Ai4Users - Qwen 3.6 27B NVFP4 Instruct

Benchmark items
Tool Calling - Irrelevance: Architecture & Artwork 9 passed	100.0%	IN31 151 OUT2 091
✓	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 OUT64
✓	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 0 tool callscategory:ToolCallinglevel:Easysource:BFCL	Passed	IN3 458 OUT476
✓	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 OUT444
✓	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 OUT90
✓	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 OUT47
✓	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 OUT222
✓	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 OUT419
✓	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 OUT43
✓	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 OUT286
Tool Calling - Irrelevance: Buildings, Sculpture & Music 7 passed1 skipped	100.0%	IN23 003 OUT817
–	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 OUT161
✓	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 OUT14
✓	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 OUT231
✓	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 OUT32
✓	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 OUT98
✓	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 OUT216
✓	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 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN3 293 OUT65
Tool Calling - Irrelevance: Cell Biology & Genetics 7 passed1 broken2 skipped	87.5%	IN30 331 OUT7 243
✓	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 OUT49
✓	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 OUT123
✓	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 OUT342
✓	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 OUT253
–	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 OUT268
✓	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 OUT261
✓	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 OUT220
!	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 Assertion expression evaluated to false: response.Completed Values: response.Completed = false	Broken	IN3 788 OUT5 727
–	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 11 passed	100.0%	IN40 858 OUT1 152
✓	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 OUT91
✓	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 OUT48
✓	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 OUT261
✓	NoToolForHexColorMixBFCL/irrelevance_146: mixing two hex colors asked; only a prophet-details lookup is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL	Passed	IN3 724 OUT264
✓	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 OUT63
✓	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 OUT150
✓	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 OUT27
✓	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 OUT65
✓	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 OUT42
✓	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 OUT13
✓	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 OUT128
Tool Calling - Irrelevance: Cooking, Currency & Markets 6 passed2 failed	75.0%	IN32 563 OUT2 287
×	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 534 OUT302
✓	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 OUT246
✓	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 OUT134
✓	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 OUT100
×	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 562 OUT419
✓	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 OUT553
✓	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 OUT482
✓	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 OUT51
Tool Calling - Irrelevance: Dates & Elements 9 passed1 failed	90.0%	IN40 135 OUT1 741
✓	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 OUT351
✓	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 OUT177
✓	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 OUT85
×	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 478 OUT448
✓	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 OUT159
✓	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 OUT135
✓	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 OUT87
✓	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 OUT35
✓	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 OUT215
✓	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 OUT49
Tool Calling - Irrelevance: Electromagnetism, Thermo & Data 10 passed	100.0%	IN34 065 OUT1 200
✓	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 OUT46
✓	NoToolForFlightDurationBFCL/irrelevance_20: flight duration asked; only a currency converter is available.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL	Passed	IN3 402 OUT57
✓	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 OUT142
✓	NoToolForGasAmountGeneratedBFCL/irrelevance_26: amount of gas generated asked; only a gas-PRESSURE calculator is available (wrong quantity).1 AI query 0 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN3 422 OUT220
✓	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 OUT142
✓	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 OUT225
✓	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 OUT8
✓	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 OUT185
✓	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 OUT149
✓	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 OUT26
Tool Calling - Irrelevance: Entertainment, Sports & Knowledge 9 passed	100.0%	IN31 428 OUT1 050
✓	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 OUT90
✓	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 OUT116
✓	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 OUT23
✓	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 OUT269
✓	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 OUT13
✓	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 OUT54
✓	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 OUT308
✓	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 OUT39
✓	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 OUT138
Tool Calling - Irrelevance: Finance & Economics 8 passed	100.0%	IN26 842 OUT1 007
✓	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 OUT45
✓	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 OUT280
✓	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 OUT50
✓	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 OUT308
✓	NoToolForLossProjectionBFCL/irrelevance_73: a loss projection asked; only a revenue-prediction tool is available (revenue != loss).1 AI query 0 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN3 353 OUT127
✓	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 OUT150
✓	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 OUT30
Tool Calling - Irrelevance: Finance Near-Matches 9 passed	100.0%	IN30 939 OUT1 404
✓	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 OUT51
✓	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 OUT86
✓	NoToolForBusinessRateOfReturnBFCL/irrelevance_74: rate of return asked; only a net-profit calculator is available (profit != rate of return).1 AI query 0 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN3 449 OUT216
✓	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 OUT91
✓	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 OUT114
✓	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 OUT472
✓	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 0 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN3 447 OUT84
✓	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 OUT246
✓	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 OUT44
Tool Calling - Irrelevance: Food, Time & Distance 4 passed1 skipped	100.0%	IN10 840 OUT304
✓	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 OUT73
✓	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 OUT67
✓	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 OUT39
–	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 OUT125
Tool Calling - Irrelevance: Geo, Travel & Sentiment 7 passed1 failed1 skipped	87.5%	IN30 773 OUT1 230
✓	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 OUT109
✓	NoToolForCaseLawyerBFCL/irrelevance_95: the lawyer of a case asked; only a case-outcome retriever is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN3 401 OUT128
✓	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 OUT51
✓	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 OUT29
✓	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 OUT157
–	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 OUT397
✓	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 OUT50
×	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 988 OUT309
Tool Calling - Irrelevance: Legal & Case Lookup 10 passed	100.0%	IN35 527 OUT1 014
✓	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 OUT114
✓	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 OUT61
✓	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 OUT57
✓	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 OUT85
✓	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 OUT140
✓	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 OUT28
✓	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 OUT142
✓	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 OUT86
✓	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 OUT133
✓	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 OUT168
Tool Calling - Irrelevance: Math & Science Distractors 8 passed	100.0%	IN25 252 OUT766
✓	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 OUT143
✓	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 OUT194
✓	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 OUT45
✓	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 OUT75
✓	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 OUT50
✓	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 OUT39
✓	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 OUT67
✓	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 OUT153
Tool Calling - Irrelevance: Math & Statistics 6 passed	100.0%	IN18 082 OUT1 262
✓	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 OUT123
✓	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 OUT326
✓	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 OUT160
✓	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 0 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN3 038 OUT402
✓	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 OUT15
✓	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 OUT236
Tool Calling - Irrelevance: Medical, Social & Personality 6 passed3 skipped	100.0%	IN20 464 OUT1 430
✓	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 OUT71
✓	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 OUT395
✓	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 OUT116
–	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 OUT365
–	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 OUT385
–	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 OUT98
Tool Calling - Irrelevance: Mixed Distractors 8 passed	100.0%	IN26 008 OUT1 156
✓	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 OUT119
✓	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 OUT51
✓	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 OUT185
✓	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 OUT185
✓	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 OUT286
✓	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 OUT82
✓	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 OUT224
✓	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 OUT24
Tool Calling - Irrelevance: Motion, Electricity & Misc 10 passed	100.0%	IN35 428 OUT1 813
✓	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 0 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN3 553 OUT447
✓	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 OUT159
✓	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 OUT35
✓	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 OUT45
✓	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 OUT233
✓	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 OUT129
✓	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 OUT399
✓	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 OUT266
✓	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 OUT26
✓	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 OUT74
Tool Calling - Irrelevance: Music Theory & Lookup 8 passed	100.0%	IN25 588 OUT934
✓	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 OUT234
✓	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 OUT53
✓	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 OUT161
✓	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 OUT18
✓	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 OUT292
✓	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 OUT25
✓	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 OUT114
✓	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 OUT37
Tool Calling - Irrelevance: Probability & Legal 4 passed1 failed	80.0%	IN16 848 OUT936
✓	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 OUT94
✓	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 OUT119
✓	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 OUT182
✓	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 0 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN2 813 OUT127
×	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 1 tool callcategory:ToolCallinglevel:Easysource:BFCL Assertion expression evaluated to false: response.ToolCalls.Count == 0 Values: response.ToolCalls.Count = 1	Failed	IN5 638 OUT414
Tool Calling - Irrelevance: Recipes & Cooking 7 passed1 broken1 skipped	87.5%	IN27 658 OUT13 861
✓	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 OUT142
✓	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 OUT41
!	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 Assertion expression evaluated to false: response.Completed Values: response.Completed = false	Broken	IN3 453 OUT13 364
✓	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 OUT43
✓	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 OUT109
✓	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 OUT75
✓	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 OUT72
–	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 7 passed1 failed	87.5%	IN29 901 OUT1 062
✓	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 OUT56
✓	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 OUT51
✓	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 OUT79
✓	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 OUT67
✓	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 OUT126
✓	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 OUT273
✓	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 OUT124
×	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 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL Assertion expression evaluated to false: response.ToolCalls.Count == 0 Values: response.ToolCalls.Count = 1	Failed	IN6 692 OUT286
Tool Calling - Irrelevance: Sports & Games (set 1) 10 passed	100.0%	IN35 708 OUT1 283
✓	NoToolForAssistAverageBFCL/irrelevance_185: assist average asked; only an average-SCORING tool is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN3 572 OUT52
✓	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 OUT119
✓	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 OUT158
✓	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 OUT31
✓	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 OUT65
✓	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 OUT129
✓	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 OUT321
✓	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 OUT68
✓	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 OUT291
✓	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 OUT49
Tool Calling - Irrelevance: Sports & Games (set 2) 8 passed1 failed	88.9%	IN34 793 OUT973
✓	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 OUT176
✓	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 OUT87
✓	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 OUT110
×	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	IN7 050 OUT305
✓	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 0 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN3 468 OUT102
✓	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 OUT48
✓	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 OUT73
✓	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 OUT53
Tool Calling - Irrelevance: Sports Statistics 8 passed1 failed	88.9%	IN35 120 OUT1 148
✓	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 OUT63
✓	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 OUT201
✓	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 OUT451
×	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 050 OUT193
✓	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 OUT69
✓	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 OUT14
✓	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 OUT69
✓	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 OUT56
✓	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 OUT32
Tool Calling - Irrelevance: Time, Weather & Misc 3 passed1 skipped	100.0%	IN7 742 OUT230
✓	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 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN2 584 OUT61
–	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 OUT51
✓	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 OUT118
Tool Calling - Irrelevance: Weather, Environment & Services 10 passed	100.0%	IN36 637 OUT1 808
✓	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 OUT306
✓	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 OUT120
✓	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 OUT272
✓	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 OUT84
✓	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 OUT104
✓	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 OUT82
✓	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 OUT71
✓	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 OUT124
✓	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 OUT460
