classification & APIs (set 4) 3 passed1 failed

75.0%

IN27 780 OUT863

✓

SimpleCmdKillFirefoxBFCL/live_simple_144-95-1 (cmd_controller.execute): close firefox via taskkill.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN5 085 OUT66

×

SimpleRecordMoneyTransactionsCreditBFCL/live_simple_108-65-0 (record): classify 10 queries into money-movement / transactions / credit-limit / link-accounts. EXPECTED MODEL MISS: the 27B classifies 'show me all outgoing wire transfers' as a transaction-view (get_transactions_start) rather than money_movement_start per GT, so the get_transactions count comes out as 5 instead of 4. GT bucketing kept strict; this is a legit model classification failure.1 AI query 2 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Assertion expression evaluated to false: response.ToolCalls.Count == 1 Values: response.ToolCalls.Count = 2

Failed

IN12 459 OUT637

✓

SimpleReverseSayHiBFCL/live_simple_117-73-0 (reverse_input): input_value='say hi'.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN5 073 OUT61

✓

SimpleTelemetryTestDeStatusBFCL/live_simple_127-82-1 (telemetry.flowrules.interfaceInfo.get): fabric='test-de', node=5, pod=1, ethernet, status.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN5 163 OUT99

Tool Calling - Simple: Live Shell, Classification & APIs (set 5) 4 passed

100.0%

IN20 898 OUT588

✓

SimpleCmdDirCDriveBFCL/live_simple_145-95-2 (cmd_controller.execute): list C drive => 'dir C:\'. EXPECTED MODEL MISS: for the terse/typo'd 'LIST C DRIIVE' the 27B currently returns 'dir d:' — the wrong drive. The accepted-command list is broadened with the no-backslash 'dir c:' variant for fairness, but a wrong drive letter is a legit model failure.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN5 109 OUT63

✓

SimplePrimeMinistersThreeBFCL/live_simple_119-75-0 (GetPrimeMinisters): countries=[Australia, Canada, India].1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN5 153 OUT92

✓

SimpleRecordAutoWithdrawIncomeBFCL/live_simple_109-66-0 (record): classify 5 loan/withdraw queries; outofscope empty.1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN5 361 OUT259

✓

SimpleReqInterfaceStatsNetwork1BFCL/live_simple_130-84-0 (requests.get): interfaceInfo stats, ip 192.120.45.67, Network1/node 12/pod 10/ethernet/statistics.1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN5 275 OUT174

Tool Calling - Simple: Live Shell, Classification & APIs (set 6) 4 passed

100.0%

IN21 556 OUT717

✓

SimpleCmdStartHuggingfaceBFCL/live_simple_146-95-3 (cmd_controller.execute): open huggingface via start command.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN5 296 OUT77

✓

SimpleGenerateSalaryChartBFCL/live_simple_121-77-0 (generate_chart): 5 job labels and salaries in order.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN5 450 OUT287

✓

SimpleRecordAtmLocationOnlyBFCL/live_simple_110-67-0 (record): single query 'Need ATM location' -> atm_finder_start only.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN5 301 OUT77

✓

SimpleReqInterfaceSpeedNetwork1BFCL/live_simple_131-84-1 (requests.get): interfaceInfo Speed, ip 192.120.45.67, Network1/node 12/pod 10/ethernet/Speed.1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN5 509 OUT276

Tool Calling - Simple: Live Shell, Classification & APIs (set 7) 3 passed

100.0%

IN14 949 OUT454

✓

SimpleCmdKillTimerBFCL/live_simple_147-95-4 (cmd_controller.execute): remove timer.exe via taskkill.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN4 869 OUT77

✓

SimpleRecordBalanceAndAtmBFCL/live_simple_111-67-1 (record): 10 queries -> 8 balance + 2 atm; other buckets empty.1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN5 204 OUT302

✓

SimpleReqDeviceConnectorVersionsBFCL/live_simple_132-85-0 (requests.get): device connector versions JSON url, no params.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN4 876 OUT75

Tool Calling - Simple: Live Shell, Classification & APIs (set 8) 2 passed1 failed

66.7%

IN14 838 OUT308

×

SimpleCmdWhatFileInCBFCL/live_simple_148-95-5 (cmd_controller.execute): 'what is the file in c' => 'dir C:\'. EXPECTED MODEL MISS: the 27B mis-selects the 'record' classifier (dropping the request into its 'outofscope' bucket) instead of cmd_controller_execute. record is a legitimate distractor here (not a looping universal collider), so this stays as a real tool-selection failure — no isolation needed.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Assertion expression evaluated to false: (args.unit?.ToLower()).AnyOf([null, "", "n/a"])

Failed

IN4 904 OUT67

✓

SimpleRecordWeatherOutOfScopeBFCL/live_simple_112-68-0 (record): single query 'what is the weather like' -> outofscope only.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN4 968 OUT143

✓

SimpleReqRecommendationsDacBFCL/live_simple_133-86-0 (requests.get): recommendations url, params advisoryId='dac'.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN4 966 OUT98

Tool Calling - Simple: Live Shell, Classification & APIs (set 9) 3 passed

100.0%

IN13 883 OUT230

✓

SimpleCalculateSum133And34BFCL/live_simple_115-71-0 (calculate_sum): number1=133, number2=34.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN4 611 OUT74

✓

SimpleCmdEchoHiBFCL/live_simple_149-95-6 (cmd_controller.execute): say hi via echo command.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN4 585 OUT49

✓

SimpleReqInsightsGroupsBFCL/live_simple_134-87-0 (requests.get): insights groups url, params limit=20, sort='desc'.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN4 687 OUT107

Tool Calling - Simple: Math, Physics & Geometry (set 1) 12 passed

100.0%

IN88 666 OUT1 513

✓

SimpleAlgebraQuadraticRootsBFCL/simple_python_3 (algebra.quadratic_roots): a=1, b=-3, c=2.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN7 399 OUT93

✓

SimpleAreaUnderCurveXSquaredBFCL/simple_python_13 (calculate_area_under_curve): function y=x^2, interval [1,3], method omitted/trapezoidal.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 392 OUT89

✓

SimpleCircleCircumferenceInchesBFCL/simple_python_7 (calculate_circumference): radius=4, unit inches/in.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN7 380 OUT79

✓

SimpleDerivativeCubicPolyBFCL/simple_python_14 (calculate_derivative): function 3x^2+2x-1, x_value omitted or 0.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 387 OUT82

✓

SimpleElectricFieldFromChargeBFCL/simple_python_39 (calculate_electric_field): charge=2, distance=3, permitivity omitted/8.854e-12.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN7 388 OUT194

✓

SimpleFinalVelocityFromDistanceBFCL/simple_python_30 (kinematics.final_velocity_from_distance): acceleration=4, distance=300, initial_velocity omitted/0.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 424 OUT199

✓

SimpleFinalVelocityFromHeightBFCL/simple_python_25 (calculate_final_velocity): height=150, initial_velocity omitted/0, gravity omitted/9.81.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 396 OUT72

✓

SimpleGeometryAreaCircleBFCL/simple_python_8 (geometry.area_circle): radius=10, units omitted or 'meters'.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN7 369 OUT84

✓

SimpleGetPrimeFactors450BFCL/simple_python_17 (get_prime_factors): number=450, formatted omitted or true.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN7 359 OUT94

✓

SimpleMagneticFieldLoopBFCL/simple_python_40 (calculate_magnetic_field): current=5, radius=4, permeability omitted/12.57e10.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN7 400 OUT369

✓

SimpleMathGcd40And50BFCL/simple_python_19 (math.gcd): num1=40, num2=50.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN7 383 OUT78

✓

SimpleTriangleAreaWithUnitBFCL/simple_python_0 (calculate_triangle_area): base=10, height=5, unit omitted or 'units'.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN7 389 OUT80

Tool Calling - Simple: Math, Physics & Geometry (set 2) 12 passed

100.0%

IN88 363 OUT1 169

✓

SimpleAverageVelocityBFCL/simple_python_26 (calculate_velocity): distance=50, duration=2, unit omitted or 'km/h'.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN7 363 OUT65

✓

SimpleCalculusDerivativeAtValueBFCL/simple_python_16 (calculus.derivative): function 2x^2, value=1, function_variable omitted or 'x'.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 354 OUT74

✓

SimpleElectricFieldStrengthBFCL/simple_python_44 (calculate_electric_field_strength): charge=0.01, distance=4, medium omitted or 'vacuum'.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN7 364 OUT177

✓

SimpleFinalVelocityConstAccelBFCL/simple_python_31 (calculate_final_velocity): initial_velocity=0, acceleration=9.8, time=5.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN7 401 OUT166

✓

SimpleGeometryCalculateAreaCircleBFCL/simple_python_9 (geometry.calculate_area_circle): radius=5, unit omitted or 'units'.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN7 347 OUT87

✓

SimpleGeometryCircumferenceBFCL/simple_python_12 (geometry.circumference): radius=3, units omitted or 'cm'.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN7 331 OUT66

✓

SimpleIntegrateCubeSimpsonBFCL/simple_python_15 (integrate): function x^3, start_x=-2, end_x=3, method simpson.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 396 OUT112

✓

SimpleMagneticFieldStrengthWireBFCL/simple_python_43 (calculate_magnetic_field_strength): current=20, distance=10, permeability omitted/12.57e-7.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN7 371 OUT67

✓

SimpleMathHcfBFCL/simple_python_20 (math.hcf): number1=36, number2=24.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN7 349 OUT74

✓

SimpleNumberAnalysisPrimeFactorsBFCL/simple_python_18 (number_analysis.prime_factors): number=123456.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN7 345 OUT106

✓

SimpleRightTriangleAreaCmBFCL/simple_python_10 (calculate_area): base=6, height=10, unit omitted or 'cm'.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN7 380 OUT92

✓

SimpleSolveQuadraticEquation265BFCL/simple_python_4 (solve_quadratic_equation): a=2, b=6, c=5.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN7 362 OUT83

Tool Calling - Simple: Math, Physics & Geometry (set 3) 9 passed

100.0%

IN60 246 OUT1 085

✓

SimpleBoilingMeltingPointsBFCL/simple_python_47 (get_boiling_melting_points): substance='water', sea_level=5000.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN6 688 OUT270

✓

SimpleDisplacementBFCL/simple_python_28 (calculate_displacement): initial_velocity=10, time=5, acceleration=9.8.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN6 706 OUT169

