Ai4Users - Qwen 3.8 27B FP8 Instruct

Benchmark items
Tool Calling - Irrelevance: Architecture & Artwork 9 passed	100.0%	IN31 151 OUT1 569
✓	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 OUT105
✓	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 OUT74
✓	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 OUT410
✓	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 OUT145
✓	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 OUT56
✓	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 OUT204
✓	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 OUT433
✓	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 OUT23
✓	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 OUT119
Tool Calling - Irrelevance: Buildings, Sculpture & Music 7 passed1 skipped	100.0%	IN23 003 OUT1 116
–	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 OUT74
✓	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 OUT17
✓	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 OUT387
✓	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 OUT43
✓	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 OUT140
✓	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 OUT304
✓	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 OUT151
Tool Calling - Irrelevance: Cell Biology & Genetics 8 passed2 skipped	100.0%	IN30 331 OUT1 872
✓	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 OUT44
✓	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 OUT111
✓	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 OUT750
✓	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 OUT48
–	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 OUT247
✓	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 OUT237
✓	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 OUT225
✓	NoToolForPandaEvolutionaryHistoryBFCL/irrelevance_42: evolutionary history asked (a narrative fact); only a biodiversity-index calculator is available.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN3 788 OUT210
–	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 209
✓	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 OUT316
✓	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 OUT34
✓	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 OUT183
✓	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 OUT377
✓	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 OUT38
✓	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 OUT35
✓	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 OUT23
✓	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 OUT74
✓	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 OUT24
✓	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 OUT92
Tool Calling - Irrelevance: Cooking, Currency & Markets 7 passed1 failed	87.5%	IN29 222 OUT1 606
×	NoToolForBakerySourdoughBFCL/irrelevance_223: a BAKERY selling sourdough asked; only a grocery-shop product finder available -> no tool fits.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL Assertion expression evaluated to false: response.ToolCalls.Count == 0 Values: response.ToolCalls.Count = 1	Failed	IN6 510 OUT137
✓	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 OUT192
✓	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 OUT162
✓	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 OUT66
✓	NoToolForHowToBoilAnEggBFCL/irrelevance_212: best WAY to boil an egg asked; only a boiling-TIME calculator available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN3 245 OUT130
✓	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 OUT652
✓	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 OUT197
✓	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 OUT70
Tool Calling - Irrelevance: Dates & Elements 10 passed	100.0%	IN36 290 OUT1 320
✓	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 OUT386
✓	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 OUT115
✓	NoToolForMostImportantProphetBFCL/irrelevance_147: most important prophet asked; only a two-color mixer is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL	Passed	IN3 628 OUT90
✓	NoToolForMuseumVisitFrequencyBFCL/irrelevance_160: museum member visit frequency asked; only a single most-frequent-visitor lookup is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN3 633 OUT128
✓	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 OUT77
✓	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 OUT267
✓	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 OUT100
✓	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 OUT80
✓	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 OUT48
✓	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 OUT29
Tool Calling - Irrelevance: Electromagnetism, Thermo & Data 10 passed	100.0%	IN34 065 OUT1 030
✓	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 OUT38
✓	NoToolForFlightDurationBFCL/irrelevance_20: flight duration asked; only a currency converter is available.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL	Passed	IN3 402 OUT121
✓	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 OUT183
✓	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 OUT86
✓	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 OUT121
✓	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 OUT116
✓	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 OUT287
✓	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 OUT44
✓	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 OUT915
✓	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 OUT64
✓	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 OUT68
✓	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 OUT10
✓	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 OUT212
✓	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 OUT24
✓	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 OUT28
✓	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 OUT330
✓	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 OUT22
✓	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 OUT157
Tool Calling - Irrelevance: Finance & Economics 8 passed	100.0%	IN26 842 OUT833
✓	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 OUT36
✓	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 OUT139
✓	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 OUT54
✓	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 OUT399
✓	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 OUT21
✓	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 OUT26
✓	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 OUT87
✓	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 OUT71
Tool Calling - Irrelevance: Finance Near-Matches 9 passed	100.0%	IN30 939 OUT1 514
✓	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 OUT50
✓	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 OUT59
✓	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 OUT167
✓	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 OUT23
✓	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 OUT125
✓	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 OUT222
✓	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 OUT52
✓	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 OUT755
✓	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 OUT61
Tool Calling - Irrelevance: Food, Time & Distance 4 passed1 skipped	100.0%	IN10 840 OUT261
✓	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 OUT101
✓	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 OUT111
✓	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 OUT10
–	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 OUT39
Tool Calling - Irrelevance: Geo, Travel & Sentiment 7 passed1 failed1 skipped	87.5%	IN30 628 OUT1 090
✓	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 OUT68
✓	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 OUT85
✓	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 OUT91
✓	NoToolForFamousQuoteBFCL/irrelevance_119: a famous quote asked; only a sentiment-analysis tool is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL	Passed	IN3 395 OUT32
✓	NoToolForFastestRouteBFCL/irrelevance_114: the fastest route asked; only a closest-airport finder is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN3 399 OUT203
–	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 OUT300
✓	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 OUT131
×	NoToolForTravelTimeByCarBFCL/irrelevance_115: travel time by car asked; only a coordinate-distance calculator is available -> no tool fits.1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL Assertion expression evaluated to false: response.ToolCalls.Count == 0 Values: response.ToolCalls.Count = 1	Failed	IN6 843 OUT180
Tool Calling - Irrelevance: Legal & Case Lookup 10 passed	100.0%	IN35 527 OUT1 341
✓	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 OUT74
✓	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 OUT83
✓	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 OUT42
✓	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 OUT212
✓	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 OUT107
✓	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 OUT27
✓	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 OUT74
✓	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 OUT35
✓	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 OUT47
✓	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 OUT640
Tool Calling - Irrelevance: Math & Science Distractors 8 passed	100.0%	IN25 252 OUT530
✓	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 OUT117
✓	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 OUT51
✓	NoToolForLatestMoviesBFCL/irrelevance_15: latest movie releases asked; only a physics final-velocity tool is available.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL	Passed	IN3 146 OUT55
✓	NoToolForPerpendicularSlopeBFCL/irrelevance_3: slope of a perpendicular line asked; only a critical-points finder is available.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN3 164 OUT67
✓	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 OUT39
✓	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 OUT60
✓	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 OUT33
✓	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 OUT108
Tool Calling - Irrelevance: Math & Statistics 5 passed1 failed	83.3%	IN21 300 OUT1 079
✓	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 OUT45
✓	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 OUT170
✓	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 OUT21
×	NoToolForNullHypothesisStdDevBFCL/irrelevance_68: the STANDARD DEVIATION of a null-hypothesis test asked; only p-value tools are available (they return a p-value, not a standard deviation) -> no tool fits.1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL Assertion expression evaluated to false: response.ToolCalls.Count == 0 Values: response.ToolCalls.Count = 1	Failed	IN6 256 OUT561
✓	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 OUT267
Tool Calling - Irrelevance: Medical, Social & Personality 6 passed3 skipped	100.0%	IN20 464 OUT695
✓	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 OUT47
✓	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 OUT76
✓	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 OUT60
–	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 OUT278
–	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 OUT173
–	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 OUT61
Tool Calling - Irrelevance: Mixed Distractors 8 passed	100.0%	IN26 008 OUT681
✓	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 OUT70
✓	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 OUT41
✓	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 OUT240
✓	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 OUT164
✓	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 OUT57
✓	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 OUT49
✓	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 OUT53
✓	NoToolForTranslationBFCL/irrelevance_52: natural-language translation asked; only a file-compression tool is available.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL	Passed	IN3 256 OUT7
Tool Calling - Irrelevance: Motion, Electricity & Misc 10 passed	100.0%	IN35 428 OUT1 116
✓	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 OUT211
✓	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 OUT42
✓	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 OUT29
✓	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 OUT40
✓	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 OUT16
✓	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 OUT225
✓	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 OUT243
✓	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 OUT182
✓	NoToolForSineOf45DegreesBFCL/irrelevance_45: sine of an angle asked; only a polygon-drawing tool is available.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL	Passed	IN3 538 OUT23
✓	NoToolForTeslaPriceBFCL/irrelevance_46: product price of a car asked; only a currency-exchange-rate tool is available.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN3 541 OUT105
Tool Calling - Irrelevance: Music Theory & Lookup 8 passed	100.0%	IN25 588 OUT655
✓	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 OUT39
✓	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 OUT43
✓	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 OUT104
✓	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 OUT13
✓	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 OUT238
✓	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 OUT81
✓	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 OUT85
✓	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 OUT52
Tool Calling - Irrelevance: Probability & Legal 5 passed	100.0%	IN14 007 OUT634
✓	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 OUT84
✓	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 OUT34
✓	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 OUT83
✓	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 OUT72
✓	NoToolForTenantRightsBFCL/irrelevance_89: explaining tenant rights asked; only a contract-generation tool is available (generating a contract does not explain rights) -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL	Passed	IN2 797 OUT361
Tool Calling - Irrelevance: Recipes & Cooking 8 passed1 skipped	100.0%	IN27 658 OUT1 497
✓	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 OUT116
✓	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 OUT80
✓	NoToolForBuildingAPcBFCL/irrelevance_209: how to build a PC asked; only a cooking-recipe retriever available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL	Passed	IN3 453 OUT848
✓	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 OUT65
✓	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 OUT214
✓	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 OUT28
✓	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 OUT80
✓	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 OUT66
–	NoToolForQuickestFlightLondonTokyoBFCL/irrelevance_236: quickest way to fly London->Tokyo asked; a flight-duration tool is available. REVIEW FLAG (fairness): get_flight_duration plausibly answers this ("quickest ... by plane" ~= quickest flight duration), so a competent human might legitimately call it. Kept as BFCL labels it (irrelevant), but this item is borderline. Marked Hard because the intended "no call" is debatable.0 AI queries 0 tool callscategory:ToolCallinglevel:Hardsource:BFCL Skipped: Not a valid irrelevance item (item flaw): the case's own tool 'get_flight_duration' (with flight_type non-stop) plausibly answers 'quickest way ... by plane' - BFCL-mislabeled/borderline-relevant. Kept for traceability.	Skipped	IN0 OUT0
Tool Calling - Irrelevance: Restaurants & Travel 8 passed	100.0%	IN26 531 OUT1 008
✓	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 OUT96
✓	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 OUT47
✓	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 OUT80
✓	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 OUT63
✓	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 OUT108
✓	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 OUT305
✓	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 OUT58
✓	NoToolForYogaRetreatBFCL/irrelevance_232: a yoga RETREAT asked; only a HOTEL search tool available. REVIEW FLAG (fairness): a retreat is not a hotel, but hotel_search_find_hotels accepts arbitrary amenities (spa, vegetarian) and a location, so it is somewhat tempting. BFCL labels this irrelevant (retreat != hotel); kept as such and marked Hard because the boundary is borderline.1 AI query 0 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN3 322 OUT251
Tool Calling - Irrelevance: Sports & Games (set 1) 10 passed	100.0%	IN35 708 OUT1 291
✓	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 OUT45
✓	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 OUT74
✓	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 OUT116
✓	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 OUT70
✓	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 OUT52
✓	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 OUT110
✓	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 OUT277
✓	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 OUT84
✓	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 OUT430
✓	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 OUT33
Tool Calling - Irrelevance: Sports & Games (set 2) 9 passed	100.0%	IN31 213 OUT624
✓	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 OUT115
✓	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 OUT17
✓	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 OUT62
✓	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 OUT64
✓	NoToolForHaloPlayerRankBFCL/irrelevance_203: a player's RANK asked; only a player-SCORE lookup is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN3 470 OUT128
✓	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 OUT32
✓	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 OUT56
✓	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 OUT100
✓	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 OUT50
Tool Calling - Irrelevance: Sports Statistics 9 passed	100.0%	IN31 578 OUT691
✓	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 OUT66
✓	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 OUT77
✓	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 OUT186
✓	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 0 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN3 508 OUT54
✓	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 OUT177
✓	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 OUT15
✓	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 OUT24
✓	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 OUT61
✓	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 OUT31
Tool Calling - Irrelevance: Time, Weather & Misc 3 passed1 skipped	100.0%	IN7 742 OUT214
✓	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 OUT119
–	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 OUT25
✓	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 OUT70
Tool Calling - Irrelevance: Weather, Environment & Services 10 passed	100.0%	IN36 637 OUT1 323
✓	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 OUT105
✓	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 OUT75
✓	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 OUT56
✓	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 OUT61
✓	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 OUT94
✓	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 OUT114
✓	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 OUT34
✓	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 OUT115
✓	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 OUT373
✓	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 OUT296
Tool Calling - Parallel Calls: Art, Music & Local Services 9 passed1 failed1 skipped	90.0%	IN75 779 OUT2 703
–	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 OUT212
✓	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 OUT257
✓	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 812 OUT453
×	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 Assertion expression evaluated to false: match0 == 1 Values: match0 = 0	Failed	IN7 569 OUT241