✓	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 OUT185
Tool Calling - Parallel Calls: Art, Music & Local Services 10 passed1 skipped	100.0%	IN75 740 OUT3 005
–	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 OUT165
✓	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 OUT263
✓	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 810 OUT371
✓	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 OUT224
✓	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 OUT302
✓	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 2 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN7 504 OUT356
✓	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 OUT374
✓	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	IN7 475 OUT363
✓	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 OUT206
✓	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 OUT381
Tool Calling - Parallel Calls: Data, Geo & Life Sciences (set 1) 13 passed	100.0%	IN111 790 OUT5 215
✓	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 OUT351
✓	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 OUT401
✓	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 OUT342
✓	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 791 OUT1 128
✓	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 OUT295
✓	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 OUT530
✓	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 OUT342
✓	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 OUT285
✓	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 OUT323
✓	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 OUT252
✓	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 OUT394
✓	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 OUT287
✓	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 394 OUT285
Tool Calling - Parallel Calls: Data, Geo & Life Sciences (set 2) 14 passed	100.0%	IN125 846 OUT4 702
✓	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 OUT298
✓	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 OUT379
✓	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 OUT328
✓	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 OUT228
✓	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 OUT357
✓	CalculateFactorialOfFourNumbersBFCL/parallel_144: four math_factorial calls — 5, 3, 4, 2.1 AI query 4 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN8 972 OUT237
✓	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 OUT398
✓	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 OUT299
✓	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 2 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN8 876 OUT291
✓	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 OUT234
✓	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 OUT230
✓	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 OUT280
✓	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 OUT892
✓	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 OUT251
Tool Calling - Parallel Calls: Data, Geo & Life Sciences (set 3) 11 passed	100.0%	IN87 979 OUT4 135
✓	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 OUT281
✓	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 OUT373
✓	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 OUT419
✓	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 962 OUT399
✓	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 OUT560
✓	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 OUT497
✓	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 OUT136
✓	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 880 OUT336
✓	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 4 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN8 314 OUT498
✓	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 OUT263
✓	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 OUT373
Tool Calling - Parallel Calls: Finance, Stats & Legal 13 passed	100.0%	IN110 767 OUT3 700
✓	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 OUT240
✓	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 OUT302
✓	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 OUT285
✓	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 OUT287
✓	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 OUT225
✓	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 OUT231
✓	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 OUT460
✓	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 OUT358
✓	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 OUT305
✓	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 OUT305
✓	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 OUT241
✓	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 OUT211
✓	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 OUT250
Tool Calling - Parallel Calls: Legal, History & Environment 12 passed1 failed1 skipped	92.3%	IN113 176 OUT3 824
✓	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 OUT263
✓	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 OUT344
✓	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 OUT294
✓	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	IN8 980 OUT397
×	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 0 tool callscategory:ToolCallinglevel:Hardsource:BFCL Assertion expression evaluated to false: response.ToolCalls.Count == expectedCount Values: response.ToolCalls.Count = 0 expectedCount = 2	Failed	IN4 434 OUT105
–	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 OUT230
✓	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 OUT294
✓	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 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN8 975 OUT143
✓	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 OUT299
✓	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 OUT492
✓	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 OUT137
✓	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 OUT214
✓	TrackChristianityInTwoRegionsBFCL/parallel_34: two religion_history_track calls — Christianity in Egypt and Turkey, 100–1500 A.D.1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN9 058 OUT612
Tool Calling - Parallel Calls: Markets & Environment 13 passed	100.0%	IN114 725 OUT5 027
✓	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 OUT286
✓	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 OUT280
✓	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 OUT317
✓	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 OUT272
✓	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 OUT644
✓	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 OUT394
✓	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	IN8 898 OUT404
✓	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 OUT319
✓	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 OUT642
✓	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 OUT381
✓	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 OUT314
✓	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 OUT318
✓	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 OUT456
Tool Calling - Parallel Calls: Mathematics & Physics (set 1) 13 passed	100.0%	IN104 090 OUT3 706
✓	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 994 OUT244
✓	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 OUT253
✓	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 OUT466
✓	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 907 OUT244
✓	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 OUT450
✓	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	Passed	IN7 888 OUT208
✓	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 OUT229
✓	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 835 OUT188
✓	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 OUT197
✓	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 OUT152
✓	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 OUT326
✓	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 OUT616
✓	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 OUT133
Tool Calling - Parallel Calls: Mathematics & Physics (set 2) 12 passed1 failed	92.3%	IN112 861 OUT5 554
✓	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 OUT358
✓	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 OUT381
✓	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 OUT320
✓	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 519 OUT526
✓	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	IN8 234 OUT431
✓	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 OUT436
✓	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 OUT146
✓	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 OUT700
✓	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 OUT161
×	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 6 tool callscategory:ToolCallinglevel:Hardsource:BFCL Assertion expression evaluated to false: response.ToolCalls.Count == expectedCount Values: response.ToolCalls.Count = 6 expectedCount = 4	Failed	IN13 441 OUT1 445
✓	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 OUT252
✓	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 OUT184
✓	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	IN8 274 OUT214
Tool Calling - Parallel Calls: Mathematics & Physics (set 3) 12 passed	100.0%	IN98 299 OUT3 942
✓	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 023 OUT292
✓	AreaOfTwoTrianglesBFCL/parallel_69: two calculate_triangle_area calls — base/height 10x5 and 8x6.1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN8 083 OUT249
✓	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 OUT368
✓	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 OUT510
✓	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 OUT308
✓	FactorialOfThreeNumbersBFCL/parallel_60: three math_factorial calls — 5, 7, 9.1 AI query 3 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN8 085 OUT180
✓	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 OUT426
✓	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 OUT159
✓	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 OUT530
✓	PrimeFactorsOfThreeNumbersBFCL/parallel_75: three number_analysis_prime_factors calls — 45, 100, 150.1 AI query 3 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN8 091 OUT250
✓	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 OUT488
✓	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	IN8 096 OUT182
Tool Calling - Parallel Calls: Mixed Domains 9 passed1 failed	90.0%	IN73 533 OUT2 472
✓	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 OUT204
✓	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 OUT221
✓	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 OUT323
✓	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 OUT306
×	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 Assertion expression evaluated to false: match0 == 1 Values: match0 = 0	Failed	IN7 557 OUT335
✓	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	Passed	IN7 293 OUT256
✓	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	IN7 421 OUT248
✓	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	Passed	IN7 305 OUT219
✓	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 OUT155
Tool Calling - Parallel Calls: Physical & Life Sciences (set 1) 12 passed	100.0%	IN102 045 OUT4 019
✓	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 OUT231
✓	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 551 OUT393
✓	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 OUT331
✓	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 OUT405
✓	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 OUT157
✓	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 OUT419
✓	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 OUT296
✓	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 OUT444
✓	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 OUT382
✓	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 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN8 518 OUT320
✓	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 OUT293
✓	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 OUT348
Tool Calling - Parallel Calls: Physical & Life Sciences (set 2) 12 passed1 failed	92.3%	IN116 724 OUT5 780
✓	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 523 OUT300
✓	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 OUT273
✓	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	Passed	IN8 412 OUT596
✓	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 OUT254
✓	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 OUT552
✓	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 646 OUT410
✓	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 OUT258
✓	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 OUT401
✓	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	Passed	IN8 721 OUT524
✓	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 OUT280
✓	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 OUT628
✓	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 OUT435
×	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 6 tool callscategory:ToolCallinglevel:Mediumsource:BFCL Assertion expression evaluated to false: response.ToolCalls.Count == expectedCount Values: response.ToolCalls.Count = 6 expectedCount = 3	Failed	IN13 479 OUT869
Tool Calling - Parallel Calls: Physical & Life Sciences (set 3) 13 passed	100.0%	IN113 582 OUT5 264
✓	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 OUT702
✓	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 OUT473
✓	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 OUT403
✓	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 OUT231
✓	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 OUT353
✓	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	Passed	IN8 814 OUT435
✓	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 OUT412
✓	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 OUT717
✓	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 OUT365
✓	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	IN8 604 OUT297
✓	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 OUT226
✓	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 OUT281
✓	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 OUT369
Tool Calling - Parallel Calls: Services & Lookups 12 passed	100.0%	IN98 470 OUT3 649
✓	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	IN8 372 OUT475
✓	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 OUT237
✓	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 OUT307
✓	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 OUT280
✓	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	Passed	IN8 265 OUT330
✓	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 OUT360
✓	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 OUT304
✓	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 180 OUT278
✓	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 OUT279
✓	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 OUT236
✓	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 OUT225
✓	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 407 OUT338
Tool Calling - Parallel Calls: Statistics & Finance 13 passed	100.0%	IN117 665 OUT5 138
✓	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 OUT389
✓	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 OUT449
✓	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 OUT426
✓	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 3 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN9 146 OUT471
✓	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 OUT435
✓	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 OUT327
✓	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 OUT445
✓	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 OUT314
✓	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 944 OUT301
✓	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 OUT506
✓	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 OUT310
✓	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 OUT284
✓	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 OUT481
Tool Calling - Simple: Arts, Venues & Music (set 1) 8 passed	100.0%	IN50 817 OUT1 530
✓	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 OUT110
✓	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 OUT155
✓	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 OUT196
✓	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 OUT152
✓	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 OUT113
✓	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 OUT185
✓	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 OUT477
✓	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 OUT142
Tool Calling - Simple: Arts, Venues & Music (set 2) 8 passed	100.0%	IN50 567 OUT1 685
✓	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 OUT109
✓	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 OUT242
✓	SimpleFindConcertRockChicagoBFCL/simple_python_285 (find_concert): location=Chicago, price=100, genre=Rock.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN6 311 OUT191
✓	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 OUT193
✓	SimpleMusicalScaleCsharpBFCL/simple_python_299 (musical_scale): key='C#'/'C sharp', scale_type=major or omitted.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN6 290 OUT139
✓	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 409 OUT259
✓	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 OUT423
✓	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 OUT129
Tool Calling - Simple: Arts, Venues & Music (set 3) 9 passed	100.0%	IN60 244 OUT1 232
✓	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 OUT119
✓	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 OUT240
✓	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 OUT159
✓	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 OUT107
✓	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 OUT105
✓	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 OUT100
✓	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 OUT137
✓	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 OUT91
✓	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 OUT174