✓

SimpleElectrostaticPotentialBFCL/simple_python_38 (calculate_electrostatic_potential): charge1=1e-9, charge2=2e-9, distance=0.05, constant omitted/8.99e9.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN6 720 OUT111

✓

SimpleFinalSpeedFromHeightBFCL/simple_python_32 (calculate_final_speed): initial_velocity=0, height=100, gravity omitted or 9.8.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN6 676 OUT83

✓

SimpleNumberTheoryGcdBFCL/simple_python_21 (number_theory.gcd): number1=36, number2=48.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN6 689 OUT75

✓

SimplePrimeFactorizeDictionaryBFCL/simple_python_23 (prime_factorize): number=60, return_type='dictionary'.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN6 680 OUT85

✓

SimpleRouteEstimateTimeStopsBFCL/simple_python_37 (route.estimate_time): SF -> LA, stops {Santa Barbara, Monterey} in either order.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN6 698 OUT96

✓

SimpleSolveQuadraticAllRootsBFCL/simple_python_5 (solve_quadratic): a=3, b=-11, c=-4, root_type='all' (user asked for all roots).1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN6 709 OUT115

✓

SimpleTriangleAreaNoUnitBFCL/simple_python_11 (calculate_triangle_area): base=10, height=5.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN6 680 OUT81

Tool Calling - Simple: Math, Physics & Geometry (set 4) 8 passed1 failed

88.9%

IN63 257 OUT2 076

×

SimpleCalculateDensityBFCL/simple_python_48 (calculate_density): mass=45, volume=15, unit omitted or 'kg/m^3'.1 AI query 2 tool callscategory:ToolCallinglevel:Easysource:BFCL

Assertion expression evaluated to false: response.ToolCalls.Count == 1 Values: response.ToolCalls.Count = 2

Failed

IN10 127 OUT119

✓

SimpleElectromagneticForceBFCL/simple_python_41 (electromagnetic_force): charge1=5, charge2=7, distance=3, medium_permittivity omitted/8.854e-12.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN6 646 OUT103

✓

SimpleFinalSpeedFreeFallTimeBFCL/simple_python_29 (calculate_final_speed): initial_speed omitted/0, time=5, gravity omitted/-9.81.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN6 631 OUT77

✓

SimpleMathFactorial5BFCL/simple_python_1 (math.factorial): number=5.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN6 604 OUT56

✓

SimpleMathGcd12And15BFCL/simple_python_22 (math.gcd): num1=12, num2=15.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN6 637 OUT77

✓

SimpleShortestDrivingDistanceBFCL/simple_python_36 (get_shortest_driving_distance): origin=New York City, destination=Washington D.C., unit omitted/km.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN6 629 OUT79

✓

SimpleSolveQuadraticRoots253BFCL/simple_python_6 (solve_quadratic): a=2, b=5, c=3.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN6 642 OUT103

✓

SimpleThermoEnergyVaporizationBFCL/simple_python_45 (thermo.calculate_energy): mass=100, phase_transition=vaporization, substance omitted/water.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN6 674 OUT190

✓

SimpleTravelItineraryTokyoBFCL/simple_python_34 (travel_itinerary_generator): destination=Tokyo, days=7, daily_budget=100, exploration_type=nature.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN6 667 OUT1 272

Tool Calling - Simple: Math, Physics & Geometry (set 5) 8 passed

100.0%

IN51 582 OUT772

✓

SimpleAbsolutePressureBFCL/simple_python_49 (calc_absolute_pressure): atm_pressure=1, gauge_pressure=2.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN6 441 OUT142

✓

SimpleFinalTemperatureMixBFCL/simple_python_46 (calculate_final_temperature): mass1=20, temperature1=30, mass2=15, temperature2=60, shc omitted/4.2.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN6 479 OUT116

✓

SimpleFinalVelocityAccelTimeBFCL/simple_python_27 (final_velocity): initial_velocity=10, acceleration=2, time=5.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN6 473 OUT77

✓

SimpleGetDirectionsFastestBFCL/simple_python_33 (get_directions): start=Sydney, end=Melbourne, route_type omitted or 'fastest'.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN6 426 OUT81

✓

SimpleMathGcd12And18BFCL/simple_python_24 (math.gcd): num1=12, num2=18.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN6 427 OUT77

✓

SimpleMathHypotenuseBFCL/simple_python_2 (math.hypot): x=4, y=5, z omitted or 0.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN6 437 OUT77

✓

SimpleResonantFrequencyLCBFCL/simple_python_42 (calculate_resonant_frequency): inductance=0.05 (50mH), capacitance=0.0001 (100uF), round_off omitted/2.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN6 464 OUT124

✓

SimpleVeganRestaurantFindBFCL/simple_python_35 (vegan_restaurant.find_nearby): location='New York, NY', operating_hours=23 (11 PM).1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN6 435 OUT78

Tool Calling - Simple: Science, Data & Biology (set 1) 13 passed

100.0%

IN107 062 OUT1 777

✓

SimpleArraySortBFCL/simple_python_87 (array_sort): list=[5,3,4,1,2], order=ascending.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN8 217 OUT105

✓

SimpleAverageTemperatureBFCL/simple_python_78 (average_temperature): location=Austin, days=3, temp_unit=Celsius.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN8 201 OUT77

✓

SimpleBacteriaEvolutionRateBFCL/simple_python_74 (calculate_bacteria_evolution_rate): start=5000, dup_freq=1, duration=6, gen_time omitted or 20.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN8 234 OUT80

✓

SimpleBmiKgCmBFCL/simple_python_84 (calculate_bmi): weight=85, height=180, unit omitted or 'metric'.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN8 220 OUT91

✓

SimpleCreateHistogramBFCL/simple_python_79 (create_histogram): data=[85,90,88,92,86,89,91], bins=5.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN8 277 OUT134

✓

SimpleCreatureFitnessBFCL/simple_python_72 (calculate_fitness): trait_values=[0.8,0.7], trait_contributions=[0.4,0.6].1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN8 280 OUT133

✓

SimpleDbFetchStudentsBFCL/simple_python_89 (db_fetch_records): database=StudentDB, table=students, conditions={department:Science, school:Bluebird High School}, fetch_limit omitted or 0.1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN8 231 OUT105

✓

SimpleEntropyChangeSubstanceBFCL/simple_python_50 (entropy_change.calculate): substance=ice, mass=1, init=0, final=100, pressure omitted or 1.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN8 269 OUT533

✓

SimpleGenerateDnaSequenceBFCL/simple_python_71 (generate_DNA_sequence): length=100, preferences=[G,C] in either order.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN8 220 OUT68

✓

SimpleGpsCoordinateDistanceBFCL/simple_python_83 (calculate_distance): coord1=[33.4484,-112.074], coord2=[34.0522,-118.2437], unit=miles.1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN8 309 OUT157

✓

SimpleImdbMoviesByActorBFCL/simple_python_92 (imdb.find_movies_by_actor): actor='Leonardo DiCaprio', year=2010, category omitted or 'all'.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN8 214 OUT144

✓

SimplePopulationProjectionBFCL/simple_python_73 (population_projections): country=United States/USA, years=20, growth_rate omitted or 1.2.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN8 197 OUT74

✓

SimpleRestaurantFindNearbyBFCL/simple_python_77 (restaurant.find_nearby): location='Los Angeles, CA', dietary_preference=[Vegan].1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN8 193 OUT76

Tool Calling - Simple: Science, Data & Biology (set 2) 13 passed

100.0%

IN106 699 OUT1 323

✓

SimpleBmiMetersBFCL/simple_python_88 (calculate_BMI): weight_kg=70, height_m=1.75.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN8 206 OUT89

✓

SimpleClockAngleBFCL/simple_python_98 (calculate_clock_angle): hours=6, minutes=30, round_to omitted or 2.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN8 190 OUT64

✓

SimpleDatabaseQueryConditionsBFCL/simple_python_96 (database.query): table=user, conditions=[{age,>,25},{job,=,engineer}].1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN8 249 OUT152

✓

SimpleElephantPopulationBFCL/simple_python_75 (elephant_population_estimate): current=35000, growth_rate=0.015, years=5.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN8 230 OUT121

✓

SimpleEntropyChangeIsothermalBFCL/simple_python_51 (calculate_entropy_change): initial_temp=300, final_temp=400, heat_capacity=5, isothermal omitted or true.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN8 238 OUT177

✓

SimpleEvolutionPredictionDarwinBFCL/simple_python_76 (prediction.evolution): species=Homo Sapiens, years=50, model=Darwin.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN8 204 OUT93

✓

SimpleFindRestaurantsThaiBFCL/simple_python_80 (find_restaurants): location=Manhattan variants, food_type=Thai, number=5, dietary_requirements=[vegan].1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN8 209 OUT93

✓

SimpleGeoDistanceCitiesBFCL/simple_python_85 (geo_distance.calculate): start='Boston, MA', end='Washington, D.C.', units omitted or 'miles'.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN8 201 OUT93

✓

SimpleMathFactorialBFCL/simple_python_97 (math.factorial): number=5.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN8 153 OUT56

✓

SimplePlotSineWaveBFCL/simple_python_99 (plot_sine_wave): start=0.0, end=6.2832, frequency=5, amplitude omitted or 1, phase_shift omitted or 0.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN8 204 OUT105

✓

SimpleTheaterMovieReleasesBFCL/simple_python_93 (get_theater_movie_releases): location=LA, timeframe=7, format=IMAX.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN8 195 OUT83

✓

SimpleTriangleAreaMetersBFCL/simple_python_95 (calc_area_triangle): base=5, height=3.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN8 179 OUT76

✓

SimpleUpdateUserInfoBFCL/simple_python_94 (update_user_info): user_id=43523, update_info={name:John Doe, email:johndoe@email.com}, database omitted or CustomerInfo. NOTE: single-call contract kept intentionally; the model very occasionally emits a spurious second call (args are correct ~3/3 sampled runs), a model-reliability signal rather than a test defect.1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN8 241 OUT121

Tool Calling - Simple: Science, Data & Biology (set 3) 11 passed1 failed

91.7%

IN91 509 OUT2 068

✓

SimpleCalculateAverageBFCL/simple_python_82 (calculate_average): numbers=[12,15,18,20,21,26,30].1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN7 664 OUT114

✓

SimpleCellDensityBFCL/simple_python_57 (calculate_cell_density): optical_density=0.6, dilution=5, calibration_factor omitted or 1e9.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 636 OUT86

✓

SimpleCellInfoHumanBFCL/simple_python_55 (biology.get_cell_info): cell_type=human, detailed=true.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 600 OUT977