✓	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 OUT241
✓	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 524 OUT311
✓	GetRgbAndHexForThreeColorsBFCL/parallel_37: three color_converter_get_color_info calls — navy, purple, maroon; each with {RGB, HEX} (unordered).1 AI query 3 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN7 626 OUT292
✓	GetTeamRankingsInTwoLeaguesBFCL/parallel_47: two get_team_ranking calls — Barcelona in UEFA Champions League and Manchester United in La Liga.1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN7 475 OUT191
✓	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 OUT167
✓	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 OUT338
Tool Calling - Parallel Calls: Data, Geo & Life Sciences (set 1) 13 passed	100.0%	IN120 519 OUT4 816
✓	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 812 OUT457
✓	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 OUT491
✓	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	IN17 037 OUT410
✓	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 OUT381
✓	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 OUT296
✓	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 912 OUT393
✓	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 OUT340
✓	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 442 OUT283
✓	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 579 OUT383
✓	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 OUT272
✓	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 753 OUT497
✓	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 OUT332
✓	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 OUT281
Tool Calling - Parallel Calls: Data, Geo & Life Sciences (set 2) 13 passed1 failed	92.9%	IN125 909 OUT4 634
✓	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 OUT268
✓	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 OUT334
✓	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 OUT360
✓	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 OUT237
✓	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 OUT384
✓	CalculateFactorialOfFourNumbersBFCL/parallel_144: four math_factorial calls — 5, 3, 4, 2.1 AI query 4 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN8 972 OUT220
✓	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 068 OUT378
×	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 Assertion expression evaluated to false: match1 == 1 Values: match1 = 0	Failed	IN9 033 OUT383
✓	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 900 OUT258
✓	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 775 OUT263
✓	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 OUT228
✓	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 OUT326
✓	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 OUT762
✓	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 OUT233
Tool Calling - Parallel Calls: Data, Geo & Life Sciences (set 3) 11 passed	100.0%	IN91 728 OUT4 080
✓	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 866 OUT393
✓	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 OUT437
✓	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 OUT512
✓	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 OUT390
✓	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	IN11 785 OUT372
✓	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 OUT513
✓	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 OUT144
✓	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 OUT276
✓	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 OUT514
✓	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 OUT201
✓	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 OUT328
Tool Calling - Parallel Calls: Finance, Stats & Legal 13 passed	100.0%	IN114 970 OUT3 663
✓	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 OUT244
✓	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 OUT293
✓	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 OUT337
✓	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 OUT267
✓	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 OUT211
✓	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	IN12 678 OUT343
✓	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 OUT436
✓	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 562 OUT286
✓	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 OUT261
✓	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 OUT342
✓	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 OUT187
✓	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 OUT209
✓	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 OUT247
Tool Calling - Parallel Calls: Legal, History & Environment 13 passed1 skipped	100.0%	IN117 820 OUT3 811
✓	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 OUT227
✓	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 OUT276
✓	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 OUT280
✓	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 992 OUT478
✓	FindClassicalConcertsWithParkingBFCL/parallel_44: two concert_find_nearby calls — classical concerts near Berlin and Paris next Friday. Tightened per methodology: the prompt explicitly asks for concerts "with available parking", so amenities == ['Parking'] is required (this also matches the schema default, but the prompt states it). Isolated from concert_finder (parallel_43) into a separate script: both locate concerts by location+genre and would otherwise create an ambiguous tool choice.1 AI query 2 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN9 050 OUT275
–	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 078 OUT240
✓	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 OUT214
✓	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 OUT154
✓	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 OUT344
✓	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 OUT233
✓	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 OUT172
✓	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 OUT279
✓	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 OUT639
Tool Calling - Parallel Calls: Markets & Environment 13 passed	100.0%	IN114 827 OUT5 277
✓	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 OUT305
✓	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 OUT233
✓	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 738 OUT702
✓	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 OUT368
✓	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 OUT530
✓	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 OUT360
✓	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 OUT403
✓	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 OUT310
✓	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 OUT531
✓	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 OUT398
✓	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 931 OUT403
✓	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 OUT294
✓	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 OUT440
Tool Calling - Parallel Calls: Mathematics & Physics (set 1) 12 passed1 failed	92.3%	IN104 077 OUT3 299
✓	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 OUT263
✓	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 OUT250
✓	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 OUT399
×	ConvertEuroAndPoundsToDollarsBFCL/parallel_59: two get_conversion_cost calls — 15000 Euro->dollars and 200 pounds->dollars.1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL Assertion expression evaluated to false: match0 == 1 Values: match0 = 0	Failed	IN7 908 OUT232
✓	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 OUT418
✓	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 OUT201
✓	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 OUT400
✓	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 OUT141
✓	GcdOfJohnAndMaryNumbersBFCL/parallel_80: two math_gcd calls — gcd(36,48) and gcd(60,96). Same tool as parallel_76.1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN7 936 OUT157
✓	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 OUT181
✓	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 OUT193
✓	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 OUT328
✓	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 OUT136
Tool Calling - Parallel Calls: Mathematics & Physics (set 2) 11 passed2 failed	84.6%	IN117 119 OUT4 150
✓	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 OUT312
✓	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 OUT330
✓	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 OUT293
✓	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 OUT385
×	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 3 tool callscategory:ToolCallinglevel:Mediumsource:BFCL Assertion expression evaluated to false: response.ToolCalls.Count == expectedCount Values: response.ToolCalls.Count = 3 expectedCount = 2	Failed	IN12 625 OUT529
✓	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 OUT297
✓	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 OUT175
✓	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 OUT274
✓	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 OUT145
×	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 5 tool callscategory:ToolCallinglevel:Hardsource:BFCL Assertion expression evaluated to false: response.ToolCalls.Count == expectedCount Values: response.ToolCalls.Count = 5 expectedCount = 4	Failed	IN13 308 OUT786
✓	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 OUT197
✓	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 OUT215
✓	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 OUT212
Tool Calling - Parallel Calls: Mathematics & Physics (set 3) 12 passed	100.0%	IN98 319 OUT3 413
✓	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 OUT245
✓	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 OUT184
✓	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 OUT367
✓	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 OUT313
✓	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 OUT256
✓	FactorialOfThreeNumbersBFCL/parallel_60: three math_factorial calls — 5, 7, 9.1 AI query 3 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN8 085 OUT183
✓	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 OUT244
✓	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 OUT155
✓	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 OUT599
✓	PrimeFactorsOfThreeNumbersBFCL/parallel_75: three number_analysis_prime_factors calls — 45, 100, 150.1 AI query 3 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN8 091 OUT238
✓	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 OUT421
✓	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 116 OUT208
Tool Calling - Parallel Calls: Mixed Domains 9 passed1 failed	90.0%	IN73 598 OUT2 530
✓	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 280 OUT181
✓	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 OUT223
✓	CalculateFactorialForThreeNumbersBFCL/parallel_7: three math_factorial calls — 5, 10, 15.1 AI query 3 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN7 342 OUT203
✓	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 OUT308
✓	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 OUT322
✓	FetchPopulationForCitiesStateAndCountryBFCL/parallel_8: four database_us_census_get_population calls — NYC (city), LA (city), Alaska (state), USA (country); year defaults to 2000 (may be omitted). Requires area-type inference.1 AI query 4 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN7 558 OUT333
×	FindMovieShowingsForTwoMoviesBFCL/parallel_9: two find_movie_showing calls near San Diego — Tenet at 5 pm and No Time To Die at 7:30 pm.1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL Assertion expression evaluated to false: match0 == 1 Values: match0 = 0	Failed	IN7 346 OUT253
✓	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 420 OUT275
✓	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 319 OUT273
✓	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 OUT159
Tool Calling - Parallel Calls: Physical & Life Sciences (set 1) 12 passed	100.0%	IN102 106 OUT3 710
✓	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 OUT208
✓	ElectromagneticForceInTwoMediaBFCL/parallel_96: two electromagnetic_force calls — same charges 5,10 and distance 2, differing by medium_permittivity. Vacuum call (8.854e-12) equals the default → may be omitted or 8.854e-12; the second medium (5e-12) is non-default → required.1 AI query 2 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN8 570 OUT366
✓	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 589 OUT344
✓	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 OUT237
✓	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 OUT316
✓	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 427 OUT294
✓	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 OUT257
✓	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 OUT420
✓	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 OUT318
✓	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 OUT364
✓	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 OUT268
✓	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 OUT318
Tool Calling - Parallel Calls: Physical & Life Sciences (set 2) 11 passed2 failed	84.6%	IN111 921 OUT4 504
✓	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 OUT251
✓	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 OUT164
×	CellInfoDetailedAndBriefBFCL/parallel_108: two biology_get_cell_info calls — neuron with detailed=true (prompt: "detailed description"), muscle with detailed=false ("less detailed", the default).1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL Assertion expression evaluated to false: match1 == 1 Values: match1 = 0	Failed	IN8 413 OUT228
✓	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 OUT207
✓	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 OUT656
×	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 Assertion expression evaluated to false: match0 == 1 Values: match0 = 0	Failed	IN8 754 OUT419
✓	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 OUT260
✓	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 OUT308
✓	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 OUT349
✓	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 OUT272
✓	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 OUT699
✓	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 OUT372
✓	ProteinsInThreeCompartmentsBFCL/parallel_109: three cellbio_get_proteins calls — nucleus/mitochondria/cytoplasm, each with include_description=true (prompt asks for "a brief description of each protein").1 AI query 3 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN8 567 OUT319
Tool Calling - Parallel Calls: Physical & Life Sciences (set 3) 11 passed2 failed	84.6%	IN108 327 OUT4 314
×	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 0 tool callscategory:ToolCallinglevel:VeryHardsource:BFCL Assertion expression evaluated to false: response.ToolCalls.Count == expectedCount Values: response.ToolCalls.Count = 0 expectedCount = 6	Failed	IN4 193 OUT133
✓	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 OUT403
✓	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 OUT327
✓	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 OUT202
✓	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 850 OUT354
×	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 2 tool callscategory:ToolCallinglevel:Hardsource:BFCL Assertion expression evaluated to false: response.ToolCalls.Count == expectedCount Values: response.ToolCalls.Count = 2 expectedCount = 4	Failed	IN8 547 OUT370
✓	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 OUT371
✓	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 OUT710
✓	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 OUT243
✓	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 OUT299
✓	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 OUT267
✓	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 OUT305
✓	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 OUT330
Tool Calling - Parallel Calls: Services & Lookups 11 passed1 failed	91.7%	IN98 557 OUT3 316
✓	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 422 OUT438
✓	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 OUT171
✓	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 271 OUT313
✓	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 276 OUT337
×	FindUpcomingEventsInThreeCitiesBFCL/parallel_194: three event_finder_find_upcoming calls — jazz/LA(14d), rock/Chicago(10d), classical/Boston(7d). All day windows explicitly stated -> days_ahead required (7 for Boston, which also equals the default).1 AI query 3 tool callscategory:ToolCallinglevel:Hardsource:BFCL Assertion expression evaluated to false: match0 == 1 Values: match0 = 0	Failed	IN8 266 OUT343
✓	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 OUT321
✓	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 OUT174
✓	GetLawsuitDetailsForTwoCasesBFCL/parallel_196: two get_lawsuit_details calls — case 12345 (NY Supreme Court, with verdict) and case 67890 (LA Superior Court, no verdict). "would like the verdict" -> true; "do not need" -> null/false.1 AI query 2 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN8 172 OUT230
✓	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 OUT239
✓	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 OUT208
✓	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 OUT235
✓	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 403 OUT307
Tool Calling - Parallel Calls: Statistics & Finance 13 passed	100.0%	IN122 197 OUT4 972
✓	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 OUT327
✓	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	IN13 532 OUT406
✓	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 OUT491
✓	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 OUT361
✓	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 OUT410
✓	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 OUT364
✓	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 OUT426
✓	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 OUT283
✓	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 OUT330
✓	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 OUT430
✓	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 OUT275
✓	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 926 OUT302
✓	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 242 OUT567
Tool Calling - Simple: Arts, Venues & Music (set 1) 8 passed	100.0%	IN50 817 OUT1 310
✓	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 OUT127
✓	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 OUT82
✓	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 OUT200
✓	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 OUT85
✓	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 OUT115
✓	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 OUT128
✓	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 OUT474
✓	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 OUT99
Tool Calling - Simple: Arts, Venues & Music (set 2) 8 passed	100.0%	IN50 567 OUT1 087
✓	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 OUT112
✓	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 OUT121
✓	SimpleFindConcertRockChicagoBFCL/simple_python_285 (find_concert): location=Chicago, price=100, genre=Rock.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN6 311 OUT107
✓	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 OUT118
✓	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 OUT92
✓	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 OUT205
✓	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 OUT138
✓	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 OUT194
Tool Calling - Simple: Arts, Venues & Music (set 3) 9 passed	100.0%	IN60 256 OUT1 078
✓	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 709 OUT98
✓	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 OUT200
✓	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 OUT104
✓	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 OUT144
✓	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 OUT72
✓	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 OUT117
✓	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 OUT116
✓	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 OUT97
✓	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 OUT130