Tool Calling - Irrelevance: Architecture & Artwork 9 passed

100.0%

IN31 151 OUT2 091

✓

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 OUT64

✓

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 0 tool callscategory:ToolCallinglevel:Easysource:BFCL

Passed

IN3 458 OUT476

✓

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 OUT444

✓

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 OUT90

✓

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 OUT47

✓

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 OUT222

✓

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 OUT419

✓

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 OUT43

✓

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 OUT286

Tool Calling - Irrelevance: Buildings, Sculpture & Music 7 passed1 skipped

100.0%

IN23 003 OUT817

–

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 OUT161

✓

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 OUT14

✓

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 OUT231

✓

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 OUT32

✓

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 OUT98

✓

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 OUT216

✓

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 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN3 293 OUT65

Tool Calling - Irrelevance: Cell Biology & Genetics 7 passed1 broken2 skipped

87.5%

IN30 331 OUT7 243

✓

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 OUT49

✓

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 OUT123

✓

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 OUT342

✓

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 OUT253

–

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 OUT268

✓

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 OUT261

✓

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 OUT220

!

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

Assertion expression evaluated to false: response.Completed Values: response.Completed = false

Broken

IN3 788 OUT5 727

–

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 11 passed

100.0%

IN40 858 OUT1 152

✓

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 OUT91

✓

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 OUT48

✓

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 OUT261

✓

NoToolForHexColorMixBFCL/irrelevance_146: mixing two hex colors asked; only a prophet-details lookup is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL

Passed

IN3 724 OUT264

✓

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 OUT63

✓

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 OUT150

✓

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 OUT27

✓

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 OUT65

✓

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 OUT42

✓

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 OUT13

✓

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 OUT128

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

75.0%

IN32 563 OUT2 287

×

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 534 OUT302

✓

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 OUT246

✓

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 OUT134

✓

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 OUT100

×

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 562 OUT419

✓

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 OUT553

✓

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 OUT482

✓

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 OUT51

Tool Calling - Irrelevance: Dates & Elements 9 passed1 failed

90.0%

IN40 135 OUT1 741

✓

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 OUT351

✓

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 OUT177

✓

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 OUT85

×

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 478 OUT448

✓

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 OUT159

✓

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 OUT135

✓

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 OUT87

✓

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 OUT35

✓

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 OUT215

✓

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 OUT49

Tool Calling - Irrelevance: Electromagnetism, Thermo & Data 10 passed

100.0%

IN34 065 OUT1 200

✓

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 OUT46

✓

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

Passed

IN3 402 OUT57

✓

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 OUT142

✓

NoToolForGasAmountGeneratedBFCL/irrelevance_26: amount of gas generated asked; only a gas-PRESSURE calculator is available (wrong quantity).1 AI query 0 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN3 422 OUT220

✓

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 OUT142

✓

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 OUT225

✓

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 OUT8

✓

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 OUT185

✓

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 OUT149

✓

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 OUT26

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

100.0%

IN31 428 OUT1 050

✓

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 OUT90

✓

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 OUT116

✓

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 OUT23

✓

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 OUT269

✓

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 OUT13

✓

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 OUT54

✓

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 OUT308

✓

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 OUT39

✓

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 OUT138

Tool Calling - Irrelevance: Finance & Economics 8 passed

100.0%

IN26 842 OUT1 007

✓

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 OUT45

✓

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 OUT280

✓

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 OUT50

✓

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 OUT308

✓

NoToolForLossProjectionBFCL/irrelevance_73: a loss projection asked; only a revenue-prediction tool is available (revenue != loss).1 AI query 0 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN3 353 OUT127

✓

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 OUT150

✓

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 OUT30

Tool Calling - Irrelevance: Finance Near-Matches 9 passed

100.0%

IN30 939 OUT1 404

✓

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 OUT51

✓

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 OUT86

✓

NoToolForBusinessRateOfReturnBFCL/irrelevance_74: rate of return asked; only a net-profit calculator is available (profit != rate of return).1 AI query 0 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN3 449 OUT216

✓

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 OUT91

✓

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 OUT114

✓

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 OUT472

✓

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 0 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN3 447 OUT84

✓

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 OUT246

✓

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 OUT44

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

100.0%

IN10 840 OUT304

✓

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 OUT73

✓

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 OUT67

✓

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 OUT39

–

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 OUT125

Tool Calling - Irrelevance: Geo, Travel & Sentiment 7 passed1 failed1 skipped

87.5%

IN30 773 OUT1 230

✓

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 OUT109

✓

NoToolForCaseLawyerBFCL/irrelevance_95: the lawyer of a case asked; only a case-outcome retriever is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN3 401 OUT128

✓

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 OUT51

✓

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 OUT29

✓

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 OUT157

–

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 OUT397

✓

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 OUT50

×

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 988 OUT309

Tool Calling - Irrelevance: Legal & Case Lookup 10 passed

100.0%

IN35 527 OUT1 014

✓

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 OUT114

✓

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 OUT61

✓

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 OUT57

✓

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 OUT85

✓

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 OUT140

✓

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 OUT28

✓

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 OUT142

✓

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 OUT86

✓

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 OUT133

✓

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 OUT168

Tool Calling - Irrelevance: Math & Science Distractors 8 passed

100.0%

IN25 252 OUT766

✓

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 OUT143

✓

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 OUT194

✓

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 OUT45

✓

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 OUT75

✓

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 OUT50

✓

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 OUT39

✓

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 OUT67

✓

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 OUT153

Tool Calling - Irrelevance: Math & Statistics 6 passed

100.0%

IN18 082 OUT1 262

✓

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 OUT123

✓

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 OUT326

✓

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 OUT160

✓

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 0 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN3 038 OUT402

✓

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 OUT15

✓

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 OUT236

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

100.0%

IN20 464 OUT1 430

✓

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 OUT71

✓

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 OUT395

✓

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 OUT116

–

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 OUT365

–

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 OUT385

–

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 OUT98

Tool Calling - Irrelevance: Mixed Distractors 8 passed

100.0%

IN26 008 OUT1 156

✓

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 OUT119

✓

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 OUT51

✓

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 OUT185

✓

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 OUT185

✓

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 OUT286

✓

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 OUT82

✓

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 OUT224

✓

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 OUT24

Tool Calling - Irrelevance: Motion, Electricity & Misc 10 passed

100.0%

IN35 428 OUT1 813

✓

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 0 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN3 553 OUT447

✓

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 OUT159

✓

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 OUT35

✓

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 OUT45

✓

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 OUT233

✓

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 OUT129

✓

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 OUT399

✓

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 OUT266

✓

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 OUT26

✓

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 OUT74

Tool Calling - Irrelevance: Music Theory & Lookup 8 passed

100.0%

IN25 588 OUT934

✓

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 OUT234

✓

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 OUT53

✓

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 OUT161

✓

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 OUT18

✓

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 OUT292

✓

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 OUT25

✓

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 OUT114

✓

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 OUT37

Tool Calling - Irrelevance: Probability & Legal 4 passed1 failed

80.0%

IN16 848 OUT936

✓

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 OUT94

✓

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 OUT119

✓

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 OUT182

✓

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 0 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN2 813 OUT127

×

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 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

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

Failed

IN5 638 OUT414

Tool Calling - Irrelevance: Recipes & Cooking 7 passed1 broken1 skipped

87.5%

IN27 658 OUT13 861

✓

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 OUT142

✓

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 OUT41

!

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

Assertion expression evaluated to false: response.Completed Values: response.Completed = false

Broken

IN3 453 OUT13 364

✓

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 OUT43

✓

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 OUT109

✓

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 OUT75

✓

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 OUT72

–

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 7 passed1 failed

87.5%

IN29 901 OUT1 062

✓

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 OUT56

✓

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 OUT51

✓

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 OUT79

✓

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 OUT67

✓

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 OUT126

✓

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 OUT273

✓

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 OUT124

×

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 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

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

Failed

IN6 692 OUT286

Tool Calling - Irrelevance: Sports & Games (set 1) 10 passed

100.0%

IN35 708 OUT1 283

✓

NoToolForAssistAverageBFCL/irrelevance_185: assist average asked; only an average-SCORING tool is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN3 572 OUT52

✓

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 OUT119

✓

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 OUT158

✓

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 OUT31

✓

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 OUT65

✓

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 OUT129

✓

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 OUT321

✓

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 OUT68

✓

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 OUT291

✓

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 OUT49

Tool Calling - Irrelevance: Sports & Games (set 2) 8 passed1 failed

88.9%

IN34 793 OUT973

✓

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 OUT176

✓

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 OUT87

✓

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 OUT110

×

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

IN7 050 OUT305

✓

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 0 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN3 468 OUT102

✓

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 OUT48

✓

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 OUT73

✓

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 OUT53

Tool Calling - Irrelevance: Sports Statistics 8 passed1 failed

88.9%

IN35 120 OUT1 148

✓

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 OUT63

✓

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 OUT201

✓

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 OUT451

×

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 050 OUT193

✓

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 OUT69

✓

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 OUT14

✓

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 OUT69

✓

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 OUT56

✓

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 OUT32

Tool Calling - Irrelevance: Time, Weather & Misc 3 passed1 skipped

100.0%

IN7 742 OUT230

✓

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 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN2 584 OUT61

–

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 OUT51

✓

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 OUT118

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

100.0%

IN36 637 OUT1 808

✓

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 OUT306

✓

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 OUT120

✓

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 OUT272

✓

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 OUT84

✓

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 OUT104

✓

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 OUT82

✓

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 OUT71

✓

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 OUT124

✓

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 OUT460

✓

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 OUT185

Tool Calling - Parallel Calls: Art, Music & Local Services 10 passed1 skipped

100.0%

IN75 740 OUT3 005

–

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 OUT165

✓

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 OUT263

✓

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 810 OUT371

✓

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 OUT224

✓

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 OUT302

✓

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 2 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN7 504 OUT356

✓

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 OUT374

✓

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

IN7 475 OUT363

✓

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 OUT206

✓

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 OUT381

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

100.0%

IN111 790 OUT5 215

✓

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 OUT351

✓

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 OUT401

✓

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 OUT342

✓

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 791 OUT1 128

✓

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 OUT295

✓

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 OUT530

✓

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 OUT342

✓

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 OUT285

✓

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 OUT323

✓

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 OUT252

✓

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 OUT394

✓

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 OUT287

✓

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 394 OUT285

Tool Calling - Parallel Calls: Data, Geo & Life Sciences (set 2) 14 passed

100.0%

IN125 846 OUT4 702

✓

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 OUT298

✓

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 OUT379

✓

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 OUT328

✓

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 OUT228

✓

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 OUT357

✓

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

Passed

IN8 972 OUT237

✓

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 OUT398

✓

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 OUT299

✓

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 2 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN8 876 OUT291

✓

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 OUT234

✓

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 OUT230

✓

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 OUT280

✓

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 OUT892

✓

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 OUT251

Tool Calling - Parallel Calls: Data, Geo & Life Sciences (set 3) 11 passed

100.0%

IN87 979 OUT4 135

✓

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 OUT281

✓

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 OUT373

✓

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 OUT419

✓

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 962 OUT399

✓

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 OUT560

✓

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 OUT497

✓

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 OUT136

✓

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 880 OUT336

✓

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 4 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN8 314 OUT498

✓

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 OUT263

✓

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 OUT373

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

100.0%

IN110 767 OUT3 700

✓

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 OUT240

✓

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 OUT302

✓

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 OUT285

✓

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 OUT287

✓

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 OUT225

✓

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 OUT231

✓

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 OUT460

✓

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 OUT358

✓

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 OUT305

✓

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 OUT305

✓

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 OUT241

✓

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 OUT211

✓

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 OUT250

Tool Calling - Parallel Calls: Legal, History & Environment 12 passed1 failed1 skipped

92.3%

IN113 176 OUT3 824

✓

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 OUT263

✓

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 OUT344

✓

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 OUT294

✓

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

IN8 980 OUT397

×

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 0 tool callscategory:ToolCallinglevel:Hardsource:BFCL

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

Failed

IN4 434 OUT105

–

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 OUT230

✓

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 OUT294

✓

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 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN8 975 OUT143

✓

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 OUT299

✓

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 OUT492

✓

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 OUT137

✓

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 OUT214

✓

TrackChristianityInTwoRegionsBFCL/parallel_34: two religion_history_track calls — Christianity in Egypt and Turkey, 100–1500 A.D.1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN9 058 OUT612

Tool Calling - Parallel Calls: Markets & Environment 13 passed

100.0%

IN114 725 OUT5 027

✓

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 OUT286

✓

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 OUT280

✓

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 OUT317

✓

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 OUT272

✓

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 OUT644

✓

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 OUT394

✓

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

IN8 898 OUT404

✓

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 OUT319

✓

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 OUT642

✓

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 OUT381

✓

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 OUT314

✓

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 OUT318

✓

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 OUT456

Tool Calling - Parallel Calls: Mathematics & Physics (set 1) 13 passed

100.0%

IN104 090 OUT3 706

✓

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 994 OUT244

✓

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 OUT253

✓

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 OUT466

✓

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 907 OUT244

✓

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 OUT450

✓

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

Passed

IN7 888 OUT208

✓

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 OUT229

✓

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 835 OUT188

✓

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 OUT197

✓

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 OUT152

✓

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 OUT326

✓

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 OUT616

✓

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 OUT133

Tool Calling - Parallel Calls: Mathematics & Physics (set 2) 12 passed1 failed

92.3%

IN112 861 OUT5 554

✓

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 OUT358

✓

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 OUT381

✓

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 OUT320

✓

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 519 OUT526

✓

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

IN8 234 OUT431

✓

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 OUT436

✓

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 OUT146

✓

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 OUT700

✓

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 OUT161

×

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 6 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Assertion expression evaluated to false: response.ToolCalls.Count == expectedCount Values: response.ToolCalls.Count = 6 expectedCount = 4