✓

SimpleCellProteinsMembraneBFCL/simple_python_56 (cellbio.get_proteins): cell_compartment=plasma membrane, include_description omitted/true/false.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN7 601 OUT92

✓

SimpleCityDistanceTrainBFCL/simple_python_86 (city_distance.find_shortest): start=New York, end=Los Angeles, transportation=train, allow_transfer=true.1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN7 644 OUT95

✓

SimpleEmployeeFetchDataBFCL/simple_python_90 (employee.fetch_data): company='ABC Ltd.', employee_id=345, data_field=[Personal Info, Job History].1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN7 645 OUT104

✓

SimpleFetchDnaSequenceBFCL/simple_python_53 (fetch_DNA_sequence): DNA_id=DNA123, format omitted or 'fasta', upstream omitted or 0.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 603 OUT70

✓

SimpleGetRestaurantSushiBFCL/simple_python_91 (get_restaurant): cuisine=sushi, location=Boston, condition=open on Sundays.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 618 OUT82

✓

SimpleHeatCapacityAirBFCL/simple_python_52 (calc_heat_capacity): temp=298, volume=10, gas omitted or 'air'.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 647 OUT96

✓

SimpleMolecularWeightBFCL/simple_python_59 (calculate_molecular_weight): compound=C6H12O6, to_unit=grams/mole or g/mol.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 629 OUT93

×

SimpleOrganelleFunctionLookupBFCL/simple_python_58 (cell_biology.function_lookup): molecule=ATP synthase, organelle=mitochondria, specific_function=true.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Assertion expression evaluated to false: args.specific_function == true Values: args.specific_function = false

Failed

IN7 619 OUT193

✓

SimpleProteinSequenceBFCL/simple_python_54 (get_protein_sequence): gene=BRCA1, species omitted or 'Homo sapiens'.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 603 OUT66

Tool Calling - Simple: Science, Data & Biology (set 4) 12 passed

100.0%

IN94 184 OUT1 471

✓

SimpleAnalyzeDnaSequenceBFCL/simple_python_62 (analyze_dna_sequence): sequence + reference_sequence given, mutation_type omitted or 'substitution'.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 904 OUT233

✓

SimpleDiabetesPredictionBFCL/simple_python_61 (diabetes_prediction): weight=150, height=70 (5ft10in), activity_level=lightly active.1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN7 865 OUT213

✓

SimpleFastestRouteAvoidTollsBFCL/simple_python_81 (map_routing.fastest_route): start=San Francisco/SF, end=Los Angeles/LA, avoid_tolls=true.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 834 OUT84

✓

SimpleForestGrowthForecastBFCL/simple_python_68 (forest_growth_forecast): location=Yellowstone National Park, years=5, include_human_impact=true.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 841 OUT91

✓

SimpleGeneticSimilarityBFCL/simple_python_63 (genetics.calculate_similarity): species1=Human, species2=Chimp/Chimpanzee, format omitted or 'percentage'.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 832 OUT86

✓

SimpleGenotypeFrequencyBFCL/simple_python_64 (calculate_genotype_frequency): allele_frequency=0.3, genotype=AA.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN7 843 OUT80

✓

SimpleIdentifyBirdBFCL/simple_python_67 (identify_bird): color=green, habitat=forest, size=small.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 817 OUT83

✓

SimpleMutationTypeFindBFCL/simple_python_60 (mutation_type.find): snp_id=rs6034464, species omitted or 'Homo sapiens'.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 847 OUT74

✓

SimplePopulationDensityBFCL/simple_python_65 (calculate_density): country=Brazil, year='2022', population=213000000, land_area=8500000.1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN7 890 OUT184

✓

SimplePrecipitationStatsBFCL/simple_python_66 (ecology_data.precipitation_stats): location=Amazon rainforest, time_frame=six_months.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 832 OUT78

✓

SimpleTurtlePopulationBFCL/simple_python_69 (ecology.get_turtle_population): location=Mississippi river, year=2020, species=true.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 840 OUT92

✓

SimpleVehicleEmissionBFCL/simple_python_70 (calculate_vehicle_emission): vehicle_type=gas, miles_driven=1500, emission_factor omitted or 355.48.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 839 OUT173

Tool Calling - Simple: Sports & Games (set 1) 11 passed1 failed

91.7%

IN96 010 OUT1 411

✓

SimpleBattingAverageComputeBFCL/simple_python_302 (calculate_batting_average): hits=180, at_bats=600, decimal_places=3 or omitted.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN7 671 OUT98

✓

SimpleBoardGameInfoTicketBFCL/simple_python_328 (boardgame.get_info): Ticket to Ride, {rating, player count} either order, language omitted/English.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 640 OUT79

✓

SimpleFindCardInDeckBFCL/simple_python_335 (find_card_in_deck): rank Queen, suit Hearts, deck omitted.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN7 633 OUT67

×

SimpleGameListByYearBFCL/simple_python_342 (game_list.get_games): year 2019, multiplayer true, ESRB Everyone.1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Assertion expression evaluated to false: response.ToolCalls.Count == 1 Values: response.ToolCalls.Count = 2

Failed

IN11 696 OUT200

✓

SimpleGameWinnerByDateBFCL/simple_python_307 (game_result.get_winner): Lakers/Clippers either order, date 2021-01-28, venue omitted.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 652 OUT90

✓

SimpleHighestGameScoreBFCL/simple_python_349 (game_score.highest): Overwatch, PC, region Global or omitted.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN7 645 OUT89

✓

SimpleMatchScheduleBFCL/simple_python_308 (sports.match_schedule): Man United, 5 matches, English Premier League or omitted.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN7 650 OUT89

✓

SimpleNoteDurationBFCL/simple_python_300 (music.calculate_note_duration): 440/880 Hz, tempo omitted or 120.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN7 652 OUT89

✓

SimplePokerGameWinnerMultiBFCL/simple_python_337 (poker_game_winner): 4 players + per-player hands dict, type omitted/Texas Holdem.1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN7 843 OUT351

✓

SimpleSoccerPlayerStatsBFCL/simple_python_303 (soccer_stat.get_player_stats): Cristiano Ronaldo, 2019-2020, league omitted.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN7 650 OUT93

✓

SimpleSportRankingPlayerBFCL/simple_python_316 (get_sport_ranking): Tennis, Serena Williams, gender omitted/all/female.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN7 627 OUT70

✓

SimpleTeamRankRegularBFCL/simple_python_317 (get_team_rank): LA Lakers, NBA, 2021, type regular.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 651 OUT96

Tool Calling - Simple: Sports & Games (set 2) 11 passed

100.0%

IN78 511 OUT1 263

✓

SimpleBoardGameInfoCatanBFCL/simple_python_330 (board_game_info): Catan, {average_review_rating, age_range}.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 128 OUT78

✓

SimpleCricketBattingScoreBFCL/simple_python_306 (average_batting_score): Virat Kohli, 10 matches, T20 or omitted.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN7 129 OUT81

✓

SimpleFifaTeamRankingBFCL/simple_python_318 (get_team_ranking): Germany, 2021, gender men or omitted.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN7 136 OUT87

✓

SimpleMatchResultsTwoTeamsBFCL/simple_python_325 (sports.match_results): Chicago Bulls vs Los Angeles Lakers, season omitted.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN7 114 OUT84

✓

SimplePokerDetermineWinnerTwoBFCL/simple_python_340 (card_games.poker_determine_winner): John vs Mike with 5-card hands (suit symbols).1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN7 262 OUT122

✓

SimpleShuffleAndDrawBFCL/simple_python_336 (cards.shuffle_and_draw): num_cards 3.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN7 108 OUT63

✓

SimpleSoccerPerformanceBFCL/simple_python_305 (sports_stats.get_performance): Messi, La Liga, 2020-2021, {goals scored, assists made}.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 163 OUT164

✓

SimpleTeamScheduleGamesBFCL/simple_python_327 (sports_team.get_schedule): Man United, 6 games, Premier League, location omitted.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN7 132 OUT351

✓

SimpleThirdChordBFCL/simple_python_301 (get_third_chord): key C, type major or omitted.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN7 106 OUT72

✓

SimpleTopPlayerBySportBFCL/simple_python_323 (sports_ranking.get_top_player): tennis, gender women.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 109 OUT73

✓

SimpleVideoGamePlayerStatsBFCL/simple_python_343 (game_stats.fetch_player_statistics): Zelda, user Sam, platform Switch.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN7 124 OUT88

Tool Calling - Simple: Sports & Games (set 3) 8 passed1 failed

88.9%

IN61 518 OUT1 626

✓

SimpleCardDrawProbabilityBFCL/simple_python_338 (card_game_probability.calculate): total 52, desired 13 (hearts), cards_drawn 1 or omitted.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN6 458 OUT133

✓

SimpleCelebrityNetWorthBFCL/simple_python_313 (celebrity_net_worth.get): Messi, currency EUR/euro.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN6 452 OUT75

✓

SimpleDefenseRankingBFCL/simple_python_315 (get_defense_ranking): season 2021, top 1 or omitted.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN6 451 OUT82

✓

SimpleFindAthleteBFCL/simple_python_311 (sports_db.find_athlete): Lebron James, sport Basketball, team omitted.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN6 444 OUT106

✓

SimpleGameItemStatsBFCL/simple_python_344 (get_game_item_stats): BotW, Guardian Sword+, stat power/power rating.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN6 487 OUT131

✓

SimpleMonopolyOddsBFCL/simple_python_329 (monopoly_odds_calculator): number 7, dice_number 2, dice_faces 6 or omitted.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN6 456 OUT87

×

SimpleNflPlayerRecordBFCL/simple_python_309 (nfl_data.player_record): Tom Brady, 2020, team omitted or Tampa Bay Buccaneers.1 AI query 2 tool callscategory:ToolCallinglevel:Easysource:BFCL

Assertion expression evaluated to false: response.ToolCalls.Count == 1 Values: response.ToolCalls.Count = 2

Failed

IN9 878 OUT157

✓

SimpleSportsRankingSeasonIntBFCL/simple_python_319 (sports_ranking): Man United, Premier League, season omitted or 2023.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN6 442 OUT76

✓

SimpleTeamLatestScoreBFCL/simple_python_324 (team_score.get_latest): Los Angeles Lakers, include_opponent true.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN6 450 OUT779