Tool Calling - Irrelevance: Architecture & Artwork 9 passed

100.0%

IN31 151 OUT1 569

✓

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 OUT105

✓

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 OUT74

✓

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 OUT410

✓

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 OUT145

✓

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 OUT56

✓

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 OUT204

✓

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 OUT433

✓

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 OUT23

✓

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 OUT119

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

100.0%

IN23 003 OUT1 116

–

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 OUT74

✓

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 OUT17

✓

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 OUT387

✓

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 OUT43

✓

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 OUT140

✓

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 OUT304

✓

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 OUT151

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

100.0%

IN30 331 OUT1 872

✓

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 OUT44

✓

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 OUT111

✓

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 OUT750

✓

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 OUT48

–

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 OUT247

✓

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 OUT237

✓

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 OUT225

✓

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

Passed

IN3 788 OUT210

–

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 209

✓

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 OUT316

✓

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 OUT34

✓

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 OUT183

✓

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 OUT377

✓

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 OUT38

✓

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 OUT35

✓

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 OUT23

✓

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 OUT74

✓

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 OUT24

✓

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 OUT92

Tool Calling - Irrelevance: Cooking, Currency & Markets 7 passed1 failed

87.5%

IN29 222 OUT1 606

×

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

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

Failed

IN6 510 OUT137

✓

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 OUT192

✓

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 OUT162

✓

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 OUT66

✓

NoToolForHowToBoilAnEggBFCL/irrelevance_212: best WAY to boil an egg asked; only a boiling-TIME calculator available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN3 245 OUT130

✓

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 OUT652

✓

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 OUT197

✓

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 OUT70

Tool Calling - Irrelevance: Dates & Elements 10 passed

100.0%

IN36 290 OUT1 320

✓

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 OUT386

✓

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 OUT115

✓

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

Passed

IN3 628 OUT90

✓

NoToolForMuseumVisitFrequencyBFCL/irrelevance_160: museum member visit frequency asked; only a single most-frequent-visitor lookup is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN3 633 OUT128

✓

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 OUT77

✓

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 OUT267

✓

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 OUT100

✓

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 OUT80

✓

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 OUT48

✓

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 OUT29

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

100.0%

IN34 065 OUT1 030

✓

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 OUT38

✓

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

Passed

IN3 402 OUT121

✓

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 OUT183

✓

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 OUT86

✓

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 OUT121

✓

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 OUT116

✓

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 OUT287

✓

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 OUT44

✓

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 OUT915

✓

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 OUT64

✓

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 OUT68

✓

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 OUT10

✓

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 OUT212

✓

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 OUT24

✓

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 OUT28

✓

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 OUT330

✓

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 OUT22

✓

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 OUT157

Tool Calling - Irrelevance: Finance & Economics 8 passed

100.0%

IN26 842 OUT833

✓

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 OUT36

✓

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 OUT139

✓

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 OUT54

✓

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 OUT399

✓

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 OUT21

✓

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 OUT26

✓

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 OUT87

✓

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 OUT71

Tool Calling - Irrelevance: Finance Near-Matches 9 passed

100.0%

IN30 939 OUT1 514

✓

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 OUT50

✓

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 OUT59

✓

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 OUT167

✓

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 OUT23

✓

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 OUT125

✓

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 OUT222

✓

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 OUT52

✓

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 OUT755

✓

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 OUT61

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

100.0%

IN10 840 OUT261

✓

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 OUT101

✓

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 OUT111

✓

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 OUT10

–

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 OUT39

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

87.5%

IN30 628 OUT1 090

✓

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 OUT68

✓

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 OUT85

✓

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 OUT91

✓

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

Passed

IN3 395 OUT32

✓

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

Passed

IN3 399 OUT203

–

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 OUT300

✓

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 OUT131

×

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

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

Failed

IN6 843 OUT180

Tool Calling - Irrelevance: Legal & Case Lookup 10 passed

100.0%

IN35 527 OUT1 341

✓

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 OUT74

✓

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 OUT83

✓

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 OUT42

✓

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 OUT212

✓

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 OUT107

✓

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 OUT27

✓

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 OUT74

✓

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 OUT35

✓

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 OUT47

✓

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 OUT640

Tool Calling - Irrelevance: Math & Science Distractors 8 passed

100.0%

IN25 252 OUT530

✓

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 OUT117

✓

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 OUT51

✓

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

Passed

IN3 146 OUT55

✓

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

Passed

IN3 164 OUT67

✓

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 OUT39

✓

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 OUT60

✓

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 OUT33

✓

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 OUT108

Tool Calling - Irrelevance: Math & Statistics 5 passed1 failed

83.3%

IN21 300 OUT1 079

✓

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 OUT45

✓

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 OUT170

✓

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 OUT21

×

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

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

Failed

IN6 256 OUT561

✓

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 OUT267

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

100.0%

IN20 464 OUT695

✓

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 OUT47

✓

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 OUT76

✓

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 OUT60

–

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 OUT278

–

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 OUT173

–

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 OUT61

Tool Calling - Irrelevance: Mixed Distractors 8 passed

100.0%

IN26 008 OUT681

✓

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 OUT70

✓

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 OUT41

✓

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 OUT240

✓

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 OUT164

✓

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 OUT57

✓

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 OUT49

✓

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 OUT53

✓

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

Passed

IN3 256 OUT7

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

100.0%

IN35 428 OUT1 116

✓

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 OUT211

✓

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 OUT42

✓

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 OUT29

✓

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 OUT40

✓

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 OUT16

✓

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 OUT225

✓

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 OUT243

✓

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 OUT182

✓

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

Passed

IN3 538 OUT23

✓

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

Passed

IN3 541 OUT105

Tool Calling - Irrelevance: Music Theory & Lookup 8 passed

100.0%

IN25 588 OUT655

✓

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 OUT39

✓

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 OUT43

✓

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 OUT104

✓

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 OUT13

✓

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 OUT238

✓

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 OUT81

✓

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 OUT85

✓

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 OUT52

Tool Calling - Irrelevance: Probability & Legal 5 passed

100.0%

IN14 007 OUT634

✓

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 OUT84

✓

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 OUT34

✓

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 OUT83

✓

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 OUT72

✓

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

Passed

IN2 797 OUT361

Tool Calling - Irrelevance: Recipes & Cooking 8 passed1 skipped

100.0%

IN27 658 OUT1 497

✓

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 OUT116

✓

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 OUT80

✓

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

Passed

IN3 453 OUT848

✓

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 OUT65

✓

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 OUT214

✓

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 OUT28

✓

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 OUT80

✓

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 OUT66

–

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

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

Skipped

IN0 OUT0

Tool Calling - Irrelevance: Restaurants & Travel 8 passed

100.0%

IN26 531 OUT1 008

✓

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 OUT96

✓

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 OUT47

✓

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 OUT80

✓

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 OUT63

✓

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 OUT108

✓

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 OUT305

✓

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 OUT58

✓

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

Passed

IN3 322 OUT251

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

100.0%

IN35 708 OUT1 291

✓

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 OUT45

✓

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 OUT74

✓

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 OUT116

✓

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 OUT70

✓

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 OUT52

✓

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 OUT110

✓

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 OUT277

✓

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 OUT84

✓

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 OUT430

✓

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 OUT33

Tool Calling - Irrelevance: Sports & Games (set 2) 9 passed

100.0%

IN31 213 OUT624

✓

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 OUT115

✓

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 OUT17

✓

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 OUT62

✓

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 OUT64

✓

NoToolForHaloPlayerRankBFCL/irrelevance_203: a player's RANK asked; only a player-SCORE lookup is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN3 470 OUT128