Failed

IN13 441 OUT1 445

✓

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 OUT252

✓

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 OUT184

✓

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

IN8 274 OUT214

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

100.0%

IN98 299 OUT3 942

✓

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 023 OUT292

✓

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

Passed

IN8 083 OUT249

✓

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 OUT368

✓

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 OUT510

✓

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 OUT308

✓

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

Passed

IN8 085 OUT180

✓

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 OUT426

✓

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 OUT159

✓

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 OUT530

✓

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

Passed

IN8 091 OUT250

✓

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 OUT488

✓

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

IN8 096 OUT182

Tool Calling - Parallel Calls: Mixed Domains 9 passed1 failed

90.0%

IN73 533 OUT2 472

✓

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 OUT204

✓

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 OUT221

✓

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 OUT323

✓

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 OUT306

×

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

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

Failed

IN7 557 OUT335

✓

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

Passed

IN7 293 OUT256

✓

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

IN7 421 OUT248

✓

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

Passed

IN7 305 OUT219

✓

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 OUT155

Tool Calling - Parallel Calls: Physical & Life Sciences (set 1) 12 passed

100.0%

IN102 045 OUT4 019

✓

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 OUT231

✓

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 551 OUT393

✓

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 OUT331

✓

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 OUT405

✓

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 OUT157

✓

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 OUT419

✓

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 OUT296

✓

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 OUT444

✓

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 OUT382

✓

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 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN8 518 OUT320

✓

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 OUT293

✓

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 OUT348

Tool Calling - Parallel Calls: Physical & Life Sciences (set 2) 12 passed1 failed

92.3%

IN116 724 OUT5 780

✓

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 523 OUT300

✓

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 OUT273

✓

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

Passed

IN8 412 OUT596

✓

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 OUT254

✓

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 OUT552

✓

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 646 OUT410

✓

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 OUT258

✓

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 OUT401

✓

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

Passed

IN8 721 OUT524

✓

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 OUT280

✓

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 OUT628

✓

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 OUT435

×

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 6 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Assertion expression evaluated to false: response.ToolCalls.Count == expectedCount Values: response.ToolCalls.Count = 6 expectedCount = 3

Failed

IN13 479 OUT869

Tool Calling - Parallel Calls: Physical & Life Sciences (set 3) 13 passed

100.0%

IN113 582 OUT5 264

✓

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 OUT702

✓

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 OUT473

✓

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 OUT403

✓

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 OUT231

✓

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 OUT353

✓

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

Passed

IN8 814 OUT435

✓

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 OUT412

✓

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 OUT717

✓

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 OUT365

✓

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

IN8 604 OUT297

✓

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 OUT226

✓

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 OUT281

✓

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 OUT369

Tool Calling - Parallel Calls: Services & Lookups 12 passed

100.0%

IN98 470 OUT3 649

✓

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

IN8 372 OUT475

✓

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 OUT237

✓

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 OUT307

✓

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 OUT280

✓

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

Passed

IN8 265 OUT330

✓

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 OUT360

✓

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 OUT304

✓

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 180 OUT278

✓

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 OUT279

✓

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 OUT236

✓

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 OUT225

✓

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 407 OUT338

Tool Calling - Parallel Calls: Statistics & Finance 13 passed

100.0%

IN117 665 OUT5 138

✓

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 OUT389

✓

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 OUT449

✓

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 OUT426

✓

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 3 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN9 146 OUT471

✓

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 OUT435

✓

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 OUT327

✓

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 OUT445

✓

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 OUT314

✓

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 944 OUT301

✓

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 OUT506

✓

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 OUT310

✓

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 OUT284

✓

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 OUT481

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

100.0%

IN50 817 OUT1 530

✓

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 OUT110

✓

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 OUT155

✓

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 OUT196

✓

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 OUT152

✓

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 OUT113

✓

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 OUT185

✓

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 OUT477

✓

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 OUT142

Tool Calling - Simple: Arts, Venues & Music (set 2) 8 passed

100.0%

IN50 567 OUT1 685

✓

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 OUT109

✓

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 OUT242

✓

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

Passed

IN6 311 OUT191

✓

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 OUT193

✓

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

Passed

IN6 290 OUT139

✓

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 409 OUT259

✓

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 OUT423

✓

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 OUT129

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

100.0%

IN60 244 OUT1 232

✓

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 OUT119

✓

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 OUT240

✓

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 OUT159

✓

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 OUT107

✓

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 OUT105

✓

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 OUT100

✓

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 OUT137

✓

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 OUT91

✓

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 OUT174

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

100.0%

IN56 958 OUT1 653

✓

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 OUT112

✓

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

Passed

IN6 315 OUT197

✓

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 OUT96

✓

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 OUT252

✓

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

Passed

IN6 321 OUT102

✓

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 OUT100

✓

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 OUT114

✓

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 362 OUT289

✓

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

Passed

IN6 329 OUT391

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

100.0%

IN57 686 OUT1 437

✓

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

Passed

IN6 388 OUT142

✓

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

Passed

IN6 416 OUT87

✓

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 420 OUT154

✓

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 OUT111

✓

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 404 OUT424

✓

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 OUT205

✓

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 OUT106

✓

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 OUT95

✓

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 OUT113

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

100.0%

IN41 912 OUT881

✓

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 OUT120

✓

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 OUT102

✓

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 986 OUT119

✓

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 OUT118

✓

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 OUT194

✓

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 OUT131

Tool Calling - Simple: Food, Travel & Shopping (set 1) 8 passed

100.0%

IN51 800 OUT1 394

✓

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

Passed

IN6 470 OUT115

✓

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

Passed

IN6 470 OUT119

✓

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

Passed

IN6 467 OUT113

✓

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 533 OUT141

✓

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 OUT128

✓

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 OUT414

✓

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 OUT276

✓

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 OUT88

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

88.9%

IN63 459 OUT1 538

✓

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 OUT272

✓

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

Passed

IN7 053 OUT173

✓

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 OUT229

✓

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 OUT114

✓

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 OUT154

✓

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 039 OUT97

✓

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

Passed

IN7 044 OUT89

×

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 060 OUT108

✓

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 OUT302

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

100.0%

IN51 987 OUT867

✓

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 OUT138

✓

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 488 OUT87

✓

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

Passed

IN6 487 OUT91

✓

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 OUT83

✓

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 493 OUT111

✓

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 OUT181

✓

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

Passed

IN6 491 OUT96

✓

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

Passed

IN6 493 OUT80

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

100.0%

IN42 018 OUT1 198

✓

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

Passed

IN6 004 OUT95

✓

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

Passed

IN6 010 OUT111

✓

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

Passed

IN5 999 OUT95

✓

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 991 OUT317

✓

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

Passed

IN6 006 OUT151

✓

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

Passed

IN6 002 OUT164

✓

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 OUT265

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

100.0%

IN35 470 OUT1 086

✓

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 OUT109

✓

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 961 OUT151

✓

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 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN5 888 OUT401

✓

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 OUT179

✓

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 OUT161

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

100.0%

IN27 831 OUT980

✓

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

Passed

IN5 558 OUT80

✓

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 OUT194

✓

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 OUT92

✓

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

Passed

IN5 565 OUT184

✓

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 559 OUT430

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

100.0%

IN20 861 OUT491

✓

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 OUT148

✓

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

Passed

IN5 197 OUT123

✓

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 OUT103

✓

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 197 OUT117

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

100.0%

IN14 610 OUT402

✓

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

Passed

IN4 852 OUT164

✓

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 OUT95

✓

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 OUT143

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

100.0%

IN69 330 OUT1 811

✓

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

Passed

IN6 927 OUT214

✓

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

Passed

IN6 918 OUT125

✓

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 OUT372

✓

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 OUT100

✓

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 OUT108

✓

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 OUT431

✓

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 OUT119

✓

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 938 OUT174

✓

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 933 OUT89

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

90.0%

IN68 984 OUT1 609

✓

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 OUT328

×

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 OUT343

✓

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 919 OUT88

✓

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 OUT137

✓

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

Passed

IN6 890 OUT128

✓

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 OUT83

✓

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 OUT206

✓

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 OUT125

✓

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 OUT101

✓

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 887 OUT70

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

100.0%

IN72 377 OUT1 373

✓

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 OUT185

✓

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 OUT129

✓

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 OUT95

✓

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 OUT291

✓

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 OUT92

✓

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 OUT69

✓

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 OUT108

✓

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 OUT101

✓

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 OUT225

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

100.0%

IN71 845 OUT1 548

✓

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 OUT105

✓

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 OUT120

✓

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 OUT190

✓

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 OUT102

✓

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 OUT168

✓

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 OUT290

✓

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 182 OUT214

✓

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 OUT157

✓

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 OUT90

✓

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

Passed

IN7 182 OUT112

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

100.0%

IN73 110 OUT2 118

✓

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 316 OUT408

✓

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 OUT746

✓

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 OUT144

✓

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 OUT113

✓

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 318 OUT100

✓

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 OUT148

✓

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 299 OUT128

✓

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 OUT145

✓

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 OUT109

Tool Calling - Simple: Law, Finance & Records (set 1) 10 passed

100.0%

IN73 051 OUT1 409

✓

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 OUT99

✓

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 OUT97

✓

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 OUT424

✓

SimpleCrimeRateByCityBFCL/simple_python_164 (get_crime_rate): city San Francisco, state California/CA, type violent/omitted, year 2020.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 301 OUT110

✓

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 OUT123

✓

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 OUT102

✓

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 OUT106

✓

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 OUT111

✓

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 OUT118

✓

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 OUT119

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

90.0%

IN70 859 OUT1 269

✓

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 OUT74

✓

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 OUT100

×

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 OUT160

✓

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 OUT97

✓

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 OUT101

✓

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 OUT132

✓

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

Passed

IN7 063 OUT93

✓

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 OUT232

✓

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 OUT117

✓

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 OUT163

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

100.0%

IN71 835 OUT2 710

✓

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 OUT285

✓

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 OUT801

✓

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 OUT365

✓

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 OUT75

✓

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 OUT128

✓

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 OUT236

✓

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 OUT100

✓

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 OUT356

✓

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 OUT78

✓

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 OUT286

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

100.0%

IN73 594 OUT1 698

✓

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 OUT279

✓

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 OUT124

✓

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 OUT110

✓

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 OUT159

✓

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 OUT82

✓

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 OUT99

✓

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 OUT207

✓

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 435 OUT172

✓

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 OUT125

✓

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 OUT341

Tool Calling - Simple: Law, Finance & Records (set 5) 9 passed1 failed

90.0%

IN72 286 OUT1 859

✓

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 OUT189

✓

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 OUT113

✓

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 OUT113

✓

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 OUT116

✓

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 OUT262

✓

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 192 OUT85

×

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

Assertion expression evaluated to false: (args.case_id?.ToLower()).AnyOf(["r vs adams"])

Failed

IN7 335 OUT238

✓

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 OUT353

✓

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 OUT297

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

100.0%

IN4 013 OUT91

✓

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 013 OUT91

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

100.0%

IN3 980 OUT91

✓

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 980 OUT91

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 373 OUT441

✓

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 373 OUT441

Tool Calling - Simple: Live Assistants, Weather & Devices (set 1) 2 passed1 failed

66.7%

IN14 749 OUT364

✓

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 OUT90

×

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 OUT105

✓

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

Passed

IN4 903 OUT169

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

100.0%

IN13 964 OUT297

✓

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

Passed

IN4 630 OUT88

✓

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 664 OUT94

✓

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 OUT115

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

100.0%

IN15 112 OUT351

✓

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

Passed

IN5 009 OUT78

✓

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 OUT200

✓

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 OUT73

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

100.0%

IN15 227 OUT335

✓

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 OUT77

✓

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 OUT179

✓

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 OUT79

Tool Calling - Simple: Live Assistants, Weather & Devices (set 13) 2 passed

100.0%

IN9 613 OUT300

✓

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 OUT140

✓

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

Passed

IN4 771 OUT160

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

100.0%

IN9 608 OUT204

✓

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 OUT124

✓

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 OUT80

Tool Calling - Simple: Live Assistants, Weather & Devices (set 15) 2 passed

100.0%

IN8 722 OUT180

✓

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 OUT93

✓

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

Passed

IN4 353 OUT87

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

100.0%

IN14 609 OUT430

✓

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 OUT230

✓

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 OUT125

✓

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 OUT75

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

66.7%

IN16 442 OUT557

✓

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 OUT162

✓

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 2 tool callscategory:ToolCallinglevel:Hardsource:BFCL