Tool Calling - Simple: Sports & Games (set 4) 7 passed

100.0%

IN41 877 OUT603

✓

SimpleCareerStatsBFCL/simple_python_310 (get_career_stats): LeBron James, team omitted.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN5 958 OUT62

✓

SimpleCelebrityAchievementsBFCL/simple_python_314 (sports_celebrity.get_major_achievements): Messi, sports Football/Soccer or omitted, team all or omitted.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN5 976 OUT77

✓

SimpleChessTopPlayersBFCL/simple_python_331 (board_game.chess.get_top_players): New York, min rating 2300, number_of_players 10 or omitted.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN5 983 OUT83

✓

SimpleDeckOddsSuitBFCL/simple_python_341 (deck_of_cards.odds): suit hearts, deck_type without_joker or normal.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN5 975 OUT94

✓

SimpleGameValuationBFCL/simple_python_345 (game_valuation): Super Mario Bros., 1985, condition Like New/New.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN5 995 OUT95

✓

SimpleTeamPositionDetailedBFCL/simple_python_320 (sports_ranking.get_team_position): Golden State Warriors, 2022-2023, detailed true.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN6 011 OUT107

✓

SimpleTeamScoreWithStatsBFCL/simple_python_326 (get_team_score): Los Angeles Lakers, NBA, include_player_stats any.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN5 979 OUT85

Tool Calling - Simple: Sports & Games (set 5) 5 passed2 failed

71.4%

IN43 620 OUT871

✓

SimpleChessRatingBFCL/simple_python_332 (chess.rating): Magnus Carlsen, variant classical or omitted.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN5 776 OUT69

✓

SimpleCollectablesInSeasonBFCL/simple_python_346 (get_collectables_in_season): Animal Crossing: New Horizons, Spring, item_type all or omitted.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN5 799 OUT79

×

SimpleDetailedWeatherForecastBFCL/simple_python_333 (detailed_weather_forecast): London UK, 3 days, {high/low temp, humidity, precipitation}.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Assertion expression evaluated to false: detJoined.Contains("temp") Values: detJoined = "high|low|humidity|precipitation|"

Failed

IN5 819 OUT115

✓

SimpleFullHouseProbabilityBFCL/simple_python_339 (poker_probability.full_house): defaults deck_size 52, hand_size 5.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN5 777 OUT101

✓

SimplePlayerStatisticYearBFCL/simple_python_312 (player_statistic): Ronaldo, year 2021, team omitted.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN5 783 OUT73

×

SimpleSoccerLastMatchBFCL/simple_python_347 (soccer.get_last_match): Liverpool F.C., include_stats true.1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Assertion expression evaluated to false: response.ToolCalls.Count == 1 Values: response.ToolCalls.Count = 2

Failed

IN8 871 OUT352

✓

SimpleSportsRankingSeasonStrBFCL/simple_python_321 (sports_ranking): Barcelona, La Liga, 2021.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN5 795 OUT82

Tool Calling - Simple: Sports & Games (set 6) 4 passed

100.0%

IN20 226 OUT465

✓

SimpleBlackjackWinnerBFCL/simple_python_334 (blackjack.check_winner): player [A,10], dealer [10,9], ace_value 1.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN5 084 OUT193

✓

SimpleCreatePlayerProfileBFCL/simple_python_348 (create_player_profile): StarPlayer, class Mage, starting_level 5.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN5 061 OUT102

✓

SimpleCurrentTeamRankingBFCL/simple_python_322 (sports_ranking.get_current): Liverpool, Premier League, season omitted or 2023-2024.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN5 027 OUT76

✓

SimplePlayerLastGameStatsBFCL/simple_python_304 (player_stats.getLastGame): LeBron James, Lakers, metrics {Points, Rebounds}.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN5 054 OUT94

Tool Calling - Simple: Stats, Finance & ML (set 1) 8 passed

100.0%

IN51 727 OUT1 092

✓

SimpleCardProbabilityBFCL/simple_python_112 (calculate_probability): total_outcomes=52, favorable_outcomes=4 (king from deck), round_to omitted or 2.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN6 415 OUT144

✓

SimpleCompoundInterestNBFCL/simple_python_131 (calculate_compound_interest): principal=10000, rate=0.05, time=10, n=4.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN6 513 OUT123

✓

SimpleInvestmentProfitBFCL/simple_python_134 (investment.predictProfit): investment_amount=5000, annual_return=0.07, years=5.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN6 458 OUT116

✓

SimpleLightTravelTimeBFCL/simple_python_100 (light_travel_time): distance_in_light_years=4, speed_of_light omitted or default.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN6 421 OUT119

✓

SimpleQuarterlyDividendBFCL/simple_python_128 (finance.calculate_quarterly_dividend_per_share): total_payout=50000000, outstanding_shares=100000000.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN6 469 OUT167

✓

SimpleRandomForestTrainBFCL/simple_python_109 (random_forest.train): n_estimators=100, max_depth=5, data='my_data'.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN6 447 OUT96

✓

SimpleStockPriceByDateBFCL/simple_python_142 (get_stock_price): company_name Amazon/AMZN, date=2022-03-11, exchange NASDAQ or omitted.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN6 441 OUT93

✓

SimpleTTestStatsBFCL/simple_python_118 (stats.t_test): array_1=[10,15,12,14,11], array_2=[18,16,17,20,22], alpha=0.05.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN6 563 OUT234

Tool Calling - Simple: Stats, Finance & ML (set 2) 7 passed1 failed

87.5%

IN53 951 OUT909

✓

SimpleCalculateSpeedBFCL/simple_python_101 (calculate_speed): distance=450, time=20, to_unit=km/h.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN6 721 OUT78

✓

SimpleCardProbabilitySingleBFCL/simple_python_116 (probabilities.calculate_single): total_outcomes=52, event_outcomes=4 (king), round omitted or 2.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN6 709 OUT106

✓

SimpleCompoundInterestFreqBFCL/simple_python_136 (compound_interest): principal=10000, annual_rate=5.0, compounding_freq=monthly, time_in_years=5.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN6 746 OUT110

×

SimpleDiscountedCashFlowBFCL/simple_python_129 (calculate_discounted_cash_flow): coupon_payment=100, period=5, discount_rate=0.04, face_value omitted or 1000.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Assertion expression evaluated to false: args.discount_rate == 0.04 Values: args.discount_rate = 4

Failed

IN6 740 OUT81

✓

SimpleHousePriceBedroomsBFCL/simple_python_110 (predict_house_price): bedrooms=3, bathrooms=2, area=1800, location San Francisco.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN6 742 OUT119

✓

SimpleStockPriceDaysBFCL/simple_python_143 (get_stock_price): company=AAPL, days=5, exchange NASDAQ or omitted.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN6 702 OUT86

✓

SimpleStockReturnProjectedBFCL/simple_python_137 (calculate_stock_return): investment_amount=5000, annual_growth_rate=0.06, holding_period=5, dividends omitted or false.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN6 754 OUT111

✓

SimpleTTestIndBFCL/simple_python_119 (hypothesis_testing.ttest_ind): sample1=[22,33,42,12,34], sample2=[23,45,44,14,38], significance_level=0.05.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN6 837 OUT218

Tool Calling - Simple: Stats, Finance & ML (set 3) 8 passed

100.0%

IN52 242 OUT954

✓

SimpleCompoundedInterestAnnuallyBFCL/simple_python_145 (calculate_compounded_interest): principal=5000, interest_rate=0.05, period=10, compounding_frequency omitted or Annually.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN6 527 OUT104

✓

SimpleDistanceEarthMoonBFCL/simple_python_102 (calculate_distance): body1=Earth, body2=Moon, unit mi/miles/mile.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN6 483 OUT84

✓

SimpleHeartRatioProbabilityBFCL/simple_python_117 (probability_of_event): success_outcomes=13 (hearts), total_outcomes=52, format_as_ratio=true.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN6 515 OUT92

✓

SimpleHousePriceRoomsBFCL/simple_python_125 (predict_house_price): area=2500, rooms=5, year=1990, location San Francisco/SF.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN6 542 OUT110

✓

SimpleMutualFundReturnBFCL/simple_python_139 (estimate_mutual_fund_return): yearly_yield=5.0, investment_amount=2000, years=3.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN6 543 OUT112

✓

SimpleReturnOnEquityBFCL/simple_python_132 (calculate_return_on_equity): net_income=2000000, shareholder_equity=10000000, dividends_paid=200000.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN6 585 OUT247

✓

SimpleStockPriceCurrentMultiBFCL/simple_python_149 (get_stock_price): company_names=[Apple, Microsoft] (or tickers AAPL, MSFT).1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN6 465 OUT66

✓

SimpleTwoSampleTTestRunBFCL/simple_python_120 (run_two_sample_ttest): group1=[3,4,5,6,4], group2=[7,8,9,8,7], equal_variance=true.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN6 582 OUT139

Tool Calling - Simple: Stats, Finance & ML (set 4) 8 passed

100.0%

IN52 897 OUT1 166

✓

SimpleBinomialProbDistBFCL/simple_python_114 (prob_dist.binomial): trials=10, successes=5, p omitted or 0.5.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN6 578 OUT103

✓

SimpleFutureValueMonthlyBFCL/simple_python_133 (finance.predict_future_value): present_value=5000, annual_interest_rate=0.05, compounding_periods_per_year=12, time_years=3.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN6 620 OUT124

✓

SimpleGeometryAreaTriangleBFCL/simple_python_104 (geometry.area_triangle): base=6, height=10, unit omitted or 'square meters'.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN6 561 OUT75

✓

SimpleMathPowerBFCL/simple_python_105 (math.power): base=3, exponent=4, mod omitted or 1.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN6 554 OUT69

✓

SimpleNPVCashFlowsBFCL/simple_python_127 (calculate_NPV): cash_flows=[200,300,400,500], discount_rate=0.1, initial_investment=2000.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN6 669 OUT110

✓

SimpleReturnOnInvestmentBFCL/simple_python_135 (calculate_return_on_investment): purchase_price=20, sale_price=25, dividend=2.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN6 597 OUT162

✓

SimpleStockPriceDataTypeBFCL/simple_python_146 (stock_price): company Amazon/AMZN, days=3, data_type omitted or Close.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN6 555 OUT69

✓

SimpleTwoSampleTTestFloatBFCL/simple_python_123 (hypothesis_testing.two_sample_t_test): group1=[12.4,15.6,11.2,18.9], group2=[10.5,9.8,15.2,13.8], alpha omitted or 0.05.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN6 763 OUT454