✓

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 OUT32

✓

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 OUT56

✓

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 OUT100

✓

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 OUT50

Tool Calling - Irrelevance: Sports Statistics 9 passed

100.0%

IN31 578 OUT691

✓

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 OUT66

✓

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 OUT77

✓

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 OUT186

✓

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 0 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN3 508 OUT54

✓

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 OUT177

✓

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 OUT15

✓

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 OUT24

✓

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 OUT61

✓

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 OUT31

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

100.0%

IN7 742 OUT214

✓

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 OUT119

–

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 OUT25

✓

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 OUT70

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

100.0%

IN36 637 OUT1 323

✓

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 OUT105

✓

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 OUT75

✓

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 OUT56

✓

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 OUT61

✓

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 OUT94

✓

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 OUT114

✓

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 OUT34

✓

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 OUT115

✓

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 OUT373

✓

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 OUT296

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

90.0%

IN75 779 OUT2 703

–

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 OUT212

✓

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 OUT257

✓

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 812 OUT453

×

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

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

Failed

IN7 569 OUT241

✓

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 OUT241

✓

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 524 OUT311

✓

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

Passed

IN7 626 OUT292

✓

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

Passed

IN7 475 OUT191

✓

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 OUT167

✓

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 OUT338

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

100.0%

IN120 519 OUT4 816

✓

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 812 OUT457

✓

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 OUT491

✓

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

IN17 037 OUT410

✓

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 OUT381

✓

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 OUT296

✓

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 912 OUT393

✓

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 OUT340

✓

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 442 OUT283

✓

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 579 OUT383

✓

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 OUT272

✓

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 753 OUT497

✓

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 OUT332

✓

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 OUT281

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

92.9%

IN125 909 OUT4 634

✓

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 OUT268

✓

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 OUT334

✓

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 OUT360

✓

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 OUT237

✓

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 OUT384

✓

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

Passed

IN8 972 OUT220

✓

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 068 OUT378

×

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

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

Failed

IN9 033 OUT383

✓

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 900 OUT258

✓

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 775 OUT263

✓

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 OUT228

✓

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 OUT326

✓

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 OUT762

✓

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 OUT233

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

100.0%

IN91 728 OUT4 080

✓

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 866 OUT393

✓

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 OUT437

✓

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 OUT512

✓

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 OUT390

✓

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

IN11 785 OUT372

✓

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 OUT513

✓

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 OUT144

✓

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 OUT276

✓

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 OUT514

✓

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 OUT201

✓

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 OUT328

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

100.0%

IN114 970 OUT3 663

✓

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 OUT244

✓

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 OUT293

✓

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 OUT337

✓

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 OUT267

✓

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 OUT211

✓

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

IN12 678 OUT343

✓

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 OUT436

✓

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 562 OUT286

✓

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 OUT261

✓

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 OUT342

✓

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 OUT187

✓

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 OUT209

✓

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 OUT247

Tool Calling - Parallel Calls: Legal, History & Environment 13 passed1 skipped

100.0%

IN117 820 OUT3 811

✓

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 OUT227

✓

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 OUT276

✓

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 OUT280

✓

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 992 OUT478

✓

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

Passed

IN9 050 OUT275

–

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 078 OUT240

✓

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 OUT214

✓

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 OUT154

✓

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 OUT344

✓

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 OUT233

✓

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 OUT172

✓

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 OUT279

✓

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 OUT639

Tool Calling - Parallel Calls: Markets & Environment 13 passed

100.0%

IN114 827 OUT5 277

✓

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 OUT305

✓

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 OUT233

✓

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 738 OUT702

✓

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 OUT368

✓

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 OUT530

✓

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 OUT360

✓

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 OUT403

✓

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 OUT310

✓

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 OUT531

✓

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 OUT398

✓

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 931 OUT403

✓

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 OUT294

✓

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 OUT440

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

92.3%

IN104 077 OUT3 299

✓

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 OUT263

✓

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 OUT250

✓

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 OUT399

×

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

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

Failed

IN7 908 OUT232

✓

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 OUT418

✓

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 OUT201

✓

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 OUT400

✓

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 OUT141

✓

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

Passed

IN7 936 OUT157

✓

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 OUT181

✓

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 OUT193

✓

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 OUT328

✓

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 OUT136

Tool Calling - Parallel Calls: Mathematics & Physics (set 2) 11 passed2 failed

84.6%

IN117 119 OUT4 150

✓

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 OUT312

✓

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 OUT330

✓

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 OUT293

✓

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 OUT385

×

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 3 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

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

Failed

IN12 625 OUT529

✓

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 OUT297

✓

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 OUT175

✓

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 OUT274

✓

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 OUT145

×

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 5 tool callscategory:ToolCallinglevel:Hardsource:BFCL

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

Failed

IN13 308 OUT786

✓

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 OUT197

✓

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 OUT215

✓

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 OUT212

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

100.0%

IN98 319 OUT3 413

✓

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 OUT245

✓

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 OUT184

✓

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 OUT367

✓

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 OUT313

✓

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 OUT256

✓

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

Passed

IN8 085 OUT183

✓

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 OUT244

✓

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 OUT155

✓

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 OUT599

✓

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

Passed

IN8 091 OUT238

✓

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 OUT421

✓

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 116 OUT208

Tool Calling - Parallel Calls: Mixed Domains 9 passed1 failed

90.0%

IN73 598 OUT2 530

✓

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 280 OUT181

✓

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 OUT223

✓

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

Passed

IN7 342 OUT203

✓

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 OUT308

✓

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 OUT322

✓

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

Passed

IN7 558 OUT333

×

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

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

Failed

IN7 346 OUT253

✓

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 420 OUT275

✓

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 319 OUT273

✓

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 OUT159

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

100.0%

IN102 106 OUT3 710

✓

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 OUT208

✓

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

Passed

IN8 570 OUT366

✓

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 589 OUT344

✓

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 OUT237

✓

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 OUT316

✓

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 427 OUT294

✓

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 OUT257

✓

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 OUT420

✓

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 OUT318

✓

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 OUT364

✓

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 OUT268

✓

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 OUT318

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

84.6%

IN111 921 OUT4 504

✓

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 OUT251

✓

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 OUT164

×

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

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

Failed

IN8 413 OUT228

✓

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 OUT207

✓

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 OUT656

×

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

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

Failed

IN8 754 OUT419

✓

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 OUT260

✓

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 OUT308

✓

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 OUT349

✓

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 OUT272

✓

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 OUT699

✓

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 OUT372

✓

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

Passed

IN8 567 OUT319

Tool Calling - Parallel Calls: Physical & Life Sciences (set 3) 11 passed2 failed

84.6%

IN108 327 OUT4 314

×

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 0 tool callscategory:ToolCallinglevel:VeryHardsource:BFCL

Assertion expression evaluated to false: response.ToolCalls.Count == expectedCount Values: response.ToolCalls.Count = 0 expectedCount = 6

Failed

IN4 193 OUT133

✓

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 OUT403

✓

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 OUT327

✓

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 OUT202

✓

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 850 OUT354

×

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 2 tool callscategory:ToolCallinglevel:Hardsource:BFCL

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

Failed

IN8 547 OUT370

✓

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 OUT371

✓

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 OUT710

✓

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 OUT243

✓

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 OUT299

✓

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 OUT267

✓

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 OUT305

✓

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 OUT330

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

91.7%

IN98 557 OUT3 316

✓

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 422 OUT438

✓

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 OUT171

✓

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 271 OUT313

✓

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 276 OUT337

×

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

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

Failed

IN8 266 OUT343

✓

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 OUT321

✓

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 OUT174

✓

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

Passed

IN8 172 OUT230

✓

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 OUT239

✓

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 OUT208

✓

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 OUT235

✓

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 403 OUT307

Tool Calling - Parallel Calls: Statistics & Finance 13 passed

100.0%

IN122 197 OUT4 972

✓

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 OUT327

✓

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

IN13 532 OUT406

✓

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 OUT491

✓

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 OUT361

✓

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 OUT410

✓

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 OUT364

✓

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 OUT426

✓

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 OUT283

✓

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 OUT330

✓

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 OUT430

✓

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 OUT275

✓

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 926 OUT302

✓

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 242 OUT567

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

100.0%

IN50 817 OUT1 310

✓

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 OUT127

✓

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 OUT82

✓

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 OUT200

✓

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 OUT85

✓

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 OUT115

✓

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 OUT128

✓

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 OUT474

✓

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 OUT99

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

100.0%

IN50 567 OUT1 087

✓

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 OUT112

✓

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 OUT121

✓

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

Passed

IN6 311 OUT107

✓

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 OUT118

✓

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 OUT92

✓

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 OUT205

✓

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 OUT138

✓

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 OUT194

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

100.0%

IN60 256 OUT1 078

✓

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 709 OUT98

✓

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 OUT200

✓

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 OUT104

✓

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 OUT144

✓

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 OUT72

✓

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 OUT117

✓

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 OUT116

✓

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 OUT97

✓

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 OUT130

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

100.0%

IN56 964 OUT1 063

✓

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 OUT117

✓

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

Passed

IN6 313 OUT86

✓

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 OUT87

✓

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 OUT122

✓

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

Passed

IN6 321 OUT133

✓

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 OUT151

✓

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 OUT100

✓

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

Passed

IN6 370 OUT139

✓

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

Passed

IN6 329 OUT128

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

100.0%

IN57 677 OUT1 383

✓

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

Passed

IN6 388 OUT132

✓

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

Passed

IN6 416 OUT82

✓

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 OUT121

✓

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 413 OUT90

✓

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 OUT177

✓

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 OUT191

✓

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 OUT87

✓

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 400 OUT170

✓

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 OUT333

Tool Calling - Simple: Arts, Venues & Music (set 6) 5 passed2 failed

71.4%

IN41 910 OUT779

✓

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 OUT118

✓

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 OUT96

×

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

Assertion expression evaluated to false: (args.location?.ToLower()).AnyOf(["new york city, ny"])