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

Failed

IN7 252 OUT332

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

100.0%

IN14 703 OUT325

✓

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 OUT88

✓

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 OUT78

✓

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 OUT159

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

100.0%

IN14 732 OUT426

✓

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 921 OUT130

✓

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 OUT135

✓

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 OUT161

Tool Calling - Simple: Live Assistants, Weather & Devices (set 4) 3 passed

100.0%

IN14 600 OUT594

✓

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 OUT149

✓

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 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN4 872 OUT93

✓

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 851 OUT352

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

100.0%

IN15 204 OUT329

✓

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 OUT74

✓

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 OUT176

✓

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 OUT79

Tool Calling - Simple: Live Assistants, Weather & Devices (set 6) 3 passed

100.0%

IN15 251 OUT453

✓

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

Passed

IN5 109 OUT116

✓

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 OUT182

✓

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 OUT155

Tool Calling - Simple: Live Assistants, Weather & Devices (set 7) 3 passed

100.0%

IN15 256 OUT581

✓

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 148 OUT213

✓

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 OUT169

✓

SimpleWeatherYosemiteMariposaBFCL/live_simple_10-3-6 (get_current_weather): location='Mariposa, CA', unit=celsius.1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN5 037 OUT199

Tool Calling - Simple: Live Assistants, Weather & Devices (set 8) 3 passed

100.0%

IN15 090 OUT460

✓

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

Passed

IN5 112 OUT166

✓

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 OUT107

✓

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 OUT187

Tool Calling - Simple: Live Assistants, Weather & Devices (set 9) 3 passed

100.0%

IN14 062 OUT386

✓

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 OUT75

✓

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 OUT154

✓

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 OUT157

Tool Calling - Simple: Live Media, Weather & Data (set 2) 9 passed1 failed

90.0%

IN76 120 OUT1 508

✓

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 700 OUT242

✓

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 OUT164

✓

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 OUT244

✓

SimplePlayArtistKaarijaTracksBFCL/live_simple_93-54-0 (play_artist): artist_name='Käärijä'.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN7 570 OUT68

✓

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 OUT203

✓

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 OUT147

✓

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 OUT84

✓

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 OUT76

×

SimpleTodoDeleteTodoRandomBFCL/live_simple_54-25-0 (todo): type='delete', content='todo random'.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Assertion expression evaluated to false: (args.content?.ToLower()).AnyOf(["todo random"])

Failed

IN7 581 OUT79

✓

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 OUT201

Tool Calling - Simple: Live Media, Weather & Data (set 3) 10 passed

100.0%

IN71 652 OUT1 165

✓

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 179 OUT226

✓

SimpleFetchPersonId4BFCL/live_simple_91-52-0 (fetchPerson): id=4.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN7 141 OUT161

✓

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

Passed

IN7 209 OUT108

✓

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 OUT83

✓

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 OUT110

✓

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 OUT99

✓

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 OUT77

✓

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 OUT70

✓

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 OUT151

Tool Calling - Simple: Live Media, Weather & Data (set 4) 10 passed

100.0%

IN53 342 OUT1 122

✓

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 348 OUT211

✓

SimpleSearchHotelsSanDiegoBFCL/live_simple_79-40-0 (search_hotels): location='San Diego, CA'.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN5 388 OUT139

✓

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 OUT238

✓

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 364 OUT112

✓

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 OUT68

✓

SimpleTodoAddHiCharlieBFCL/live_simple_65-29-5 (todo): type='add', content='Hi charlie'.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN5 295 OUT69

✓

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 OUT75

✓

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 609 OUT252

✓

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 890 OUT110

✓

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 OUT86

✓

SimpleSetVolume20BFCL/live_simple_242-126-0 (set_volume): volume=20.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN4 832 OUT56

Tool Calling - Simple: Live Movies, Music & Booking (set 10) 3 passed

100.0%

IN15 628 OUT525

✓

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 221 OUT107

✓

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 190 OUT297

✓

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 OUT121

Tool Calling - Simple: Live Movies, Music & Booking (set 11) 3 passed

100.0%

IN14 968 OUT349

✓

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 049 OUT200

✓

SimpleRequestsGetBuProductsBFCL/live_simple_229-120-0 (requests.get): anchor='user'.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN4 958 OUT80

✓

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) 3 passed

100.0%

IN14 674 OUT302

✓

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 OUT128

✓

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 OUT62

✓

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

Passed

IN4 908 OUT112

Tool Calling - Simple: Live Movies, Music & Booking (set 13) 3 passed

100.0%

IN15 220 OUT395

✓

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 OUT105

✓

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 OUT125

✓

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 054 OUT165

Tool Calling - Simple: Live Movies, Music & Booking (set 14) 3 passed

100.0%

IN14 848 OUT566

✓

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 OUT132

✓

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 911 OUT76

✓

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 938 OUT358

Tool Calling - Simple: Live Movies, Music & Booking (set 15) 2 passed

100.0%

IN9 308 OUT310

✓

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

Passed

IN4 646 OUT136

✓

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 662 OUT174

Tool Calling - Simple: Live Movies, Music & Booking (set 16) 1 passed1 skipped

100.0%

IN4 602 OUT290

✓

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 OUT290

–

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) 2 passed

100.0%

IN9 274 OUT426

✓

SimpleMoviesTimBurtonDeppBFCL/live_simple_224-117-16 (Movies_3_FindMovies): directed_by='Tim Burton', genre='Offbeat', cast='Johnny Depp'.1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN4 593 OUT314

✓

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 OUT112

Tool Calling - Simple: Live Movies, Music & Booking (set 18) 2 passed

100.0%

IN8 971 OUT190

✓

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 525 OUT134

✓

SimpleSetVolume70BFCL/live_simple_244-126-2 (set_volume): volume=70.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN4 446 OUT56

Tool Calling - Simple: Live Movies, Music & Booking (set 2) 3 passed

100.0%

IN14 645 OUT217

✓

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 OUT88

✓

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 OUT72

Tool Calling - Simple: Live Movies, Music & Booking (set 3) 3 passed

100.0%

IN15 219 OUT505

✓

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 OUT144

✓

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 OUT282

✓

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 OUT79

Tool Calling - Simple: Live Movies, Music & Booking (set 4) 1 passed2 failed

33.3%

IN15 211 OUT284

✓

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 OUT112

×

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

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

Failed

IN5 075 OUT95

×

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

Assertion expression evaluated to false: (args.query?.ToLower()).AnyOf(["track:wrecking ball artist:miley cyrus"])

Failed

IN5 036 OUT77

Tool Calling - Simple: Live Movies, Music & Booking (set 5) 3 passed

100.0%

IN15 152 OUT349

✓

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 041 OUT136

✓

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 OUT134

Tool Calling - Simple: Live Movies, Music & Booking (set 6) 3 passed

100.0%

IN15 163 OUT320

✓

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 OUT136

✓

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 OUT120

Tool Calling - Simple: Live Movies, Music & Booking (set 7) 3 passed

100.0%

IN14 981 OUT479

✓

SimpleMoviesComicNiteshTiwariBFCL/live_simple_214-117-6 (Movies_3_FindMovies): directed_by='Nitesh Tiwari', genre='Comedy' or 'Comedy-drama', cast dontcare.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN5 052 OUT239

✓

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 OUT71

✓

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 OUT169

Tool Calling - Simple: Live Movies, Music & Booking (set 8) 3 passed

100.0%

IN14 930 OUT408

✓

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 992 OUT244

✓

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 OUT66

✓

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 OUT98

Tool Calling - Simple: Live Movies, Music & Booking (set 9) 2 passed1 failed

66.7%

IN15 633 OUT450

×

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

Assertion expression evaluated to false: (args.statement?.ToLower()).AnyOf(["i have had submit a compaint and i like to check its status"])

Failed

IN5 266 OUT171

✓

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 OUT105

✓

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 OUT174

Tool Calling - Simple: Live Services, Weather & Commands (set 1) 4 passed

100.0%

IN19 073 OUT570

✓

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 907 OUT291

✓

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 OUT68

✓

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 OUT110

✓

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 OUT101

Tool Calling - Simple: Live Services, Weather & Commands (set 10) 7 passed2 failed

77.8%

IN41 509 OUT984

✓

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 OUT82

✓

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 OUT89

✓

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 OUT76

✓

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 OUT79

✓

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 567 OUT72

×

SimpleCmdRunPythonScriptBFCL/live_simple_169-99-3 (cmd_controller.execute): run python script with venv interpreter.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Assertion expression evaluated to false: (args.command?.ToLower()).AnyOf(["d:/playground/pc_contoller/env/scripts/python.exe d:/playground/pc_contoller/test.py"])

Failed

IN4 663 OUT117

✓

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 OUT62

✓

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 610 OUT170

×

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 OUT237

Tool Calling - Simple: Live Services, Weather & Commands (set 11) 4 passed

100.0%

IN19 752 OUT658

✓

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 OUT152

✓

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 OUT119

✓

SimpleItemsSuperheroLogosBFCL/live_simple_161-96-0 (get_items): 12 superhero-logo copyright items.1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN5 087 OUT144

✓

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 OUT243

Tool Calling - Simple: Live Services, Weather & Commands (set 12) 2 passed

100.0%

IN9 455 OUT323

✓

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

Passed

IN4 880 OUT134

✓

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 OUT189

Tool Calling - Simple: Live Services, Weather & Commands (set 13) 3 passed

100.0%

IN13 702 OUT410

✓

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 OUT99

✓

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 OUT111

✓

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 OUT200

Tool Calling - Simple: Live Services, Weather & Commands (set 14) 1 passed1 failed

50.0%

IN9 852 OUT379

×

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

Assertion expression evaluated to false: (args.data[0].name).AnyOf(["李雷"]) Values: args.data[0].name = "Li Lei"

Failed

IN4 969 OUT239

✓

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

Passed

IN4 883 OUT140

Tool Calling - Simple: Live Services, Weather & Commands (set 2) 3 passed

100.0%

IN13 122 OUT293

✓

SimpleServiceIdIroningUnitSessionBFCL/live_simple_175-101-0 (get_service_id): ironing -> service_id=2, unit omitted/session. Thai prompt.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN4 357 OUT87

✓

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 OUT97

✓

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 OUT109

Tool Calling - Simple: Live Services, Weather & Commands (set 3) 2 passed1 failed

66.7%

IN13 084 OUT313

✓

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 OUT85

×

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 OUT102

✓

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 OUT126

Tool Calling - Simple: Live Services, Weather & Commands (set 4) 4 passed

100.0%

IN17 419 OUT480

✓

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 OUT85

✓

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 OUT95

✓

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 OUT174

✓

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 OUT126

Tool Calling - Simple: Live Services, Weather & Commands (set 5) 3 passed

100.0%

IN13 221 OUT286

✓

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 OUT81

✓

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 OUT98

✓

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 OUT107

Tool Calling - Simple: Live Services, Weather & Commands (set 6) 3 passed

100.0%

IN13 408 OUT392

✓

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 OUT175

✓

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 OUT109

✓

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 OUT108

Tool Calling - Simple: Live Services, Weather & Commands (set 7) 3 passed

100.0%

IN13 818 OUT531

✓

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

Passed

IN4 589 OUT141

✓

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 653 OUT194

✓

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 OUT196

Tool Calling - Simple: Live Services, Weather & Commands (set 8) 3 passed

100.0%

IN13 832 OUT504

✓

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 OUT223

✓

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

Passed

IN4 595 OUT127

✓

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 OUT154

Tool Calling - Simple: Live Services, Weather & Commands (set 9) 6 passed

100.0%

IN27 868 OUT552

✓

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 OUT99

✓

SimpleCmdListCDriveUnitBFCL/live_simple_156-95-13 (cmd_controller.execute): list C drive -> 'dir C:\'.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN4 642 OUT82