Tool Calling - Simple: Stats, Finance & ML (set 5) 8 passed

100.0%

IN53 420 OUT916

✓

SimpleAreaUnderCurvePolyBFCL/simple_python_103 (mathematics.calculate_area_under_curve): polynomial=[3.0,2.0,-4.0], limits=[-1.0,2.0].1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN6 669 OUT110

✓

SimpleBinomialCalcBFCL/simple_python_115 (calculate_binomial_probability): number_of_trials=8, number_of_successes=5, probability_of_success omitted or 0.5.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN6 648 OUT109

✓

SimpleCalculateBmiBFCL/simple_python_107 (calculate_bmi): weight=70, height=175, system omitted or metric.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN6 647 OUT92

✓

SimpleFutureValueInvestmentBFCL/simple_python_148 (finance.calculate_future_value): initial_investment=20000, rate_of_return=0.08, years=5, contribution omitted or 0.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN6 687 OUT124

✓

SimpleLinearRegressionBFCL/simple_python_108 (run_linear_regression): predictors=[Age,Income,Education], target=Purchase_Amount, standardize=true.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN6 673 OUT111

✓

SimpleNPVInvestmentBFCL/simple_python_130 (finance_calculator.npv): cash_flows=[-50000,10000,15000,20000,25000,30000], discount_rate=0.08, years omitted or empty.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN6 771 OUT168

✓

SimpleStockPricesDurationBFCL/simple_python_147 (get_stock_prices): companies=[Microsoft,Google], duration='2 weeks'.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN6 625 OUT76

✓

SimpleTTestDatasetsBFCL/simple_python_124 (t_test): dataset_A=[12,24,36], dataset_B=[15,30,45], alpha omitted or 0.05.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN6 700 OUT126

Tool Calling - Simple: Stats, Finance & ML (set 6) 10 passed

100.0%

IN71 509 OUT1 023

✓

SimpleBinomialCoin100BFCL/simple_python_121 (calc_binomial_prob): num_trials=100, num_success=60, prob_success=0.5.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 157 OUT117

✓

SimpleCagrBFCL/simple_python_140 (calculate_cagr): initial_value=2000, final_value=3000, period_in_years=4.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN7 176 OUT115

✓

SimpleChiSquaredTestBFCL/simple_python_122 (chi_squared_test): table=[[10,20],[30,40]], alpha omitted or 0.05.1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN7 166 OUT103

✓

SimpleDiceRollBFCL/simple_python_113 (probability.dice_roll): desired_number=6, number_of_rolls=2, die_sides omitted or 6.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN7 124 OUT96

✓

SimpleMarketPerformanceBFCL/simple_python_144 (market_performance.get_data): indexes=[S&P 500, Dow Jones], days=5, detailed omitted or true/false.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 141 OUT91

✓

SimpleMetalPriceBFCL/simple_python_141 (get_metal_price): metal=Gold, measure=ounce.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN7 100 OUT69

✓

SimpleNormalVariateBFCL/simple_python_111 (random.normalvariate): mu=0, sigma=1.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN7 121 OUT94

✓

SimplePortfolioFutureValueBFCL/simple_python_138 (portfolio_future_value): stock=X, invested_amount=5000, expected_annual_return=0.05, years=7.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 179 OUT125

✓

SimpleRandomForestClassifierBFCL/simple_python_106 (train_random_forest_classifier): dataset=your_dataset_name, max_depth=5, n_estimators=100.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN7 160 OUT101

✓

SimpleRSquaredBFCL/simple_python_126 (linear_regression.get_r_squared): dataset_path=C:/data/cars.csv, independent_variables=[engine_size,fuel_economy], dependent_variable=car_price.1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN7 185 OUT112

Tool Calling - Tool Selection: Area (Triangle/Circle) 1 passed

100.0%

IN4 539 OUT86

✓

SelectTriangleAreaHeronToolBFCL/multiple_1 (math.triangle_area_heron): triangle area from three side lengths (Heron).1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN4 539 OUT86

Tool Calling - Tool Selection: Art & Music 7 passed2 failed

77.8%

IN111 715 OUT1 753

✓

SelectAnalyzeStructureToolBFCL/multiple_162 (analyze_structure): dynamic structural analysis of specific floors.1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN11 768 OUT104

✓

SelectConcertSearchToolBFCL/multiple_166 (concert.search): concert search by genre/location/date/price.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN11 734 OUT87

×

SelectGuitarPriceToolBFCL/multiple_165 (guitar_price.find): guitar price by model/condition/location (not instrument_price.get).1 AI query 2 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Assertion expression evaluated to false: response.ToolCalls.Count == 1 Values: response.ToolCalls.Count = 2

Failed

IN17 811 OUT184

✓

SelectInstrumentPriceToolBFCL/multiple_164 (instrument_price.get): instrument price by brand/model/finish (not guitar_price.find).1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN11 742 OUT97

✓

SelectMelodyGeneratorToolBFCL/multiple_167 (music_generator.generate_melody): melody generation with key/note/length/tempo. Tightened per methodology: prompt explicitly gives "120 beats per minute", so tempo is required exactly 120 (ground truth also accepts omission, which equals the schema default).1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN11 771 OUT138

✓

SelectMetropolitanArtworksToolBFCL/multiple_163 (metropolitan_museum.get_top_artworks): top artworks sorted by popularity.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN11 736 OUT157

×

SelectMusicalScaleToolBFCL/multiple_169 (musical_scale): musical scale for a key.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Assertion expression evaluated to false: args.key.AnyOf(["C#", "C sharp"]) Values: args.key = "C sharp major"

Failed

IN11 703 OUT88

✓

SelectSculptureInfoToolBFCL/multiple_160 (get_sculpture_info): sculpture info by artist with detail.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN11 721 OUT214

✓

SelectSongLyricsToolBFCL/multiple_168 (get_song_lyrics): lyrics by song title/artist.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN11 729 OUT684

Tool Calling - Tool Selection: Calculators & Directories 8 passed

100.0%

IN76 795 OUT1 009

✓

SelectCalculateGcdToolBFCL/multiple_35 (calculate_gcd): greatest common divisor, not lcm.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN9 595 OUT83

✓

SelectCurrencyGetRateToolBFCL/multiple_17 (currency_conversion.get_rate): rate at a specific date, not convert/latest-rate.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN9 614 OUT101

✓

SelectGeodistanceToolBFCL/multiple_65 (geodistance.find): distance between cities, not timezone difference/flights.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN9 584 OUT71

✓

SelectLibrarySearchBookToolBFCL/multiple_38 (library.search_book): search for a book, not reserve one.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN9 596 OUT76

✓

SelectLinearRegressionToolBFCL/multiple_53 (linear_regression): linear regression, not random forest.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN9 609 OUT94

✓

SelectMagneticFieldCalculateToolBFCL/multiple_41 (magnetic_field.calculate): magnetic field via Ampere's law, not electric field/force.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN9 627 OUT301

✓

SelectSolveQuadraticEquationToolBFCL/multiple_28 (solve.quadratic_equation): solve a quadratic, not rgb/string-reverse.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN9 603 OUT230

✓

SelectStockForecastToolBFCL/multiple_55 (stock_forecast): stock price prediction, not weather forecast.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN9 567 OUT53

Tool Calling - Tool Selection: Finance & Legal 8 passed2 failed

80.0%

IN145 658 OUT2 239

✓

SelectCagrCalculationToolBFCL/multiple_130 (calculate_cagr): compound annual growth rate from initial/final/years, not other finance tools.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN13 176 OUT115

✓

SelectCaseInfoToolBFCL/multiple_135 (get_case_info): retrieve case info (victim) by docket/court.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN13 152 OUT137

×

SelectCrimeRateToolBFCL/multiple_136 (get_crime_rate): crime rate by city/state/type/year.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Assertion expression evaluated to false: args.type.ToLower() == "violent"

Failed

IN13 144 OUT100

✓

SelectCrimeRecordToolBFCL/multiple_134 (crime_record.get_record): detailed crime record by case number/county.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN13 145 OUT93

✓

SelectFutureValueToolBFCL/multiple_132 (finance.calculate_future_value): future value from rate/initial/years, not compound_interest.1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN13 179 OUT203

×

SelectLawsuitDetailsToolBFCL/multiple_139 (lawsuit_details.find): patent lawsuit details by company/year/type.1 AI query 3 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Assertion expression evaluated to false: response.ToolCalls.Count == 1 Values: response.ToolCalls.Count = 3

Failed

IN26 780 OUT334

✓

SelectLawsuitSearchToolBFCL/multiple_137 (lawsuit_search): lawsuit search by company/date/location/status. Tightened per methodology: prompt explicitly asks for "ongoing" lawsuits, so status is required exactly "ongoing" (ground truth also accepts omission, but an explicitly-stated value must be passed).1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN13 161 OUT105

✓

SelectLegalCaseFetchToolBFCL/multiple_138 (legal_case.fetch): fetch detailed legal case by id.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN13 616 OUT573

✓

SelectMarketPerformanceToolBFCL/multiple_131 (market_performance.get_data): index performance over N days.1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN13 141 OUT465

✓

SelectMutualFundBalanceToolBFCL/multiple_133 (calculate_mutual_fund_balance): mutual fund balance from investment/yield/years.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN13 164 OUT114

Tool Calling - Tool Selection: Finance & Markets 8 passed

100.0%

IN82 482 OUT768

✓

SelectAvgClosingPriceToolBFCL/multiple_56 (avg_closing_price): average closing price, not volume/total revenue.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN10 279 OUT74

✓

SelectCompoundInterestCalcToolBFCL/multiple_49 (calc_Compound_Interest): compound interest, not future value/simple interest.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN10 328 OUT109

✓

SelectCurrencyConversionToolBFCL/multiple_52 (currency_conversion): currency conversion, not unit conversion.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN10 289 OUT80

✓

SelectDividendDataToolBFCL/multiple_54 (corporate_finance.dividend_data): dividend history, not generic stock market data.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN10 280 OUT77

✓

SelectHousePriceForecastToolBFCL/multiple_50 (house_price_forecast): house price forecast, not weather/stock forecast.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN10 273 OUT71

✓

SelectPropertyDepreciationToolBFCL/multiple_14 (finance.property_depreciation): depreciation, not loan/inflation.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN10 328 OUT115

✓

SelectRevenueForecastToolBFCL/multiple_13 (corporate_finance.revenue_forecast): revenue forecast, not product price.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN10 320 OUT102