Failed

IN5 983 OUT128

✓

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 OUT105

×

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

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

Failed

IN5 985 OUT155

✓

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 OUT80

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

87.5%

IN51 798 OUT1 355

✓

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

Passed

IN6 470 OUT88

✓

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

Passed

IN6 470 OUT163

×

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

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

Failed

IN6 465 OUT198

✓

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 OUT156

✓

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 OUT124

✓

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 OUT431

✓

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 OUT107

✓

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 477 OUT1 066

✓

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 OUT113

✓

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

Passed

IN7 053 OUT106

✓

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 OUT156

✓

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 OUT124

✓

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 OUT134

✓

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 OUT84

✓

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

Passed

IN7 045 OUT78

×

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

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

Failed

IN7 077 OUT141

✓

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 OUT130

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

100.0%

IN51 997 OUT1 048

✓

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 OUT192

✓

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 OUT151

✓

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

Passed

IN6 487 OUT81

✓

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

Passed

IN6 476 OUT89

✓

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 OUT151

✓

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 OUT143

✓

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

Passed

IN6 493 OUT144

✓

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

Passed

IN6 501 OUT97

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

100.0%

IN42 018 OUT1 254

✓

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

Passed

IN6 004 OUT81

✓

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

Passed

IN6 010 OUT109

✓

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

Passed

IN5 999 OUT96

✓

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 OUT554

✓

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

Passed

IN6 006 OUT101

✓

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

Passed

IN6 002 OUT93

✓

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 OUT220

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

100.0%

IN35 490 OUT919

✓

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 OUT139

✓

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

Passed

IN5 963 OUT202

✓

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 OUT147

✓

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

Passed

IN5 912 OUT144

✓

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 952 OUT202

Tool Calling - Simple: Food, Travel & Shopping (set 6) 4 passed1 failed

80.0%

IN27 833 OUT816

✓

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

Passed

IN5 558 OUT82

✓

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 OUT182

×

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

Assertion expression evaluated to false: (args.source_currency?.ToLower()).AnyOf(["gbp", "british pounds", "pounds sterling"])

Failed

IN5 545 OUT84

✓

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 OUT159

✓

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

Passed

IN5 560 OUT309

Tool Calling - Simple: Food, Travel & Shopping (set 7) 3 passed1 failed

75.0%

IN20 861 OUT532

✓

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 OUT205

×

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

Assertion expression evaluated to false: args.maxCalories == 500 Values: args.maxCalories = 499

Failed

IN5 197 OUT122

✓

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 OUT111

✓

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 OUT94

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

66.7%

IN14 610 OUT443

×

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

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

Failed

IN4 852 OUT108

✓

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 OUT144

✓

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 OUT191

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

100.0%

IN69 323 OUT1 063

✓

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

Passed

IN6 927 OUT111

✓

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

Passed

IN6 918 OUT123

✓

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 OUT161

✓

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 923 OUT70

✓

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 OUT99

✓

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 OUT107

✓

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 OUT105

✓

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

Passed

IN6 940 OUT103

✓

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 OUT105

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

90.0%

IN68 986 OUT1 083

✓

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 OUT136

×

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 OUT101

✓

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 OUT122

✓

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

Passed

IN6 911 OUT90

✓

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

Passed

IN6 890 OUT157

✓

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

Passed

IN6 898 OUT78

✓

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 OUT152

✓

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 OUT113

✓

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 OUT63

✓

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 OUT71

Tool Calling - Simple: Knowledge, Places & History (set 3) 9 passed1 failed

90.0%

IN72 378 OUT877

✓

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 OUT75

✓

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 OUT79

✓

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 OUT132

✓

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 OUT77

✓

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 OUT69

✓

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 OUT74

✓

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

Passed

IN7 203 OUT61

✓

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

Passed

IN7 280 OUT106

✓

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 OUT91

×

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

Assertion expression evaluated to false: args.genre.ToLower() == "rock"

Failed

IN7 235 OUT113

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

100.0%

IN71 846 OUT1 387

✓

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 OUT166

✓

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 217 OUT164

✓

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 OUT164

✓

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 OUT118

✓

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 OUT126

✓

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 OUT206

✓

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 OUT175

✓

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 OUT103

✓

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 OUT72

✓

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

Passed

IN7 182 OUT93

Tool Calling - Simple: Knowledge, Places & History (set 5) 9 passed1 failed

90.0%

IN77 392 OUT1 368

✓

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 320 OUT261

✓

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 OUT108

✓

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 OUT141

✓

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 OUT108

✓

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 OUT83

✓

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 OUT124

✓

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

Passed

IN7 301 OUT131

×

SimpleRelativityInventionBFCL/simple_python_248 (science_history.get_invention): invention_name=theory of relativity, want_year=true.1 AI query 2 tool callscategory:ToolCallinglevel:Easysource:BFCL

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

Failed

IN11 567 OUT160

✓

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 OUT135

✓

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 OUT117

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

90.0%

IN73 048 OUT1 575

✓

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 OUT116

✓

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 OUT99

×

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

Assertion expression evaluated to false: args.rate == 0.03 Values: args.rate = 3

Failed

IN7 324 OUT359

✓

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 OUT141

✓

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 OUT147

✓

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 OUT98

✓

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 OUT190

✓

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 OUT121

✓

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 OUT197

✓

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 OUT107

Tool Calling - Simple: Law, Finance & Records (set 2) 8 passed2 failed

80.0%

IN70 863 OUT1 265

✓

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 OUT127

×

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

Assertion expression evaluated to false: (args.location?.ToLower()).AnyOf(["los angeles", "los angeles, california"])

Failed

IN7 076 OUT170

×

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.fee == 400 Values: args.fee = 399

Failed

IN7 086 OUT112

✓

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 OUT148

✓

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 OUT102

✓

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 OUT152

✓

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

Passed

IN7 063 OUT88

✓

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 OUT145

✓

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 OUT128

✓

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 OUT93

Tool Calling - Simple: Law, Finance & Records (set 3) 9 passed1 failed

90.0%

IN71 841 OUT1 442

✓

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 OUT121

✓

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 OUT378

✓

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 OUT117

✓

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 OUT98

✓

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 198 OUT161

✓

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 OUT98

✓

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 OUT97

×

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

Assertion expression evaluated to false: (args.status?.ToLower()).AnyOf([null, "", "all"])

Failed

IN7 182 OUT111

✓

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 OUT107

✓

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 OUT154

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

100.0%

IN73 606 OUT1 614

✓

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 OUT354

✓

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 OUT117

✓

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 OUT147

✓

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 323 OUT101

✓

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 OUT99

✓

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 OUT103

✓

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 OUT193

✓

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 449 OUT161

✓

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 OUT144

✓

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 OUT195

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

100.0%

IN72 153 OUT1 937

✓

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 OUT296

✓

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 OUT138

✓

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 OUT117

✓

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 OUT113

✓

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 OUT107

✓

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 OUT179

✓

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

Passed

IN7 202 OUT82

✓

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 OUT215

✓

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 OUT574

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

100.0%

IN4 012 OUT77

✓

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

Passed

IN4 012 OUT77

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

100.0%

IN3 970 OUT59

✓

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 970 OUT59

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 063 OUT113

✓

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 063 OUT113

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

66.7%

IN14 749 OUT262

✓

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 OUT74

×

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 OUT104

✓

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 OUT84

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

100.0%

IN13 964 OUT242

✓

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

Passed

IN4 630 OUT57

✓

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 OUT80

✓

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 OUT105

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

100.0%

IN15 112 OUT379

✓

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

Passed

IN5 009 OUT64

✓

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 OUT215

✓

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 OUT100

Tool Calling - Simple: Live Assistants, Weather & Devices (set 12) 2 passed1 failed

66.7%

IN17 202 OUT307

✓

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 OUT75

✓

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 OUT146

×

SimpleWeatherQuintanaRooBFCL/live_simple_19-3-15 (get_current_weather): location='Quintana Roo, Mexico', unit=celsius.1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

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

Failed

IN7 042 OUT86

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 OUT190

✓

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 OUT110

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

100.0%

IN9 608 OUT239

✓

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 OUT170

✓

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

Passed

IN4 762 OUT69

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

100.0%

IN8 722 OUT248

✓

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 OUT96

✓

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 OUT152

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

100.0%

IN14 609 OUT340

✓

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 OUT126

✓

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 OUT137

✓

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 OUT77

Tool Calling - Simple: Live Assistants, Weather & Devices (set 17) 3 passed

100.0%

IN13 894 OUT238

✓

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

Passed

IN4 594 OUT62

✓

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

Passed

IN4 596 OUT63

✓

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

Passed

IN4 704 OUT113

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

100.0%

IN14 705 OUT253

✓

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 922 OUT94

✓

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 OUT81

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

100.0%

IN14 718 OUT377

✓

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 907 OUT96

✓

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 OUT144

✓

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 OUT137

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

100.0%

IN14 591 OUT285

✓

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 OUT112

✓

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 OUT102

✓

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

Passed

IN4 842 OUT71

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

100.0%

IN15 204 OUT335

✓

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

Passed

IN5 045 OUT73

✓

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

Passed

IN5 107 OUT150

✓

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 OUT112

Tool Calling - Simple: Live Assistants, Weather & Devices (set 6) 2 passed1 failed

66.7%

IN15 239 OUT350

×

SimpleThinqCoolAirCleanStartBFCL/live_simple_45-18-1 (ThinQ_Connect): airCleanOperationMode=START, airConOperationMode=POWER_ON, coolTargetTemperature=20. NOTE: tool flattened to nullable top-level params (see struct comment) to avoid forced-retry Count>1. airCleanOperationMode "air cleaning on" broadened (start|on|power_on). airConOperationMode=POWER_ON and coolTargetTemperature=20 kept strict — both fair GT. EXPECTED MODEL MISS: 27B gets job-mode + air-clean START + temp, but omits airConOperationMode=POWER_ON.1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

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

Failed

IN5 097 OUT103

✓

SimpleUberPlusBakerBFCL/live_simple_3-2-1 (uber.ride): loc='221B Baker Street, Berkeley, CA, USA', type=plus, time=600.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN5 109 OUT172