✓

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 OUT72

✓

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 OUT69

✓

SimpleCmdTimeout10BFCL/live_simple_159-95-16 (cmd_controller.execute): timer 10s -> 'timeout 10'.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN4 646 OUT78

✓

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 OUT152

Tool Calling - Simple: Live Shell, Classification & APIs (set 1) 3 passed

100.0%

IN13 924 OUT462

✓

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 636 OUT171

✓

SimpleCmdDockerVersionBFCL/live_simple_141-94-0 (cmd_controller.execute): command='docker --version'.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN4 580 OUT63

✓

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 708 OUT228

Tool Calling - Simple: Live Shell, Classification & APIs (set 10) 4 passed

100.0%

IN19 621 OUT416

✓

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 OUT79

✓

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 OUT152

✓

SimpleReqDataLimit50BFCL/live_simple_135-88-0 (requests.get): data endpoint url, params limit=50.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN4 901 OUT116

✓

SimpleSumNumbersListBFCL/live_simple_116-72-0 (sum_numbers): numbers_list=[133, 34].1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN4 868 OUT69

Tool Calling - Simple: Live Shell, Classification & APIs (set 11) 4 passed

100.0%

IN20 039 OUT711

✓

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 OUT66

✓

SimplePipelineFurnitureImageBFCL/live_simple_123-79-0 (pipeline): analyze thewowstyle image with furniture/minimalist question.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN5 173 OUT370

✓

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 OUT204

✓

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 OUT71

Tool Calling - Simple: Live Shell, Classification & APIs (set 12) 4 passed

100.0%

IN21 328 OUT676

✓

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 277 OUT120

✓

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 OUT198

✓

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 OUT117

✓

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 OUT241

Tool Calling - Simple: Live Shell, Classification & APIs (set 13) 3 passed

100.0%

IN14 726 OUT547

✓

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 OUT69

✓

SimpleDynamicPricingSaaSBFCL/live_simple_113-69-0 (calculate_dynamic_pricing): geolocation='34.0522, -118.2437', base=100, min=90.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN5 046 OUT359

✓

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 OUT119

Tool Calling - Simple: Live Shell, Classification & APIs (set 14) 3 passed

100.0%

IN14 106 OUT313

✓

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 OUT84

✓

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 OUT103

✓

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 OUT126

Tool Calling - Simple: Live Shell, Classification & APIs (set 15) 2 passed1 failed

66.7%

IN14 481 OUT454

✓

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 OUT260

✓

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

Passed

IN4 809 OUT129

×

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 OUT65

Tool Calling - Simple: Live Shell, Classification & APIs (set 2) 2 passed1 failed

66.7%

IN16 206 OUT1 079

✓

SimpleCmdDirDesktopBFCL/live_simple_142-94-1 (cmd_controller.execute): command='dir Desktop'.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN5 045 OUT57

×

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

Assertion expression evaluated to false: args.acc_routing_start.Count == 3 Values: args.acc_routing_start.Count = 1

Failed

IN6 050 OUT894

✓

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 111 OUT128

Tool Calling - Simple: Live Shell, Classification & APIs (set 3) 4 passed

100.0%

IN21 452 OUT762

✓

SimpleCmdDockerPsBFCL/live_simple_143-95-0 (cmd_controller.execute): command='docker ps'.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN5 221 OUT139

✓

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 621 OUT323

✓

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 OUT144

✓

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 OUT156

Tool Calling - Simple: Live Shell, Classification & APIs (set 4) 3 passed1 failed

75.0%

IN21 277 OUT1 096

✓

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 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

Assertion expression evaluated to false: args.money_movement_start.Count == 1 Values: args.money_movement_start.Count = 0

Failed

IN5 956 OUT854

✓

SimpleReverseSayHiBFCL/live_simple_117-73-0 (reverse_input): input_value='say hi'.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN5 073 OUT60

✓

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 OUT116

Tool Calling - Simple: Live Shell, Classification & APIs (set 5) 4 passed

100.0%

IN21 014 OUT958

✓

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 OUT126

✓

SimplePrimeMinistersThreeBFCL/live_simple_119-75-0 (GetPrimeMinisters): countries=[Australia, Canada, India].1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN5 143 OUT240

✓

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 487 OUT398

✓

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 OUT194

Tool Calling - Simple: Live Shell, Classification & APIs (set 6) 4 passed

100.0%

IN21 566 OUT775

✓

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 312 OUT101

✓

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 OUT252

✓

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 295 OUT134

✓

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 OUT288

Tool Calling - Simple: Live Shell, Classification & APIs (set 7) 3 passed

100.0%

IN14 921 OUT515

✓

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 OUT71

✓

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 176 OUT271

✓

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 OUT173

Tool Calling - Simple: Live Shell, Classification & APIs (set 8) 2 passed1 failed

66.7%

IN14 897 OUT565

×

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.command.ToLower().AnyOf(["dir c:\\", "dir c:\\\\"])

Failed

IN4 914 OUT176

✓

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

IN5 017 OUT235

✓

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 OUT154

Tool Calling - Simple: Live Shell, Classification & APIs (set 9) 3 passed

100.0%

IN13 883 OUT282

✓

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 OUT57

✓

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 OUT151

Tool Calling - Simple: Math, Physics & Geometry (set 1) 12 passed

100.0%

IN88 661 OUT1 752

✓

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 396 OUT131

✓

SimpleCircleCircumferenceInchesBFCL/simple_python_7 (calculate_circumference): radius=4, unit inches/in.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN7 380 OUT146

✓

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 OUT240

✓

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 OUT163

✓

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 415 OUT190

✓

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 OUT118

✓

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 OUT125

✓

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 OUT88

✓

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 OUT285

✓

SimpleMathGcd40And50BFCL/simple_python_19 (math.gcd): num1=40, num2=50.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN7 383 OUT74

✓

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 OUT99

Tool Calling - Simple: Math, Physics & Geometry (set 2) 12 passed

100.0%

IN88 354 OUT1 422

✓

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 OUT115

✓

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 OUT132

✓

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 OUT104

✓

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 OUT160

✓

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 338 OUT108

✓

SimpleGeometryCircumferenceBFCL/simple_python_12 (geometry.circumference): radius=3, units omitted or 'cm'.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN7 331 OUT105

✓

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 OUT127

✓

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 OUT142

✓

SimpleMathHcfBFCL/simple_python_20 (math.hcf): number1=36, number2=24.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN7 349 OUT78

✓

SimpleNumberAnalysisPrimeFactorsBFCL/simple_python_18 (number_analysis.prime_factors): number=123456.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN7 345 OUT78

✓

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 OUT93

✓

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 OUT180

Tool Calling - Simple: Math, Physics & Geometry (set 3) 9 passed

100.0%

IN60 246 OUT1 458

✓

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 OUT189

✓

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 OUT158

✓

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 OUT212

✓

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 OUT109

✓

SimpleNumberTheoryGcdBFCL/simple_python_21 (number_theory.gcd): number1=36, number2=48.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN6 689 OUT81

✓

SimplePrimeFactorizeDictionaryBFCL/simple_python_23 (prime_factorize): number=60, return_type='dictionary'.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN6 680 OUT110

✓

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 OUT105

✓

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 OUT338

✓

SimpleTriangleAreaNoUnitBFCL/simple_python_11 (calculate_triangle_area): base=10, height=5.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN6 680 OUT156

Tool Calling - Simple: Math, Physics & Geometry (set 4) 9 passed

100.0%

IN59 774 OUT1 580

✓

SimpleCalculateDensityBFCL/simple_python_48 (calculate_density): mass=45, volume=15, unit omitted or 'kg/m^3'.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN6 644 OUT105

✓

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 OUT283

✓

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 OUT162

✓

SimpleMathFactorial5BFCL/simple_python_1 (math.factorial): number=5.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN6 604 OUT69

✓

SimpleMathGcd12And15BFCL/simple_python_22 (math.gcd): num1=12, num2=15.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN6 637 OUT73

✓

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 OUT226

✓

SimpleSolveQuadraticRoots253BFCL/simple_python_6 (solve_quadratic): a=2, b=5, c=3.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN6 642 OUT307

✓

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 OUT139

✓

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 OUT216

Tool Calling - Simple: Math, Physics & Geometry (set 5) 8 passed

100.0%

IN51 582 OUT1 098

✓

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 OUT165

✓

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 OUT120

✓

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 OUT161

✓

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 OUT120

✓

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 OUT116

✓

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 OUT161

✓

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 OUT178

Tool Calling - Simple: Science, Data & Biology (set 1) 13 passed

100.0%

IN107 062 OUT1 973

✓

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 OUT104

✓

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 OUT138

✓

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 OUT135

✓

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 OUT149

✓

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 OUT182

✓

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 OUT143

✓

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 OUT236

✓

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 OUT102

✓

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 OUT196

✓

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 OUT154

✓

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 OUT91

✓

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 OUT209

Tool Calling - Simple: Science, Data & Biology (set 2) 13 passed

100.0%

IN106 695 OUT1 995

✓

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 OUT164

✓

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 OUT78

✓

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 OUT156

✓

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 OUT128

✓

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 OUT353

✓

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 OUT134

✓

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 OUT228

✓

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 200 OUT113

✓

SimpleMathFactorialBFCL/simple_python_97 (math.factorial): number=5.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN8 153 OUT85

✓

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 201 OUT196

✓

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 OUT135

✓

SimpleTriangleAreaMetersBFCL/simple_python_95 (calc_area_triangle): base=5, height=3.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN8 179 OUT109

✓

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 OUT116

Tool Calling - Simple: Science, Data & Biology (set 3) 12 passed

100.0%

IN91 501 OUT2 159

✓

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 OUT167

✓

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 OUT167

✓

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 OUT526

✓

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 OUT298

✓

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 OUT106

✓

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 OUT106

✓

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 OUT92

✓

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 OUT92

✓

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 638 OUT151

✓

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 630 OUT224

✓

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

Passed

IN7 619 OUT148

✓

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 OUT82

Tool Calling - Simple: Science, Data & Biology (set 4) 12 passed

100.0%

IN94 184 OUT1 911

✓

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 OUT131

✓

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 OUT187

✓

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 OUT135

✓

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 OUT141

✓

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 OUT135

✓

SimpleIdentifyBirdBFCL/simple_python_67 (identify_bird): color=green, habitat=forest, size=small.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 817 OUT119

✓

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 OUT139

✓

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 OUT246

✓

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 OUT144

✓

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 OUT107

✓

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 OUT194

Tool Calling - Simple: Sports & Games (set 1) 12 passed

100.0%

IN91 976 OUT2 078

✓

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 OUT127

✓

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 OUT244

✓

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 OUT66

✓

SimpleGameListByYearBFCL/simple_python_342 (game_list.get_games): year 2019, multiplayer true, ESRB Everyone.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 654 OUT113

✓

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 OUT89

✓

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 OUT237

✓

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 OUT183

✓

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 OUT382

✓

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 OUT226

✓

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 635 OUT225

✓

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 OUT97

Tool Calling - Simple: Sports & Games (set 2) 11 passed

100.0%

IN78 512 OUT2 598

✓

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 OUT318

✓

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 OUT95

✓

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 OUT300

✓

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 OUT82

✓

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 OUT955

✓

SimpleShuffleAndDrawBFCL/simple_python_336 (cards.shuffle_and_draw): num_cards 3.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN7 108 OUT106