✓

SelectYoyGrowthRateToolBFCL/multiple_12 (corporate_finance.calculate_YOY_growth_rate): YOY growth, not ROE/ROA.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN10 385 OUT140

Tool Calling - Tool Selection: Food & Travel 6 passed1 failed

85.7%

IN64 582 OUT591

✓

SelectCurrencyConvertToolBFCL/multiple_95 (currency_exchange.convert): currency conversion, not unit_conversion. live_conversion is required true: prompt says "using current exchange rate" (ground truth = [true]).1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN9 227 OUT93

✓

SelectDrivingDistanceToolBFCL/multiple_104 (get_shortest_driving_distance): driving distance, not instrument price / biology / scientist lookup.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN9 216 OUT79

✓

SelectHotelBookToolBFCL/multiple_93 (hotel.book): book a hotel room, not car.rental.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN9 245 OUT103

×

SelectRecipeFindToolBFCL/multiple_91 (recipe.find): recipe by main ingredient + limit, not restaurant.find.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Assertion expression evaluated to false: args.ingredientLimit == 4 Values: args.ingredientLimit = 5

Failed

IN9 215 OUT72

✓

SelectRecipeSearchToolBFCL/multiple_89 (recipe_search): find a recipe from ingredients, not restaurant_search/ingredient_replace.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN9 231 OUT91

✓

SelectRestaurantForGroupToolBFCL/multiple_90 (restaurant.find_group): restaurant for a group, not events.find_event.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN9 224 OUT83

✓

SelectWalmartVeganToolBFCL/multiple_92 (walmart.vegan_products): the named store is Walmart, not Safeway/Whole Foods.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN9 224 OUT70

Tool Calling - Tool Selection: Games, Food & Utilities 9 passed1 failed

90.0%

IN137 996 OUT1 496

✓

SelectBestGroceryStoreToolBFCL/multiple_188 (grocery_store.find_best): best grocery store by rating/products.1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN13 828 OUT100

✓

SelectClosestRestaurantToolBFCL/multiple_185 (restaurant_search.find_closest): closest restaurant by cuisine/amenities.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN13 793 OUT81

×

SelectFindRecipeToolBFCL/multiple_186 (find_recipe): recipe by restrictions/type/time.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Assertion expression evaluated to false: args.recipe_type.ToLower() == "dessert"

Failed

IN13 806 OUT156

✓

SelectGamePlayerStatsToolBFCL/multiple_180 (game_stats.fetch_player_statistics): player stats by game/username/platform.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN13 798 OUT83

✓

SelectMultiplayerGameFinderToolBFCL/multiple_182 (multiplayer_game_finder): multiplayer game by platform/rating.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN13 802 OUT103

✓

SelectRecipeCaloriesToolBFCL/multiple_183 (recipe_info.get_calories): calories of a recipe from a website.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN13 775 OUT60

✓

SelectRecipeSearchToolBFCL/multiple_184 (recipe_search): recipe by restriction/ingredients/servings.1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN13 804 OUT645

✓

SelectSoccerLastMatchToolBFCL/multiple_181 (soccer.get_last_match): last match with stats for a club.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN13 797 OUT105

✓

SelectTimezoneConvertToolBFCL/multiple_189 (timezone.convert): convert a time between timezones.1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN13 798 OUT78

✓

SelectWholeFoodsPriceToolBFCL/multiple_187 (whole_foods.check_price): price of items at a Whole Foods location.1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN13 795 OUT85

Tool Calling - Tool Selection: Geometry, Finance & Services 7 passed

100.0%

IN59 004 OUT707

✓

SelectAirQualityForecastToolBFCL/multiple_63 (air_quality_forecast): air quality, not weather/news.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN8 413 OUT73

✓

SelectFinancialCompoundInterestToolBFCL/multiple_57 (financial.compound_interest): compound interest, not simple interest.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN8 476 OUT114

✓

SelectGeometryRectangleToolBFCL/multiple_31 (geometry_rectangle.calculate): rectangle area+perimeter, not square/circle.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN8 429 OUT132

✓

SelectLawyerFinderToolBFCL/multiple_59 (lawyer_finder): find a lawyer by specialization, not rent a car.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN8 409 OUT70

✓

SelectLibrarySearchBooksToolBFCL/multiple_68 (library.search_books): search a specific library, not Google Books/Open Library.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN8 415 OUT74

✓

SelectMapsShortestPathToolBFCL/multiple_27 (maps.shortest_path): shortest path with transport mode, not route-time estimation.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN8 437 OUT89

✓

SelectTrafficEstimateToolBFCL/multiple_66 (traffic_estimate): traffic for a time period, not raw distance/weather.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN8 425 OUT155

Tool Calling - Tool Selection: History & Knowledge 9 passed1 failed

90.0%

IN136 063 OUT2 141

✓

SelectDiscovererToolBFCL/multiple_155 (get_discoverer): discoverer of a discovery, with detail.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN13 580 OUT244

×

SelectEarliestReferenceToolBFCL/multiple_157 (get_earliest_reference): earliest reference of a person from a source.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Assertion expression evaluated to false: args.source.ToLower() == "historical records"

Failed

IN13 592 OUT325

✓

SelectEventDateToolBFCL/multiple_153 (get_event_date): date of a historical event.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN13 575 OUT68

✓

SelectHistoricalContribToolBFCL/multiple_156 (historical_contrib.get_contrib): scientist's contribution on a date.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN13 612 OUT107

✓

SelectHistoryKeyEventsToolBFCL/multiple_152 (history.get_key_events): key war events by country/years.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN13 625 OUT546

✓

SelectMostFollowedToolBFCL/multiple_151 (social_media_analytics.most_followed): most-followed by topic/sub-topics.1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN13 606 OUT85

✓

SelectNeuronalActivityToolBFCL/multiple_150 (calculate_neuronal_activity): neuronal activity from synaptic rate/weight/decay.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN13 636 OUT107

✓

SelectPaintNeededToolBFCL/multiple_159 (calculate_paint_needed): paint quantity for a wall.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN13 643 OUT109

✓

SelectPapalBiographyToolBFCL/multiple_158 (religious_history.get_papal_biography): papal biography with contributions.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN13 593 OUT474

✓

SelectUsPresidentToolBFCL/multiple_154 (US_president.in_year): president in a given year. Tightened per methodology: prompt explicitly asks for the "full name", so full_name is required true (ground truth also accepts omission, but an explicitly-requested option must be passed).1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN13 601 OUT76

Tool Calling - Tool Selection: History, Demographics & Art 8 passed2 skipped

100.0%

IN86 017 OUT853

✓

SelectArtworkPriceToolBFCL/multiple_74 (art_auction.fetch_artwork_price): artwork price, not library book search. Tightened per methodology: prompt explicitly asks "on all auction platforms", so require platform == "all" (ground truth also accepts omission, but an explicitly-given value must pass).1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN10 768 OUT88

✓

SelectArtworkSearchToolBFCL/multiple_77 (artwork_search.find): artwork search, not tourist_attraction/park search.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN10 751 OUT77

–

SelectCustomSculptureToolBFCL/multiple_76 (sculpture.create_custom): custom sculpture (material), not painting (color).0 AI queries 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Skipped: Ambiguous action-vs-question item (item flaw, not model behavior): the prompt mixes an order ('I want to order a custom bronze sculpture of a horse') with a question ('What material options are available?'), so a competent model may either call sculpture_create_custom or answer the question in text - not deterministic. Kept for traceability.

Skipped

IN0 OUT0

✓

SelectEuropeanMonarchsToolBFCL/multiple_70 (european_history.get_monarchs): monarch lookup, not events/culture.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN10 752 OUT130

✓

SelectExhibitionInfoToolBFCL/multiple_79 (exhibition_info): museum exhibitions, not restaurant_info.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN10 758 OUT79

–

SelectMuseumInfoToolBFCL/multiple_78 (museum_info): museum info with a feature list, not generic tourist_spot_info.0 AI queries 0 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Skipped: Ambiguous single-call item (item flaw, not model behavior): a dedicated exhibition_info tool coexists with museum_info, so the 'exhibitions' part can reasonably route either to museum_info's features or to a separate exhibition_info call; a competent model may make one or two calls - not deterministic. Kept for traceability.

Skipped

IN0 OUT0

✓

SelectPaintColorTrendsToolBFCL/multiple_75 (paint_color.trends): paint color trend, not weather/house-price trends.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN10 736 OUT70

✓

SelectPopulationByCategoryToolBFCL/multiple_71 (get_population): population by category, not bureau statistics/demographics.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN10 760 OUT78

✓

SelectReligionOriginToolBFCL/multiple_73 (religion.get_origin): founder/origin, not core beliefs.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN10 741 OUT81

✓

SelectStatePopulationToolBFCL/multiple_72 (us_history.population_by_state_year): state population, not GDP.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN10 751 OUT250

Tool Calling - Tool Selection: Isolated Collisions: Exhibition, Hotel & Currency 3 passed

100.0%

IN21 041 OUT330

✓

SelectBookLuxuryHotelToolBFCL/multiple_191 (book_hotel): luxury room with view, stay_duration variant.1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN7 065 OUT140

✓

SelectCurrencyConversionToolBFCL/multiple_192 (currency_conversion.convert): convert an amount between currencies.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN6 981 OUT99

✓

SelectExhibitionToolBFCL/multiple_161 (find_exhibition): top-rated sculpture exhibition by location/art_form.1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN6 995 OUT91

Tool Calling - Tool Selection: Knowledge & Media 8 passed2 failed

80.0%

IN143 243 OUT2 344

✓

SelectBattleDetailsToolBFCL/multiple_18 (european_history.battle_details): battle details, not war/leader info.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN11 751 OUT219

✓

SelectDatabaseModifyColumnsToolBFCL/multiple_10 (database.modify_columns): delete columns, not create a backup.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN11 807 OUT106

✓

SelectFiveFactorModelToolBFCL/multiple_69 (five_factor_model.analyse): Big Five personality, not MBTI.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN11 822 OUT274

×

SelectGameRewardsToolBFCL/multiple_26 (game_rewards.get): rewards, not scores/missions list.1 AI query 4 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Assertion expression evaluated to false: response.ToolCalls.Count == 1 Values: response.ToolCalls.Count = 4

Failed

IN31 195 OUT785

✓

SelectGenerateSoundWaveToolBFCL/multiple_21 (generate_sound_wave): generate a sound, not play a file.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN11 775 OUT202

✓

SelectMostPointsSingleGameToolBFCL/multiple_22 (sports_data.basketball.most_points_single_game): single-game record, not season/career.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN11 751 OUT106