✓

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 OUT75

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

100.0%

IN15 250 OUT445

✓

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 OUT191

✓

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 065 OUT158

✓

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 OUT96

Tool Calling - Simple: Live Assistants, Weather & Devices (set 8) 2 passed1 failed

66.7%

IN15 078 OUT432

×

SimpleThinqCoolScheduledBFCL/live_simple_51-23-0 (ThinQ_Connect): COOL, HIGH wind, POWER_ON, power-save on, target 22C, start in 1h30m. NOTE: tool flattened to nullable top-level params (see struct comment) to avoid forced-retry Count>1. airConOperationMode=POWER_ON kept strict ("Start in 1h30m" schedules a power-on). EXPECTED MODEL MISS: 27B gets job-mode COOL + wind + power-save + temp + schedule, but omits airConOperationMode=POWER_ON.1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

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

Failed

IN5 100 OUT153

✓

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 OUT135

✓

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 OUT144

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

66.7%

IN14 069 OUT536

✓

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 OUT72

×

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

Assertion expression evaluated to false: (args.items[0].ToLower()).AnyOf(["麦辣鸡腿堡"])

Failed

IN4 724 OUT180

✓

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 OUT284

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

90.0%

IN76 120 OUT1 160

✓

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 OUT229

✓

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 OUT103

✓

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 OUT113

✓

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

Passed

IN7 570 OUT74

✓

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 OUT190

✓

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 OUT98

✓

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 OUT79

✓

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 OUT77

×

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 OUT85

✓

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 OUT112

Tool Calling - Simple: Live Media, Weather & Data (set 3) 9 passed1 failed

90.0%

IN71 643 OUT950

✓

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 OUT206

✓

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

Passed

IN7 141 OUT84

×

SimpleLogFoodChaiTeaBFCL/live_simple_88-49-0 (log_food): food_name='chai tea', portion_amount=16.0, portion_unit='ounces', meal_name='snack'.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

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

Failed

IN7 200 OUT90

✓

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 OUT80

✓

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 OUT99

✓

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 OUT77

✓

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 OUT64

✓

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 OUT78

✓

SimpleTodoManagerDeleteGymBFCL/live_simple_56-26-0 (todo_manager.handle_action): type='delete', content='go to gym'.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 136 OUT72

✓

SimpleTranslateEnglishFrenchBFCL/live_simple_76-37-0 (language_translator.translate): source='en', target='fr', text='What is your name?'.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 167 OUT100

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

100.0%

IN53 340 OUT942

✓

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 346 OUT180

✓

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

Passed

IN5 388 OUT59

✓

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 OUT167

✓

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 OUT111

✓

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 OUT70

✓

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 OUT69

✓

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

Passed

IN5 295 OUT70

✓

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 OUT75

✓

SimpleTodoDeleteRaviBFCL/live_simple_62-29-2 (todo): type='delete', content='ravi'.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN5 297 OUT66

Tool Calling - Simple: Live Movies, Music & Booking (set 1) 3 passed

100.0%

IN14 609 OUT283

✓

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 OUT145

✓

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 OUT83

✓

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

Passed

IN4 832 OUT55

Tool Calling - Simple: Live Movies, Music & Booking (set 10) 2 passed1 failed

66.7%

IN12 999 OUT272

×

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 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

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

Failed

IN2 592 OUT39

✓

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 OUT108

✓

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 OUT125

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

100.0%

IN14 968 OUT293

✓

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 OUT165

✓

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

Passed

IN4 958 OUT61

✓

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 OUT67

Tool Calling - Simple: Live Movies, Music & Booking (set 12) 3 passed

100.0%

IN14 674 OUT595

✓

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 OUT164

✓

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 OUT44

✓

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 OUT387

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

100.0%

IN15 220 OUT431

✓

SimpleAclRetrieveProjectsBFCL/live_simple_248-130-0 (acl_api.AclApi.retrieve_projects): uuid='12', excludeInactive=true, onlyRoot=true.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN5 058 OUT84

✓

SimpleBookFlightNewYorkToParisBFCL/live_simple_234-123-1 (book_flight): departure_location='New York, NY', departure_time='20/06/2022 17:00', return_time omitted.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN5 108 OUT224

✓

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 OUT123

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

100.0%

IN14 848 OUT366

✓

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 OUT113

✓

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 OUT68

✓

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 OUT185

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

100.0%

IN9 308 OUT270

✓

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 OUT148

✓

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 OUT122

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

100.0%

IN4 602 OUT98

✓

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 OUT98

–

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 OUT366

✓

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 OUT249

✓

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 OUT117

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

100.0%

IN8 971 OUT185

✓

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 OUT129

✓

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 654 OUT239

✓

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 915 OUT114

✓

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 OUT68

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

100.0%

IN15 219 OUT404

✓

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 OUT198

✓

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 OUT121

✓

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 OUT85

Tool Calling - Simple: Live Movies, Music & Booking (set 4) 2 passed1 failed

66.7%

IN15 214 OUT345

✓

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 101 OUT139

×

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 OUT137

✓

SimpleSpotifyWreckingBallBFCL/live_simple_237-125-0 (play_spotify_song): query='track:Wrecking Ball artist:Miley Cyrus', device_id/play default. NOTE: GT accepts only the structured 'track:.. artist:..' form (kept strict). The 27B occasionally drops the format (e.g. "wrecking ball Miley Cyrus") -> legit intermittent miss (kept as signal).1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN5 038 OUT69

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

100.0%

IN15 152 OUT382

✓

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 OUT142

✓

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 OUT87

✓

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 OUT153

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

100.0%

IN15 172 OUT329

✓

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 060 OUT160

✓

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 OUT62

✓

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 OUT107

Tool Calling - Simple: Live Movies, Music & Booking (set 7) 2 passed1 failed

66.7%

IN14 995 OUT293

✓

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 OUT138

×

SimpleSpotifyBabySharkBFCL/live_simple_240-125-3 (play_spotify_song): query='Baby Shark' (artist unknown).1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Assertion expression evaluated to false: args.play.AnyOf([null, true]) Values: args.play = false

Failed

IN4 967 OUT75

✓

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 OUT80

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

100.0%

IN14 924 OUT305

✓

SimpleMoviesFantasyTonightBFCL/live_simple_215-117-7 (Movies_3_FindMovies): genre='Fantasy', director/cast dontcare.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN4 972 OUT104

✓

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 963 OUT80

✓

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 OUT121

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

66.7%

IN15 588 OUT308

×

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 221 OUT113

✓

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 OUT102

✓

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 OUT93

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

100.0%

IN18 950 OUT505

✓

SimpleExtractChesterJaneBFCL/live_simple_189-114-0 (extractor.extract_information): [Chester,42],[Jane,43] (Jane a year older).1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN4 784 OUT160

✓

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 OUT69

✓

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 OUT155

✓

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 OUT121

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

77.8%

IN41 512 OUT803

✓

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 OUT59

✓

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 OUT52

✓

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 OUT65

✓

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 OUT62

✓

SimpleCmdListCDriveBFCL/live_simple_170-99-4 (cmd_controller.execute): list C drive -> 'dir C:\'.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN4 568 OUT58

×

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 665 OUT94

✓

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 OUT57

✓

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 OUT106

×

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 OUT250

Tool Calling - Simple: Live Services, Weather & Commands (set 11) 3 passed1 failed

75.0%

IN19 733 OUT746

✓

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 OUT165

✓

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 OUT121

✓

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 OUT194

×

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

Assertion expression evaluated to false: (args.end_available_date ?? "").AnyOfContains(["2024-03-12", "2024-12-03"])

Failed

IN4 873 OUT266

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

100.0%

IN9 442 OUT229

✓

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 867 OUT135

✓

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 OUT94

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

100.0%

IN13 702 OUT348

✓

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 OUT95

✓

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 OUT101

✓

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 OUT152

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

50.0%

IN9 779 OUT309

×

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 896 OUT175

✓

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 OUT134

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

100.0%

IN13 131 OUT271

✓

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 366 OUT83

✓

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 OUT86

✓

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 OUT102

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

66.7%

IN13 084 OUT325

✓

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 OUT74

×

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 OUT128

✓

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 OUT123

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

100.0%

IN17 419 OUT470

✓

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 OUT95

✓

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 OUT151

✓

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 OUT90

✓

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 OUT134

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

100.0%

IN13 221 OUT287

✓

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 OUT83

✓

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 OUT118

✓

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 OUT86

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

100.0%

IN13 406 OUT344

✓

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 470 OUT143

✓

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 OUT113

✓

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 OUT88

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

100.0%

IN13 733 OUT407

✓

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 OUT122

✓

SimpleWeatherBerkeleySaturdayBFCL/live_simple_205-116-13 (Weather_1_GetWeather): city=Berkeley, upcoming Saturday (today Tue 2023-04-25) -> 2023-04-29.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN4 568 OUT137

✓

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 OUT148

Tool Calling - Simple: Live Services, Weather & Commands (set 8) 2 passed1 failed

66.7%

IN13 834 OUT405

✓

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 OUT146

×

SimpleWeatherLondonBFCL/live_simple_206-116-14 (Weather_1_GetWeather): city=London (prompt 'London, England'), date=2023-03-05.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

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

Failed

IN4 597 OUT139

✓

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 OUT120

Tool Calling - Simple: Live Services, Weather & Commands (set 9) 5 passed1 failed

83.3%

IN27 863 OUT528

✓

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 OUT78

×

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

Assertion expression evaluated to false: (args.command?.ToLower()).AnyOf(["dir c:", "dir c:\\", "dir c:\\\\"])

Failed

IN4 645 OUT102

✓

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 OUT56

✓

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 OUT60

✓

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

Passed

IN4 638 OUT64

✓

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 OUT168

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

100.0%

IN13 913 OUT512

✓

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 615 OUT139

✓

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

Passed

IN4 580 OUT116

✓

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 718 OUT257

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

100.0%

IN19 628 OUT452

✓

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 OUT75

✓

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 OUT192

✓

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 OUT109

✓

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

Passed

IN4 875 OUT76

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

100.0%

IN20 039 OUT798

✓

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 OUT58

✓

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 OUT423

✓

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 OUT189

✓

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 OUT128

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

100.0%

IN21 327 OUT516

✓

SimpleCmdDirDAndEchoBFCL/live_simple_152-95-9 (cmd_controller.execute): 'dir D:\ && echo testing.txt'.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN5 276 OUT57

✓

SimpleReqAnomaliesSummaryBFCL/live_simple_139-92-0 (requests.get): anomalies summary url ip 192.168.1.1, params fabric='network222'.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN5 403 OUT166