✓

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 164 OUT137

✓

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 OUT199

✓

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 OUT195

✓

SimpleTopPlayerBySportBFCL/simple_python_323 (sports_ranking.get_top_player): tennis, gender women.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 109 OUT110

✓

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 OUT101

Tool Calling - Simple: Sports & Games (set 3) 9 passed

100.0%

IN58 114 OUT2 244

✓

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 468 OUT130

✓

SimpleCelebrityNetWorthBFCL/simple_python_313 (celebrity_net_worth.get): Messi, currency EUR/euro.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN6 450 OUT78

✓

SimpleDefenseRankingBFCL/simple_python_315 (get_defense_ranking): season 2021, top 1 or omitted.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN6 459 OUT121

✓

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 OUT500

✓

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 OUT94

✓

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 OUT138

✓

SimpleNflPlayerRecordBFCL/simple_python_309 (nfl_data.player_record): Tom Brady, 2020, team omitted or Tampa Bay Buccaneers.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN6 458 OUT281

✓

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 OUT738

✓

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 OUT164

Tool Calling - Simple: Sports & Games (set 4) 7 passed

100.0%

IN41 877 OUT1 450

✓

SimpleCareerStatsBFCL/simple_python_310 (get_career_stats): LeBron James, team omitted.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN5 958 OUT347

✓

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 OUT414

✓

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 OUT142

✓

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 OUT108

✓

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 OUT189

✓

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 OUT128

✓

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 OUT122

Tool Calling - Simple: Sports & Games (set 5) 7 passed

100.0%

IN40 540 OUT1 830

✓

SimpleChessRatingBFCL/simple_python_332 (chess.rating): Magnus Carlsen, variant classical or omitted.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN5 776 OUT136

✓

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 OUT704

✓

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

Passed

IN5 821 OUT148

✓

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 OUT180

✓

SimplePlayerStatisticYearBFCL/simple_python_312 (player_statistic): Ronaldo, year 2021, team omitted.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN5 783 OUT286

✓

SimpleSoccerLastMatchBFCL/simple_python_347 (soccer.get_last_match): Liverpool F.C., include_stats true.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN5 789 OUT289

✓

SimpleSportsRankingSeasonStrBFCL/simple_python_321 (sports_ranking): Barcelona, La Liga, 2021.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN5 795 OUT87

Tool Calling - Simple: Sports & Games (set 6) 4 passed

100.0%

IN20 218 OUT755

✓

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 OUT346

✓

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 OUT89

✓

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 OUT161

✓

SimplePlayerLastGameStatsBFCL/simple_python_304 (player_stats.getLastGame): LeBron James, Lakers, metrics {Points, Rebounds}.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN5 046 OUT159

Tool Calling - Simple: Stats, Finance & ML (set 1) 8 passed

100.0%

IN51 735 OUT1 584

✓

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 OUT225

✓

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 OUT259

✓

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 OUT242

✓

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 OUT100

✓

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 OUT257

✓

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 OUT170

✓

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 449 OUT96

✓

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 OUT235

Tool Calling - Simple: Stats, Finance & ML (set 2) 8 passed

100.0%

IN53 954 OUT1 310

✓

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 OUT153

✓

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 OUT135

✓

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 748 OUT137

✓

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

Passed

IN6 741 OUT161

✓

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 OUT139

✓

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 OUT111

✓

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 OUT189

✓

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 OUT285

Tool Calling - Simple: Stats, Finance & ML (set 3) 8 passed

100.0%

IN52 242 OUT1 266

✓

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 OUT167

✓

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 OUT85

✓

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 OUT93

✓

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 OUT133

✓

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 OUT180

✓

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 OUT280

✓

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 OUT141

✓

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 OUT187

Tool Calling - Simple: Stats, Finance & ML (set 4) 8 passed

100.0%

IN52 898 OUT1 496

✓

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 OUT259

✓

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 OUT200

✓

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 OUT119

✓

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 OUT71

✓

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 670 OUT240

✓

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 OUT186

✓

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 OUT265

✓

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 OUT156

Tool Calling - Simple: Stats, Finance & ML (set 5) 8 passed

100.0%

IN53 420 OUT1 807

✓

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 OUT278

✓

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 OUT327

✓

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 OUT247

✓

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 OUT129

✓

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 OUT118

✓

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 OUT410

✓

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 OUT222

Tool Calling - Simple: Stats, Finance & ML (set 6) 10 passed

100.0%

IN71 501 OUT1 208

✓

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 OUT127

✓

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 OUT152

✓

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 158 OUT111

✓

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 OUT138

✓

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 OUT78

✓

SimpleNormalVariateBFCL/simple_python_111 (random.normalvariate): mu=0, sigma=1.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN7 121 OUT126

✓

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 OUT150

✓

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 OUT110

✓

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 OUT125

Tool Calling - Tool Selection: Area (Triangle/Circle) 1 passed

100.0%

IN4 539 OUT156

✓

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 OUT156

Tool Calling - Tool Selection: Art & Music 9 passed

100.0%

IN105 648 OUT1 948

✓

SelectAnalyzeStructureToolBFCL/multiple_162 (analyze_structure): dynamic structural analysis of specific floors.1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN11 768 OUT120

✓

SelectConcertSearchToolBFCL/multiple_166 (concert.search): concert search by genre/location/date/price.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN11 734 OUT286

✓

SelectGuitarPriceToolBFCL/multiple_165 (guitar_price.find): guitar price by model/condition/location (not instrument_price.get).1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN11 737 OUT108

✓

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 OUT207

✓

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 OUT194

✓

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 OUT407

✓

SelectMusicalScaleToolBFCL/multiple_169 (musical_scale): musical scale for a key.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN11 710 OUT159

✓

SelectSculptureInfoToolBFCL/multiple_160 (get_sculpture_info): sculpture info by artist with detail.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN11 721 OUT225

✓

SelectSongLyricsToolBFCL/multiple_168 (get_song_lyrics): lyrics by song title/artist.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN11 729 OUT242

Tool Calling - Tool Selection: Calculators & Directories 8 passed

100.0%

IN76 811 OUT1 255

✓

SelectCalculateGcdToolBFCL/multiple_35 (calculate_gcd): greatest common divisor, not lcm.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN9 595 OUT141

✓

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 OUT127

✓

SelectGeodistanceToolBFCL/multiple_65 (geodistance.find): distance between cities, not timezone difference/flights.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN9 584 OUT114

✓

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 OUT138

✓

SelectLinearRegressionToolBFCL/multiple_53 (linear_regression): linear regression, not random forest.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN9 609 OUT168

✓

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 OUT109

✓

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 OUT373

✓

SelectStockForecastToolBFCL/multiple_55 (stock_forecast): stock price prediction, not weather forecast.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN9 583 OUT85

Tool Calling - Tool Selection: Finance & Legal 9 passed1 failed

90.0%

IN124 946 OUT1 456

✓

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 OUT219

✓

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 OUT157

✓

SelectCrimeRateToolBFCL/multiple_136 (get_crime_rate): crime rate by city/state/type/year.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN13 143 OUT106

✓

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 OUT144

✓

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 OUT123

✓

SelectLawsuitDetailsToolBFCL/multiple_139 (lawsuit_details.find): patent lawsuit details by company/year/type.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN13 143 OUT114

✓

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 OUT128

×

SelectLegalCaseFetchToolBFCL/multiple_138 (legal_case.fetch): fetch detailed legal case by id.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

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

Failed

IN6 542 OUT147

✓

SelectMarketPerformanceToolBFCL/multiple_131 (market_performance.get_data): index performance over N days.1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN13 141 OUT203

✓

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 OUT115

Tool Calling - Tool Selection: Finance & Markets 8 passed

100.0%

IN82 482 OUT1 373

✓

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 OUT87

✓

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 OUT165

✓

SelectCurrencyConversionToolBFCL/multiple_52 (currency_conversion): currency conversion, not unit conversion.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN10 289 OUT94

✓

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 OUT334

✓

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 OUT89

✓

SelectPropertyDepreciationToolBFCL/multiple_14 (finance.property_depreciation): depreciation, not loan/inflation.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN10 328 OUT283

✓

SelectRevenueForecastToolBFCL/multiple_13 (corporate_finance.revenue_forecast): revenue forecast, not product price.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN10 320 OUT112

✓

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 OUT209

Tool Calling - Tool Selection: Food & Travel 6 passed1 failed

85.7%

IN64 573 OUT1 123

✓

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 OUT137

✓

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 OUT130

✓

SelectHotelBookToolBFCL/multiple_93 (hotel.book): book a hotel room, not car.rental.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN9 245 OUT110

✓

SelectRecipeFindToolBFCL/multiple_91 (recipe.find): recipe by main ingredient + limit, not restaurant.find.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN9 214 OUT193

✓

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 OUT257

✓

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 OUT118

×

SelectWalmartVeganToolBFCL/multiple_92 (walmart.vegan_products): the named store is Walmart, not Safeway/Whole Foods.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Assertion expression evaluated to false: args.categories.Count == 2 Values: args.categories.Count = 0

Failed

IN9 216 OUT178

Tool Calling - Tool Selection: Games, Food & Utilities 10 passed

100.0%

IN138 013 OUT1 894

✓

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 OUT110

✓

SelectClosestRestaurantToolBFCL/multiple_185 (restaurant_search.find_closest): closest restaurant by cuisine/amenities.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN13 793 OUT82

✓

SelectFindRecipeToolBFCL/multiple_186 (find_recipe): recipe by restrictions/type/time.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN13 806 OUT231

✓

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 OUT93

✓

SelectMultiplayerGameFinderToolBFCL/multiple_182 (multiplayer_game_finder): multiplayer game by platform/rating.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN13 802 OUT227

✓

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 792 OUT114

✓

SelectRecipeSearchToolBFCL/multiple_184 (recipe_search): recipe by restriction/ingredients/servings.1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN13 803 OUT430

✓

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 OUT192

✓

SelectTimezoneConvertToolBFCL/multiple_189 (timezone.convert): convert a time between timezones.1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN13 799 OUT325

✓

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 OUT90

Tool Calling - Tool Selection: Geometry, Finance & Services 7 passed

100.0%

IN59 004 OUT1 004

✓

SelectAirQualityForecastToolBFCL/multiple_63 (air_quality_forecast): air quality, not weather/news.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN8 413 OUT92

✓

SelectFinancialCompoundInterestToolBFCL/multiple_57 (financial.compound_interest): compound interest, not simple interest.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN8 476 OUT179

✓

SelectGeometryRectangleToolBFCL/multiple_31 (geometry_rectangle.calculate): rectangle area+perimeter, not square/circle.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN8 429 OUT76

✓

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 OUT283

✓

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 OUT79

✓

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 OUT162

✓

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 OUT133

Tool Calling - Tool Selection: History & Knowledge 9 passed1 failed

90.0%

IN136 064 OUT2 414

✓

SelectDiscovererToolBFCL/multiple_155 (get_discoverer): discoverer of a discovery, with detail.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN13 580 OUT318

×

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 582 OUT323

✓

SelectEventDateToolBFCL/multiple_153 (get_event_date): date of a historical event.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN13 577 OUT70

✓

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 OUT193

✓

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 OUT438

✓

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 614 OUT169

✓

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 OUT121

✓

SelectPaintNeededToolBFCL/multiple_159 (calculate_paint_needed): paint quantity for a wall.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN13 643 OUT255

✓

SelectPapalBiographyToolBFCL/multiple_158 (religious_history.get_papal_biography): papal biography with contributions.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN13 594 OUT446