✓

SelectPlayerStatsToolBFCL/multiple_23 (basketball.player_stats.get): player stats, not game/team stats.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN11 773 OUT159

✓

SelectReligionSchismsToolBFCL/multiple_19 (religion_history.get_schisms): schisms, not councils/reformations.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN11 743 OUT241

✓

SelectSculpturePriceToolBFCL/multiple_20 (sculpture_price.calculate): commission price, not sculptor info/availability.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN11 757 OUT79

×

SelectVideoGameStorePriceToolBFCL/multiple_25 (video_games.store_price): store price, not store currency/on-sale.1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Assertion expression evaluated to false: response.ToolCalls.Count == 1 Values: response.ToolCalls.Count = 2

Failed

IN17 869 OUT173

Tool Calling - Tool Selection: Legal, Environment & Services 9 passed1 failed

90.0%

IN127 951 OUT1 044

✓

SelectAirQualityToolBFCL/multiple_144 (air_quality): AQI by location/date.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN12 155 OUT85

✓

SelectEmissionsToolBFCL/multiple_145 (calculate_emissions): annual CO2 from distance/fuel/efficiency.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN12 191 OUT123

✓

SelectHumidityForecastToolBFCL/multiple_142 (weather.humidity_forecast): humidity forecast by location/days.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN12 142 OUT74

✓

SelectLawsuitCheckCaseToolBFCL/multiple_141 (lawsuit.check_case): verify a case's closed status by id.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN12 161 OUT99

✓

SelectLawsuitsSearchToolBFCL/multiple_140 (lawsuits_search): lawsuits by company/location/year.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN12 156 OUT83

×

SelectMapDirectionsToolBFCL/multiple_147 (map_service.get_directions): directions avoiding features.1 AI query 2 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Assertion expression evaluated to false: response.ToolCalls.Count == 1 Values: response.ToolCalls.Count = 2

Failed

IN18 449 OUT185

✓

SelectRestaurantFindNearbyToolBFCL/multiple_146 (restaurant.find_nearby): nearby restaurants by cuisine/distance.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN12 152 OUT85

✓

SelectSentimentAnalysisToolBFCL/multiple_149 (sentiment_analysis): sentiment of a review text.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN12 162 OUT90

✓

SelectSlopeGradientToolBFCL/multiple_143 (calculate_slope_gradient): slope gradient between two coordinates. Tightened per methodology: prompt explicitly asks for the gradient "in degree", so unit is required exactly "degree" (ground truth also accepts omission, which equals the schema default).1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN12 252 OUT147

✓

SelectStockInfoToolBFCL/multiple_148 (get_stock_info): detailed stock information by company.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN12 131 OUT73

Tool Calling - Tool Selection: Local Services & Weather 9 passed

100.0%

IN86 806 OUT869

✓

SelectHumidityTemperatureForecastToolBFCL/multiple_60 (humidity_temperature_forecast): humidity/temperature, not events/movies.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN9 636 OUT75

✓

SelectLandscapeArchitectToolBFCL/multiple_61 (landscape_architect.find_specialty): landscape architect, not home renovation.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN9 651 OUT89

✓

SelectLawyerSearchToolBFCL/multiple_58 (lawyer.search): find a lawyer, not a doctor.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN9 620 OUT65

✓

SelectLibraryFindNearbyToolBFCL/multiple_48 (library.find_nearby): find a library, not a store.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN9 655 OUT91

✓

SelectNatureParkToolBFCL/multiple_62 (nature_park.find_nearby): find a nature park, not a restaurant.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN9 649 OUT151

✓

SelectRideHailingToolBFCL/multiple_39 (ride_hailing.get_rides): find a ride, not a grocery delivery.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN9 645 OUT84

✓

SelectRoutePlannerToolBFCL/multiple_24 (route_planner.calculate_route): plan a route, not chess-club lookup.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN9 661 OUT140

✓

SelectTranslateToolBFCL/multiple_67 (translate): translate text, not sentiment/word-count.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN9 638 OUT90

✓

SelectUvIndexToolBFCL/multiple_64 (uv_index.get_future): UV index, not rainfall/snowfall.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN9 651 OUT84

Tool Calling - Tool Selection: Mathematics 8 passed

100.0%

IN75 301 OUT1 012

✓

SelectCalculateIntegralToolBFCL/multiple_33 (calculate_integral): definite integral, not derivative.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN9 417 OUT164

✓

SelectCosineSimilarityToolBFCL/multiple_47 (cosine_similarity.calculate): cosine similarity, not correlation.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN9 436 OUT301

✓

SelectDiceRollProbabilityToolBFCL/multiple_51 (dice_roll_probability): dice sum probability, not coin/card.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN9 411 OUT98

✓

SelectFunctionsIntersectToolBFCL/multiple_29 (functions.intersect): intersection of two functions, not zeros of one.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN9 413 OUT127

✓

SelectMathLcmToolBFCL/multiple_34 (math.lcm): least common multiple, not gcd/sqrt.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN9 403 OUT78

✓

SelectQuadraticRootsToolBFCL/multiple_11 (math_roots.quadratic): quadratic roots from coefficients, not cubic/polynomial.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN9 415 OUT103

✓

SelectRectangleAreaToolBFCL/multiple_30 (rectangle.area): rectangle area, not circle/triangle area.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN9 401 OUT65

✓

SelectSortListToolBFCL/multiple_46 (sort_list): sort a list, not filter/sum.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN9 405 OUT76

Tool Calling - Tool Selection: Mathematics & Geometry 7 passed

100.0%

IN70 341 OUT631

✓

SelectCircleAreaToolBFCL/multiple_97 (geometry.area_circle): circle area, not plot_sine_wave.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN10 030 OUT82

✓

SelectCircumferenceToolBFCL/multiple_98 (geometry.circumference): circle circumference, not the reference/time/melody tools.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN10 021 OUT89

✓

SelectDatabaseQueryToolBFCL/multiple_119 (database.query): structured DB query with conditions, not the score/ROI/probability distractors.1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN10 112 OUT147

✓

SelectDerivativeToolBFCL/multiple_99 (calculus.derivative): derivative at a point, not get_personality_traits.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN10 044 OUT75

✓

SelectHcfToolBFCL/multiple_100 (math.hcf): highest common factor, not the scale-progression distractor.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN10 040 OUT78

✓

SelectSolveQuadraticToolBFCL/multiple_96 (solve_quadratic_equation): solve quadratic, not stock/portfolio tools.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN10 053 OUT85

✓

SelectTriangleAreaToolBFCL/multiple_121 (geometry.area_triangle): triangle area, not map directions / invention lookup.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN10 041 OUT75

Tool Calling - Tool Selection: Mixed Domains 5 passed2 failed1 skipped

71.4%

IN86 679 OUT1 112

✓

SelectAverageGradeToolBFCL/multiple_9 (calculate_average): selects average, not standard_deviation/highest_grade.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN9 857 OUT104

✓

SelectCapacitanceToolBFCL/multiple_6 (capacitance_calculator.calculate): selects capacitance, not resistance/magnetic_field. Tightened per methodology: prompt explicitly states "dielectric constant K is 1.0", so K is required exactly 1.0 (ground truth also accepts omission, but an explicitly-given value must be passed).1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN9 859 OUT239

✓

SelectCapitalToolBFCL/multiple_2 (country_info.capital): selects capital lookup, not largest_city/population.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN9 758 OUT54

×

SelectDisplacementToolBFCL/multiple_4 (kinematics.calculate_displacement): selects displacement, not final_speed.1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Assertion expression evaluated to false: response.ToolCalls.Count == 1 Values: response.ToolCalls.Count = 2

Failed

IN18 744 OUT277

✓

SelectEuclideanDistanceToolBFCL/multiple_3 (EuclideanDistance.calculate): selects distance, not angleToXAxis.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN9 803 OUT91

✓

SelectRealEstateSearchToolBFCL/multiple_8 (realestate.find_properties): property search with budget, not property_valuation.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN9 862 OUT139

×

SelectWeatherByCoordinatesDateToolBFCL/multiple_5 (weather.get_by_coordinates_date): historical-by-coordinates, not by-city/forecast.1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Assertion expression evaluated to false: response.ToolCalls.Count == 1 Values: response.ToolCalls.Count = 2

Failed

IN18 796 OUT208

–

SelectWildlifeGrowthToolBFCL/multiple_7 (wildlife_population.assess_growth): population growth, not ecological_impact.0 AI queries 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Skipped: Ambiguous single-call item (item flaw, not model behavior): the prompt asks for BOTH population growth AND impact on woodland, and two distinct tools genuinely fit (wildlife_population_assess_growth + ecological_impact_analyze); a competent human would reasonably make two calls, so a single-call ground truth is unfair. Kept for traceability.

Skipped

IN0 OUT0

Tool Calling - Tool Selection: Music, Sports & Games 8 passed1 failed

88.9%

IN95 451 OUT1 264

✓

SelectBoardGameRecommendToolBFCL/multiple_86 (BoardGameGeek.recommend): BoardGameGeek store, not AmazonGameStore.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN10 023 OUT391

✓

SelectConcertTicketToolBFCL/multiple_81 (concert.book_ticket): concert ticket, not festival ticket.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN10 046 OUT94

✓

SelectGameUpdateToolBFCL/multiple_87 (games.update.find): game update/patch, not reviews/price.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN10 034 OUT72

✓

SelectMusicGenerateToolBFCL/multiple_82 (music.generate): musical piece from key/tempo, not raw audio.generate.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN10 012 OUT77

✓

SelectMusicShopToolBFCL/multiple_80 (music_shop.find_nearby): music shop with lessons, not gym.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN10 024 OUT86

✓

SelectPlayerCountToolBFCL/multiple_88 (video_games.get_player_count): active player count, not sales.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN10 031 OUT79

✓

SelectPlayerGoalsToolBFCL/multiple_83 (player_stats.get_all_time_goals): per-player goals, not team/league top scorer.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN10 012 OUT76

×

SelectSoccerScoresToolBFCL/multiple_85 (soccer_scores.get_scores): soccer scores, not basketball.1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Assertion expression evaluated to false: response.ToolCalls.Count == 1 Values: response.ToolCalls.Count = 2

Failed

IN15 237 OUT165

✓

SelectTopGoalScorersToolBFCL/multiple_84 (getTopGoalScorers): top goal scorers, not top assists.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN10 032 OUT224