✓

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 OUT120

✓

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 OUT173

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

100.0%

IN14 722 OUT461

✓

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 OUT66

✓

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 042 OUT271

✓

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 OUT124

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

100.0%

IN14 106 OUT276

✓

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 OUT99

✓

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 OUT99

✓

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 OUT78

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

66.7%

IN14 479 OUT255

✓

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 836 OUT134

✓

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 OUT56

×

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) 3 passed

100.0%

IN16 120 OUT818

✓

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

Passed

IN5 045 OUT56

✓

SimpleRecordBankNineIntentsBFCL/live_simple_106-63-0 (record): classify 20 bank queries into 9 intents (2 buckets empty).1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN5 967 OUT660

✓

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 108 OUT102

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

75.0%

IN21 481 OUT743

✓

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

Passed

IN5 221 OUT107

✓

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 644 OUT337

✓

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 OUT145

×

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

Assertion expression evaluated to false: args.notify.AnyOf([null, true]) Values: args.notify = false

Failed

IN5 313 OUT154

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

100.0%

IN20 877 OUT644

✓

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 OUT63

✓

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

Passed

IN5 556 OUT410

✓

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

Passed

IN5 073 OUT56

✓

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 OUT115

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

100.0%

IN20 898 OUT514

✓

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 OUT79

✓

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

Passed

IN5 153 OUT92

✓

SimpleRecordAutoWithdrawIncomeBFCL/live_simple_109-66-0 (record): classify 5 loan/withdraw queries; outofscope empty.1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN5 361 OUT169

✓

SimpleReqInterfaceStatsNetwork1BFCL/live_simple_130-84-0 (requests.get): interfaceInfo stats, ip 192.120.45.67, Network1/node 12/pod 10/ethernet/statistics.1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN5 275 OUT174

Tool Calling - Simple: Live Shell, Classification & APIs (set 6) 3 passed1 failed

75.0%

IN21 586 OUT766

×

SimpleCmdStartHuggingfaceBFCL/live_simple_146-95-3 (cmd_controller.execute): open huggingface via start command.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Assertion expression evaluated to false: args.command.ToLower().AnyOf(["start https://huggingface.co"])

Failed

IN5 299 OUT68

✓

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 477 OUT301

✓

SimpleRecordAtmLocationOnlyBFCL/live_simple_110-67-0 (record): single query 'Need ATM location' -> atm_finder_start only.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN5 301 OUT85

✓

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 OUT312

Tool Calling - Simple: Live Shell, Classification & APIs (set 7) 2 passed1 failed

66.7%

IN14 949 OUT453

×

SimpleCmdKillTimerBFCL/live_simple_147-95-4 (cmd_controller.execute): remove timer.exe via taskkill.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Assertion expression evaluated to false: args.command.ToLower().AnyOf(["taskkill /f /im timer.exe"])

Failed

IN4 869 OUT68

✓

SimpleRecordBalanceAndAtmBFCL/live_simple_111-67-1 (record): 10 queries -> 8 balance + 2 atm; other buckets empty.1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN5 204 OUT320

✓

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 OUT65

Tool Calling - Simple: Live Shell, Classification & APIs (set 8) 3 passed

100.0%

IN14 839 OUT350

✓

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

Passed

IN4 905 OUT101

✓

SimpleRecordWeatherOutOfScopeBFCL/live_simple_112-68-0 (record): single query 'what is the weather like' -> outofscope only.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN4 968 OUT127

✓

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 OUT122

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

100.0%

IN13 883 OUT242

✓

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 OUT48

✓

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 OUT120

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

100.0%

IN88 664 OUT1 363

✓

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 OUT121

✓

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 399 OUT139

✓

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

Passed

IN7 380 OUT97

✓

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 OUT78

✓

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 OUT148

✓

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 OUT169

✓

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 OUT157

✓

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 OUT88

✓

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 OUT68

✓

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 OUT148

✓

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 OUT76

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

100.0%

IN88 354 OUT1 401

✓

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 OUT64

✓

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 OUT92

✓

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 OUT143

✓

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 OUT94

✓

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 OUT82

✓

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

Passed

IN7 331 OUT71

✓

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 OUT161

✓

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 OUT219

✓

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 OUT114

✓

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 OUT89

✓

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 OUT194

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

100.0%

IN60 254 OUT1 386

✓

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 OUT152

✓

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 OUT225

✓

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 OUT152

✓

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 OUT110

✓

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

Passed

IN6 689 OUT136

✓

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

Passed

IN6 680 OUT105

✓

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 706 OUT127

✓

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 OUT296

✓

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

Passed

IN6 680 OUT83

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

100.0%

IN59 774 OUT1 415

✓

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 OUT81

✓

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 OUT152

✓

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 OUT89

✓

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

Passed

IN6 604 OUT56

✓

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

Passed

IN6 637 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 OUT125

✓

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

Passed

IN6 642 OUT92

✓

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 OUT148

✓

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 OUT599

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

100.0%

IN51 582 OUT972

✓

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 OUT153

✓

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 OUT199

✓

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 OUT99

✓

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 OUT80

✓

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 OUT81

✓

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 OUT176

✓

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 OUT107

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

100.0%

IN107 119 OUT1 623

✓

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 230 OUT102

✓

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 OUT90

✓

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 OUT144

✓

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 OUT133

✓

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 OUT123

✓

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 294 OUT133

✓

SimpleDbFetchStudentsBFCL/simple_python_89 (db_fetch_records): database=StudentDB, table=students, conditions={department:Science, school:Bluebird High School}, fetch_limit omitted or 0.1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN8 239 OUT161

✓

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 OUT127

✓

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 228 OUT126

✓

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 323 OUT171

✓

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 OUT133

✓

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 OUT90

✓

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 OUT90

Tool Calling - Simple: Science, Data & Biology (set 2) 11 passed2 failed

84.6%

IN106 708 OUT1 839

✓

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 OUT108

✓

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 OUT194

×

SimpleDatabaseQueryConditionsBFCL/simple_python_96 (database.query): table=user, conditions=[{age,>,25},{job,=,engineer}].1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

Assertion expression evaluated to false: args.conditions[1].operation == "=" Values: args.conditions[1].operation = "=="

Failed

IN8 250 OUT154

✓

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 OUT147

✓

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 OUT152

✓

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 OUT109

✓

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 212 OUT217

✓

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 OUT95

✓

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

Passed

IN8 153 OUT93

✓

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 OUT187

✓

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 OUT143

✓

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

Passed

IN8 179 OUT77

×

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

Assertion expression evaluated to false: (args.database?.ToLower()).AnyOf([null, "", "customerinfo"])

Failed

IN8 250 OUT163

Tool Calling - Simple: Science, Data & Biology (set 3) 10 passed1 failed1 broken

83.3%

IN91 525 OUT14 689

✓

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 681 OUT123

✓

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 OUT116

✓

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 OUT305

✓

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 608 OUT96

✓

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 OUT108

✓

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 OUT94

✓

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 OUT94

✓

SimpleGetRestaurantSushiBFCL/simple_python_91 (get_restaurant): cuisine=sushi, location=Boston, condition=open on Sundays.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 618 OUT82

✓

SimpleHeatCapacityAirBFCL/simple_python_52 (calc_heat_capacity): temp=298, volume=10, gas omitted or 'air'.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 638 OUT224

✓

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 OUT91

×

SimpleOrganelleFunctionLookupBFCL/simple_python_58 (cell_biology.function_lookup): molecule=ATP synthase, organelle=mitochondria, specific_function=true.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Assertion expression evaluated to false: args.specific_function == true Values: args.specific_function = false

Failed

IN7 619 OUT166

!

SimpleProteinSequenceBFCL/simple_python_54 (get_protein_sequence): gene=BRCA1, species omitted or 'Homo sapiens'.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

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

Broken

IN7 603 OUT13 190

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

100.0%

IN94 184 OUT1 858

✓

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 OUT153

✓

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 OUT205

✓

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 OUT138

✓

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 OUT163

✓

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 OUT117

✓

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 OUT109

✓

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

Passed

IN7 817 OUT265

✓

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 OUT143

✓

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 OUT137

✓

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 OUT168

✓

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 OUT127

✓

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 OUT133

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

100.0%

IN91 977 OUT1 495

✓

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 OUT104

✓

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 OUT160

✓

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 OUT68

✓

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 OUT118

✓

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 660 OUT108

✓

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 OUT123

✓

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 OUT121

✓

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 OUT159

✓

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 844 OUT196

✓

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 OUT143

✓

SimpleSportRankingPlayerBFCL/simple_python_316 (get_sport_ranking): Tennis, Serena Williams, gender omitted/all/female.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN7 627 OUT96

✓

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 OUT99

Tool Calling - Simple: Sports & Games (set 2) 10 passed1 failed

90.9%

IN86 239 OUT1 594

×

SimpleBoardGameInfoCatanBFCL/simple_python_330 (board_game_info): Catan, {average_review_rating, age_range}.1 AI query 3 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Assertion expression evaluated to false: response.ToolCalls.Count == 1 Values: response.ToolCalls.Count = 3

Failed

IN14 847 OUT374

✓

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 OUT107

✓

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 OUT174

✓

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 OUT118

✓

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 OUT138

✓

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

Passed

IN7 108 OUT118

✓

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 172 OUT149

✓

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 OUT170

✓

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 OUT80

✓

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

Passed

IN7 109 OUT78

✓

SimpleVideoGamePlayerStatsBFCL/simple_python_343 (game_stats.fetch_player_statistics): Zelda, user Sam, platform Switch.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN7 124 OUT88

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

100.0%

IN58 106 OUT1 028

✓

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 OUT113

✓

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

Passed

IN6 450 OUT79

✓

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

Passed

IN6 451 OUT155

✓

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 OUT144

✓

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 OUT96

✓

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 OUT121

✓

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 OUT79

✓

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 OUT130

✓

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 OUT111

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

100.0%

IN41 877 OUT1 201

✓

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

Passed

IN5 958 OUT79

✓

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 OUT355

✓

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 OUT137

✓

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 OUT95

✓

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 OUT234

✓

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 OUT193

✓

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 OUT108

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

100.0%

IN40 535 OUT9 887

✓

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

Passed

IN5 776 OUT113

✓

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 OUT8 920

✓

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 816 OUT129

✓

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 OUT199

✓

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

Passed

IN5 783 OUT137

✓

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 OUT255

✓

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

Passed

IN5 795 OUT134

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

100.0%

IN20 218 OUT551

✓

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 OUT247

✓

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 OUT90

✓

SimpleCurrentTeamRankingBFCL/simple_python_322 (sports_ranking.get_current): Liverpool, Premier League, season omitted or 2023-2024.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN5 027 OUT76

✓

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

Passed

IN5 046 OUT138

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

100.0%

IN51 735 OUT1 024

✓

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 OUT114

✓

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 OUT150

✓

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 OUT144

✓

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 OUT88

✓

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 OUT118

✓

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 OUT94

✓

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 OUT220

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

100.0%

IN53 978 OUT1 339

✓

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 OUT151

✓

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 OUT137

✓

SimpleCompoundInterestFreqBFCL/simple_python_136 (compound_interest): principal=10000, annual_rate=5.0, compounding_freq=monthly, time_in_years=5.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN6 746 OUT147