✓

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 OUT81

Tool Calling - Tool Selection: History, Demographics & Art 8 passed2 skipped

100.0%

IN86 017 OUT1 666

✓

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 OUT162

✓

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 OUT366

–

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 OUT128

✓

SelectExhibitionInfoToolBFCL/multiple_79 (exhibition_info): museum exhibitions, not restaurant_info.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN10 758 OUT95

–

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 OUT605

✓

SelectPopulationByCategoryToolBFCL/multiple_71 (get_population): population by category, not bureau statistics/demographics.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN10 760 OUT86

✓

SelectReligionOriginToolBFCL/multiple_73 (religion.get_origin): founder/origin, not core beliefs.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN10 741 OUT134

✓

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 OUT90

Tool Calling - Tool Selection: Isolated Collisions: Exhibition, Hotel & Currency 3 passed

100.0%

IN21 051 OUT391

✓

SelectBookLuxuryHotelToolBFCL/multiple_191 (book_hotel): luxury room with view, stay_duration variant.1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN7 065 OUT153

✓

SelectCurrencyConversionToolBFCL/multiple_192 (currency_conversion.convert): convert an amount between currencies.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN6 981 OUT116

✓

SelectExhibitionToolBFCL/multiple_161 (find_exhibition): top-rated sculpture exhibition by location/art_form.1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN7 005 OUT122

Tool Calling - Tool Selection: Knowledge & Media 9 passed1 failed

90.0%

IN123 877 OUT1 865

✓

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 OUT181

✓

SelectDatabaseModifyColumnsToolBFCL/multiple_10 (database.modify_columns): delete columns, not create a backup.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN11 800 OUT122

✓

SelectFiveFactorModelToolBFCL/multiple_69 (five_factor_model.analyse): Big Five personality, not MBTI.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN11 822 OUT170

×

SelectGameRewardsToolBFCL/multiple_26 (game_rewards.get): rewards, not scores/missions list.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 916 OUT409

✓

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 OUT213

✓

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 OUT124

✓

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 OUT121

✓

SelectReligionSchismsToolBFCL/multiple_19 (religion_history.get_schisms): schisms, not councils/reformations.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN11 744 OUT237

✓

SelectSculpturePriceToolBFCL/multiple_20 (sculpture_price.calculate): commission price, not sculptor info/availability.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN11 757 OUT115

✓

SelectVideoGameStorePriceToolBFCL/multiple_25 (video_games.store_price): store price, not store currency/on-sale.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN11 788 OUT173

Tool Calling - Tool Selection: Legal, Environment & Services 10 passed

100.0%

IN121 657 OUT1 708

✓

SelectAirQualityToolBFCL/multiple_144 (air_quality): AQI by location/date.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN12 155 OUT140

✓

SelectEmissionsToolBFCL/multiple_145 (calculate_emissions): annual CO2 from distance/fuel/efficiency.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN12 190 OUT156

✓

SelectHumidityForecastToolBFCL/multiple_142 (weather.humidity_forecast): humidity forecast by location/days.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN12 142 OUT125

✓

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 OUT116

✓

SelectLawsuitsSearchToolBFCL/multiple_140 (lawsuits_search): lawsuits by company/location/year.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN12 156 OUT120

✓

SelectMapDirectionsToolBFCL/multiple_147 (map_service.get_directions): directions avoiding features.1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN12 157 OUT104

✓

SelectRestaurantFindNearbyToolBFCL/multiple_146 (restaurant.find_nearby): nearby restaurants by cuisine/distance.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN12 152 OUT299

✓

SelectSentimentAnalysisToolBFCL/multiple_149 (sentiment_analysis): sentiment of a review text.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN12 162 OUT139

✓

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 251 OUT119

✓

SelectStockInfoToolBFCL/multiple_148 (get_stock_info): detailed stock information by company.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN12 131 OUT390

Tool Calling - Tool Selection: Local Services & Weather 8 passed1 failed

88.9%

IN91 827 OUT1 257

✓

SelectHumidityTemperatureForecastToolBFCL/multiple_60 (humidity_temperature_forecast): humidity/temperature, not events/movies.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN9 636 OUT90

✓

SelectLandscapeArchitectToolBFCL/multiple_61 (landscape_architect.find_specialty): landscape architect, not home renovation.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN9 653 OUT124

✓

SelectLawyerSearchToolBFCL/multiple_58 (lawyer.search): find a lawyer, not a doctor.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN9 622 OUT97

✓

SelectLibraryFindNearbyToolBFCL/multiple_48 (library.find_nearby): find a library, not a store.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN9 647 OUT113

✓

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 OUT97

×

SelectRideHailingToolBFCL/multiple_39 (ride_hailing.get_rides): find a ride, not a grocery delivery.1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

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

Failed

IN14 670 OUT264

✓

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 OUT243

✓

SelectTranslateToolBFCL/multiple_67 (translate): translate text, not sentiment/word-count.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN9 638 OUT97

✓

SelectUvIndexToolBFCL/multiple_64 (uv_index.get_future): UV index, not rainfall/snowfall.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN9 651 OUT132

Tool Calling - Tool Selection: Mathematics 8 passed

100.0%

IN75 301 OUT1 127

✓

SelectCalculateIntegralToolBFCL/multiple_33 (calculate_integral): definite integral, not derivative.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN9 417 OUT144

✓

SelectCosineSimilarityToolBFCL/multiple_47 (cosine_similarity.calculate): cosine similarity, not correlation.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN9 436 OUT127

✓

SelectDiceRollProbabilityToolBFCL/multiple_51 (dice_roll_probability): dice sum probability, not coin/card.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN9 411 OUT146

✓

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 OUT322

✓

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 OUT137

✓

SelectRectangleAreaToolBFCL/multiple_30 (rectangle.area): rectangle area, not circle/triangle area.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN9 401 OUT85

✓

SelectSortListToolBFCL/multiple_46 (sort_list): sort a list, not filter/sum.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN9 405 OUT88

Tool Calling - Tool Selection: Mathematics & Geometry 7 passed

100.0%

IN70 341 OUT935

✓

SelectCircleAreaToolBFCL/multiple_97 (geometry.area_circle): circle area, not plot_sine_wave.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN10 030 OUT116

✓

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 OUT96

✓

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 OUT160

✓

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 OUT199

✓

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 OUT206

✓

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 OUT80

Tool Calling - Tool Selection: Mixed Domains 7 passed1 skipped

100.0%

IN68 847 OUT1 259

✓

SelectAverageGradeToolBFCL/multiple_9 (calculate_average): selects average, not standard_deviation/highest_grade.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN9 846 OUT135

✓

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 OUT301

✓

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 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN9 851 OUT224

✓

SelectEuclideanDistanceToolBFCL/multiple_3 (EuclideanDistance.calculate): selects distance, not angleToXAxis.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN9 803 OUT168

✓

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 OUT185

✓

SelectWeatherByCoordinatesDateToolBFCL/multiple_5 (weather.get_by_coordinates_date): historical-by-coordinates, not by-city/forecast.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN9 868 OUT192

–

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%

IN90 239 OUT1 867

✓

SelectBoardGameRecommendToolBFCL/multiple_86 (BoardGameGeek.recommend): BoardGameGeek store, not AmazonGameStore.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN10 023 OUT248

✓

SelectConcertTicketToolBFCL/multiple_81 (concert.book_ticket): concert ticket, not festival ticket.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN10 046 OUT110

✓

SelectGameUpdateToolBFCL/multiple_87 (games.update.find): game update/patch, not reviews/price.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN10 034 OUT109

✓

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 OUT89

×

SelectMusicShopToolBFCL/multiple_80 (music_shop.find_nearby): music shop with lessons, not gym.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Assertion expression evaluated to false: args.services.Count == 1 && args.services[0].ToLower() == "violin lessons" Values: args.services.Count = 1

Failed

IN10 021 OUT240

✓

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 OUT388

✓

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 OUT184

✓

SelectSoccerScoresToolBFCL/multiple_85 (soccer_scores.get_scores): soccer scores, not basketball.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN10 028 OUT187

✓

SelectTopGoalScorersToolBFCL/multiple_84 (getTopGoalScorers): top goal scorers, not top assists.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN10 032 OUT312

Tool Calling - Tool Selection: Physical Sciences 10 passed

100.0%

IN113 104 OUT1 381

✓

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 OUT131

✓

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 OUT130

✓

SelectConeVolumeToolBFCL/multiple_32 (geometry.calculate_cone_volume): cone volume, not cone mass.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN11 278 OUT161

✓

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 OUT117

✓

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 OUT133

✓

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 OUT142

✓

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 338 OUT113

✓

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 OUT191

✓

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 OUT157

✓

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 OUT106

Tool Calling - Tool Selection: Physics & Biology 13 passed

100.0%

IN195 082 OUT2 334

✓

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 OUT430

✓

SelectDensityToolBFCL/multiple_107 (calculate_density): mass/volume density, not mix_paint_color.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN15 001 OUT99

✓

SelectDisplacementToolBFCL/multiple_102 (calculate_displacement): kinematic displacement, not poker/musical distractors.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN15 019 OUT202

✓

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 OUT146

✓

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 OUT187

✓

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 OUT192

✓

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 OUT162

✓

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 OUT200

✓

SelectGenotypeFrequencyToolBFCL/multiple_111 (calculate_genotype_frequency): genotype frequency, not factorial / find_flute.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN15 004 OUT135

✓

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 OUT108

✓

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 OUT100

✓

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 OUT190

✓

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 OUT183

Tool Calling - Tool Selection: Sports & Card Games 10 passed

100.0%

IN134 221 OUT1 882

✓

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 OUT110

✓

SelectDefenseRankingToolBFCL/multiple_173 (get_defense_ranking): NBA best-defence ranking by season.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN13 425 OUT81

✓

SelectFindAthleteToolBFCL/multiple_172 (sports_db.find_athlete): athlete profile by name/sport.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN13 410 OUT441

✓

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 OUT67

✓

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 OUT93

✓

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 OUT115

✓

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 OUT179

✓

SelectSportsRankingToolBFCL/multiple_174 (sports_ranking): team ranking in a league.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN13 408 OUT222

✓

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 OUT449

✓

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 OUT125

Tool Calling - Tool Selection: Statistics, Finance & Health 6 passed

100.0%

IN56 354 OUT1 133

✓

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 OUT166

✓

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 OUT108

✓

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 OUT432

✓

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 OUT173

✓

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 OUT177

Tool Calling - Tool Selection: Statistics, Finance & Services 8 passed

100.0%

IN91 287 OUT1 420

✓

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 OUT109

✓

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 OUT166

✓

SelectCompoundInterestToolBFCL/multiple_129 (compound_interest): compound interest, not lawsuits_search.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN11 426 OUT303

✓

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 OUT186

✓

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 OUT124

✓

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 OUT175

✓

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 OUT171

✓

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 OUT186

Tool Calling - Tool Selection: Travel & Biology 7 passed1 failed

87.5%

IN104 293 OUT1 470

✓

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 OUT137

×

SelectCellProteinsToolBFCL/multiple_196 (cellbio.get_proteins): proteins in a cell compartment.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 550 OUT402

✓

SelectDistanceDurationToolBFCL/multiple_193 (maps.get_distance_duration): distance/duration between two places.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN12 235 OUT92

✓

SelectForestGrowthToolBFCL/multiple_199 (forest_growth_forecast): forest growth forecast with human impact.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN12 238 OUT371

✓

SelectGenotypeFrequencyToolBFCL/multiple_198 (calculate_genotype_frequency): genotype frequency from allele frequency.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN12 246 OUT142

✓

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 OUT130

✓

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 OUT111

Tool Calling - Tool Selection: Triangle Properties 1 passed

100.0%

IN4 617 OUT357

✓

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 OUT357

Qwen 3.6 27B NVFP4 Instruct | Benchmark #59

Tool Calling Benchmark based on BFCL

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