Tool Calling - Tool Selection: Physical Sciences 10 passed

100.0%

IN113 105 OUT1 258

✓

SelectBiologicalEnergyToolBFCL/multiple_43 (biological.calc_energy): energy from moles of substance, not biomass/work.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN11 295 OUT184

✓

SelectBiotSavartLawToolBFCL/multiple_40 (electromagnetism.biot_savart_law): magnetic field via Biot-Savart, not Ampere's law.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN11 298 OUT224

✓

SelectConeVolumeToolBFCL/multiple_32 (geometry.calculate_cone_volume): cone volume, not cone mass.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN11 278 OUT88

✓

SelectFinalTemperatureToolBFCL/multiple_42 (calculate_final_temperature): mixing two gas samples, not mass calculation.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN11 339 OUT215

✓

SelectFinalVelocityToolBFCL/multiple_37 (kinematics.final_velocity): final velocity from initial velocity + time, not wave velocity/distance.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN11 288 OUT76

✓

SelectGeologyEraToolBFCL/multiple_45 (geology.get_era): geological era date, not historical event date.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN11 271 OUT65

✓

SelectPopulationGeneticsNeToolBFCL/multiple_16 (population_genetics.calculate_ne): effective population size, not range-shift/carrying-capacity.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN11 339 OUT115

✓

SelectSolarFarmPotentialToolBFCL/multiple_15 (solarFarm.potential): solar (not wind) energy potential from coordinates + panel area.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN11 394 OUT143

✓

SelectSpeedFromRestToolBFCL/multiple_36 (kinematics.calculate_speed_from_rest): speed from rest over a distance, not acceleration.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN11 314 OUT73

✓

SelectWeightInSpaceToolBFCL/multiple_44 (calculate.weight_in_space): weight on a planet, not unit/currency conversion.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN11 289 OUT75

Tool Calling - Tool Selection: Physics & Biology 13 passed

100.0%

IN195 082 OUT1 800

✓

SelectCellProteinsToolBFCL/multiple_109 (cellbio.get_proteins): proteins by cell compartment, not find_exhibition / mutation lookup.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN14 974 OUT150

✓

SelectDensityToolBFCL/multiple_107 (calculate_density): mass/volume density, not mix_paint_color.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN15 001 OUT66

✓

SelectDisplacementToolBFCL/multiple_102 (calculate_displacement): kinematic displacement, not poker/musical distractors.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN15 019 OUT242

✓

SelectElectricFieldToolBFCL/multiple_106 (calculate_electric_field_strength): electric field, not paint/cooking/group distractors.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN14 997 OUT293

✓

SelectEvolutionPredictionToolBFCL/multiple_114 (prediction.evolution): evolutionary-rate prediction, not modify_painting / calculate_probability.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN15 009 OUT100

✓

SelectFinalSpeedToolBFCL/multiple_103 (calculate_final_speed): free-fall final speed, not chess/court/event distractors.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN14 989 OUT83

✓

SelectFitnessToolBFCL/multiple_113 (calculate_fitness): evolutionary fitness from trait values/contributions, not chess/walmart/lawyer distractors. Percentages map to decimal contributions [0.4, 0.6].1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN15 069 OUT84

✓

SelectForestGrowthToolBFCL/multiple_112 (forest_growth_forecast): forest growth forecast, not get_scientist_for_discovery. include_human_impact is required true: prompt says "including human impact" (ground truth = [true]).1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN15 002 OUT91

✓

SelectGenotypeFrequencyToolBFCL/multiple_111 (calculate_genotype_frequency): genotype frequency, not factorial / find_flute.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN15 004 OUT159

✓

SelectHeatCapacityToolBFCL/multiple_108 (calc_heat_capacity): gas heat capacity, not discounted_cash_flow.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN15 020 OUT98

✓

SelectLightTravelTimeToolBFCL/multiple_120 (light_travel_time): light travel time, not grocery/hotel/exchange distractors.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN14 987 OUT118

✓

SelectMagneticFieldToolBFCL/multiple_105 (calculate_magnetic_field): magnetic field of a loop, not concert/lawsuit distractors.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN15 003 OUT237

✓

SelectMutationTypeToolBFCL/multiple_110 (mutation_type.find): SNP mutation type, not get_collectables_in_season.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN15 008 OUT79

Tool Calling - Tool Selection: Sports & Card Games 10 passed

100.0%

IN134 221 OUT1 525

✓

SelectChessTopPlayersToolBFCL/multiple_177 (board_game.chess.get_top_players): top chess players by location/rating.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN13 427 OUT81

✓

SelectDefenseRankingToolBFCL/multiple_173 (get_defense_ranking): NBA best-defence ranking by season.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN13 425 OUT80

✓

SelectFindAthleteToolBFCL/multiple_172 (sports_db.find_athlete): athlete profile by name/sport.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN13 410 OUT565

✓

SelectFindCardToolBFCL/multiple_178 (find_card_in_deck): find a card by rank/suit in default deck.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN13 421 OUT66

✓

SelectGameWinnerToolBFCL/multiple_171 (game_result.get_winner): winner of a game between two teams on a date.1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN13 440 OUT92

✓

SelectPokerFullHouseToolBFCL/multiple_179 (poker_probability.full_house): probability of a full house (default deck/hand).1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN13 411 OUT101

✓

SelectSoccerPlayerStatsToolBFCL/multiple_170 (soccer_stat.get_player_stats): player stats by name/season.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN13 438 OUT79

✓

SelectSportsRankingToolBFCL/multiple_174 (sports_ranking): team ranking in a league.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN13 408 OUT76

✓

SelectTeamScheduleToolBFCL/multiple_176 (sports_team.get_schedule): team schedule for N games in a league.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN13 432 OUT321

✓

SelectTopPlayerToolBFCL/multiple_175 (sports_ranking.get_top_player): top player by sport/gender.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN13 409 OUT64

Tool Calling - Tool Selection: Statistics, Finance & Health 6 passed

100.0%

IN56 354 OUT684

✓

SelectBmiMetersToolBFCL/multiple_117 (calculate_BMI): BMI in kg/m, not soccer / hotel_booking distractors.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN9 371 OUT88

✓

SelectGcdToolBFCL/multiple_101 (math.gcd): greatest common divisor, not get_top_cases.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN9 348 OUT77

✓

SelectHotelPricingToolBFCL/multiple_94 (hotel_room_pricing.get): hotel room pricing, not car/flight pricing.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN9 383 OUT94

✓

SelectReturnOnEquityToolBFCL/multiple_128 (calculate_return_on_equity): ROE from income/equity/dividends, not library/lyrics/law distractors. dividends_paid is required 200000: prompt explicitly supplies "dividends paid of $200,000".1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN9 449 OUT177

✓

SelectSingleProbabilityToolBFCL/multiple_124 (probabilities.calculate_single): single-event probability, not math.power / fetch_DNA_sequence.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN9 357 OUT111

✓

SelectTwoSampleTtestToolBFCL/multiple_125 (run_two_sample_ttest): two-group t-test, not restaurant/personality distractors. equal_variance is required true: prompt says "assuming equal variance" (ground truth = [true, ""]).1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN9 446 OUT137

Tool Calling - Tool Selection: Statistics, Finance & Services 8 passed

100.0%

IN91 287 OUT961

✓

SelectBmiMetricToolBFCL/multiple_116 (calculate_bmi): BMI in kg/cm with unit option, not celebrity_net_worth.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN11 399 OUT86

✓

SelectCalculateProbabilityToolBFCL/multiple_123 (calculate_probability): probability from favorable/total, not lawsuit/house-price distractors.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN11 371 OUT108

✓

SelectCompoundInterestToolBFCL/multiple_129 (compound_interest): compound interest, not lawsuits_search.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN11 426 OUT120

✓

SelectFindRestaurantsToolBFCL/multiple_115 (find_restaurants): restaurant search with count + dietary, not instrument/stock/sports.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN11 404 OUT89

✓

SelectLinearRegressionToolBFCL/multiple_122 (run_linear_regression): regression with predictors, not recipe/itinerary/cooking distractors. standardize is required true: prompt says "Also apply standardization" (ground truth = [true]).1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN11 421 OUT111

✓

SelectMoviesByActorToolBFCL/multiple_118 (imdb.find_movies_by_actor): movies by actor+year, not flight.book / lawsuits_search.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN11 393 OUT85

✓

SelectQuarterlyDividendToolBFCL/multiple_127 (finance.calculate_quarterly_dividend_per_share): dividend per share, not lyrics/paint/movie distractors.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN11 425 OUT93

✓

SelectTTestToolBFCL/multiple_126 (t_test): two-dataset t-test, not event_finder / triangle-area distractors.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN11 448 OUT269

Tool Calling - Tool Selection: Travel & Biology 8 passed

100.0%

IN97 959 OUT1 323

✓

SelectBookHotelToolBFCL/multiple_190 (book_hotel): book a room by hotel/location/room_type/start/nights.1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN12 285 OUT122

✓

SelectCellProteinsToolBFCL/multiple_196 (cellbio.get_proteins): proteins in a cell compartment.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN12 216 OUT150

✓

SelectDistanceDurationToolBFCL/multiple_193 (maps.get_distance_duration): distance/duration between two places.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN12 235 OUT80

✓

SelectForestGrowthToolBFCL/multiple_199 (forest_growth_forecast): forest growth forecast with human impact.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN12 238 OUT569

✓

SelectGenotypeFrequencyToolBFCL/multiple_198 (calculate_genotype_frequency): genotype frequency from allele frequency.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN12 246 OUT148

✓

SelectHeatCapacityToolBFCL/multiple_195 (calc_heat_capacity): heat capacity for a gas by temp/volume. Tightened per methodology: prompt explicitly states the gas is "air", so gas is required exactly "air" (ground truth also accepts omission, which equals the schema default).1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN12 262 OUT88

✓

SelectMuseumHoursToolBFCL/multiple_194 (get_museum_hours): museum opening hours on a day.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN12 227 OUT85

✓

SelectMutationTypeToolBFCL/multiple_197 (mutation_type.find): gene mutation type by SNP id.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN12 250 OUT81

Tool Calling - Tool Selection: Triangle Properties 1 passed

100.0%

IN4 617 OUT194

✓

SelectTrianglePropertiesToolBFCL/multiple_0 (triangle_properties.get): retrieves triangle dimensions/properties from 3 sides.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN4 617 OUT194

Qwen 3.8 Flash Next NVFP4 Instruct | Benchmark #77

Tool Calling Benchmark based on BFCL

Results by difficulty

Results by category