✓

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 OUT270

✓

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 OUT158

✓

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 OUT85

✓

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 OUT178

✓

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 863 OUT213

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

100.0%

IN52 248 OUT1 145

✓

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 OUT136

✓

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 OUT107

✓

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 OUT131

✓

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 OUT122

✓

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 541 OUT187

✓

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 OUT174

✓

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 473 OUT94

✓

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 OUT194

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

100.0%

IN52 930 OUT1 875

✓

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 OUT158

✓

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 OUT378

✓

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 OUT93

✓

SimpleMathPowerBFCL/simple_python_105 (math.power): base=3, exponent=4, mod omitted or 1.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN6 554 OUT69

✓

SimpleNPVCashFlowsBFCL/simple_python_127 (calculate_NPV): cash_flows=[200,300,400,500], discount_rate=0.1, initial_investment=2000.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN6 680 OUT192

✓

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 OUT525

✓

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 OUT100

✓

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 785 OUT360

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

100.0%

IN53 469 OUT1 410

✓

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 685 OUT170

✓

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 OUT157

✓

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 OUT105

✓

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 OUT201

✓

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 OUT123

✓

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 786 OUT346

✓

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 OUT81

✓

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 718 OUT227

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

100.0%

IN71 523 OUT1 512

✓

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 OUT169

✓

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 OUT179

✓

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 180 OUT214

✓

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 OUT103

✓

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 OUT135

✓

SimpleMetalPriceBFCL/simple_python_141 (get_metal_price): metal=Gold, measure=ounce.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN7 100 OUT76

✓

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

Passed

IN7 121 OUT93

✓

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 OUT198

✓

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 OUT179

✓

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 OUT166

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

100.0%

IN4 539 OUT180

✓

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 OUT180

Tool Calling - Tool Selection: Art & Music 8 passed1 failed

88.9%

IN105 638 OUT1 261

✓

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

Passed

IN11 768 OUT113

✓

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

Passed

IN11 734 OUT107

×

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

Assertion expression evaluated to false: args.condition.ToLower() == "excellent"

Failed

IN11 736 OUT104

✓

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 OUT229

✓

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 OUT149

✓

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 OUT216

✓

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

Passed

IN11 701 OUT156

✓

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

Passed

IN11 721 OUT108

✓

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

Passed

IN11 729 OUT79

Tool Calling - Tool Selection: Calculators & Directories 8 passed

100.0%

IN76 825 OUT768

✓

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

Passed

IN9 595 OUT79

✓

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 613 OUT95

✓

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

Passed

IN9 584 OUT125

✓

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 OUT85

✓

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

Passed

IN9 624 OUT102

✓

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 OUT117

✓

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 OUT95

✓

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

Passed

IN9 583 OUT70

Tool Calling - Tool Selection: Finance & Legal 7 passed3 failed

70.0%

IN145 112 OUT2 039

✓

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 OUT181

✓

SelectCaseInfoToolBFCL/multiple_135 (get_case_info): retrieve case info (victim) by docket/court.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN13 152 OUT137

×

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

Assertion expression evaluated to false: args.type.ToLower() == "violent"

Failed

IN13 144 OUT109

✓

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 144 OUT111

✓

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 OUT130

×

SelectLawsuitDetailsToolBFCL/multiple_139 (lawsuit_details.find): patent lawsuit details by company/year/type.1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

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

Failed

IN19 924 OUT472

×

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 2 tool callscategory:ToolCallinglevel:Hardsource:BFCL

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

Failed

IN19 964 OUT378

✓

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

Passed

IN13 116 OUT81

✓

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

Passed

IN13 149 OUT286

✓

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 OUT154

Tool Calling - Tool Selection: Finance & Markets 8 passed

100.0%

IN82 482 OUT1 050

✓

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 OUT84

✓

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 OUT132

✓

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

Passed

IN10 289 OUT114

✓

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 OUT105

✓

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 OUT135

✓

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

Passed

IN10 328 OUT199

✓

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

Passed

IN10 320 OUT116

✓

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 OUT165

Tool Calling - Tool Selection: Food & Travel 7 passed

100.0%

IN64 581 OUT847

✓

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 OUT131

✓

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 OUT96

✓

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

Passed

IN9 245 OUT143

✓

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 OUT97

✓

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 OUT119

✓

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 OUT125

✓

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

Passed

IN9 224 OUT136

Tool Calling - Tool Selection: Games, Food & Utilities 9 passed1 failed

90.0%

IN138 031 OUT1 379

✓

SelectBestGroceryStoreToolBFCL/multiple_188 (grocery_store.find_best): best grocery store by rating/products.1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN13 836 OUT124

✓

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

Passed

IN13 795 OUT103

×

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

Assertion expression evaluated to false: args.recipe_type.ToLower() == "dessert"

Failed

IN13 806 OUT123

✓

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 OUT134

✓

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

Passed

IN13 802 OUT101

✓

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 OUT81

✓

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

Passed

IN13 804 OUT303

✓

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 OUT111

✓

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

Passed

IN13 798 OUT148

✓

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 803 OUT151

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

100.0%

IN59 011 OUT1 262

✓

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

Passed

IN8 413 OUT311

✓

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

Passed

IN8 476 OUT197

✓

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

Passed

IN8 429 OUT207

✓

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 416 OUT92

✓

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 OUT115

✓

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 OUT240

✓

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 OUT100

Tool Calling - Tool Selection: History & Knowledge 10 passed

100.0%

IN136 080 OUT2 008

✓

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

Passed

IN13 580 OUT122

✓

SelectEarliestReferenceToolBFCL/multiple_157 (get_earliest_reference): earliest reference of a person from a source.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN13 592 OUT323

✓

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

Passed

IN13 577 OUT122

✓

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 OUT101

✓

SelectHistoryKeyEventsToolBFCL/multiple_152 (history.get_key_events): key war events by country/years.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN13 631 OUT333

✓

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 OUT235

✓

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 OUT139

✓

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

Passed

IN13 643 OUT131

✓

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

Passed

IN13 594 OUT420

✓

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 OUT82

Tool Calling - Tool Selection: History, Demographics & Art 7 passed1 failed2 skipped

87.5%

IN86 025 OUT907

✓

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 OUT193

✓

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 OUT117

–

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 OUT105

✓

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

Passed

IN10 758 OUT87

–

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

Assertion expression evaluated to false: (args.period == null) || (args.period?.ToLower() == "daily") Values: args.period = "Current"

Failed

IN10 744 OUT103

✓

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

Passed

IN10 760 OUT133

✓

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

Passed

IN10 741 OUT84

✓

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 OUT85

Tool Calling - Tool Selection: Isolated Collisions: Exhibition, Hotel & Currency 2 passed1 failed

66.7%

IN21 051 OUT456

✓

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

Passed

IN7 065 OUT213

✓

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

Passed

IN6 981 OUT136

×

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

Assertion expression evaluated to false: (args.user_ratings == null) || (args.user_ratings?.ToLower() == "high") Values: args.user_ratings = "top rated"

Failed

IN7 005 OUT107

Tool Calling - Tool Selection: Knowledge & Media 10 passed

100.0%

IN117 752 OUT1 713

✓

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 OUT150

✓

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

Passed

IN11 800 OUT126

✓

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

Passed

IN11 822 OUT221

✓

SelectGameRewardsToolBFCL/multiple_26 (game_rewards.get): rewards, not scores/missions list.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN11 748 OUT89

✓

SelectGenerateSoundWaveToolBFCL/multiple_21 (generate_sound_wave): generate a sound, not play a file.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN11 809 OUT242

✓

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 OUT115

✓

SelectPlayerStatsToolBFCL/multiple_23 (basketball.player_stats.get): player stats, not game/team stats.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN11 783 OUT125

✓

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

Passed

IN11 743 OUT305

✓

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

Passed

IN11 757 OUT167

✓

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 672 OUT2 224

✓

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

Passed

IN12 155 OUT84

✓

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

Passed

IN12 191 OUT230

✓

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

Passed

IN12 142 OUT117

✓

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 OUT129

✓

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

Passed

IN12 156 OUT164

✓

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

Passed

IN12 157 OUT484

✓

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

Passed

IN12 152 OUT95

✓

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

Passed

IN12 162 OUT133

✓

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 265 OUT208

✓

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

Passed

IN12 131 OUT580

Tool Calling - Tool Selection: Local Services & Weather 9 passed

100.0%

IN86 810 OUT977

✓

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

Passed

IN9 636 OUT77

✓

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

Passed

IN9 653 OUT125

✓

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

Passed

IN9 622 OUT85

✓

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

Passed

IN9 647 OUT134

✓

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 657 OUT101

✓

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

Passed

IN9 645 OUT99

✓

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 OUT176

✓

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

Passed

IN9 638 OUT72

✓

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

Passed

IN9 651 OUT108

Tool Calling - Tool Selection: Mathematics 8 passed

100.0%

IN75 301 OUT1 032

✓

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

Passed

IN9 417 OUT113

✓

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

Passed

IN9 436 OUT376

✓

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

Passed

IN9 411 OUT114

✓

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 OUT102

✓

SelectMathLcmToolBFCL/multiple_34 (math.lcm): least common multiple, not gcd/sqrt.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN9 403 OUT73

✓

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 OUT101

✓

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

Passed

IN9 401 OUT80

✓

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

Passed

IN9 405 OUT73

Tool Calling - Tool Selection: Mathematics & Geometry 6 passed1 failed

85.7%

IN70 352 OUT798

✓

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

Passed

IN10 030 OUT84

✓

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 OUT67

×

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

Assertion expression evaluated to false: args.conditions[1].operation == "=" Values: args.conditions[1].operation = "=="

Failed

IN10 113 OUT168

✓

SelectDerivativeToolBFCL/multiple_99 (calculus.derivative): derivative at a point, not get_personality_traits.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN10 054 OUT99

✓

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 OUT74

✓

SelectSolveQuadraticToolBFCL/multiple_96 (solve_quadratic_equation): solve quadratic, not stock/portfolio tools.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN10 053 OUT207

✓

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 OUT99

Tool Calling - Tool Selection: Mixed Domains 7 passed1 skipped

100.0%

IN68 879 OUT965

✓

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

Passed

IN9 857 OUT91

✓

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 OUT174

✓

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 OUT150

✓

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

Passed

IN9 817 OUT109

✓

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 OUT243

✓

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 875 OUT144

–

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 9 passed

100.0%

IN90 260 OUT1 260

✓

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

Passed

IN10 023 OUT286

✓

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

Passed

IN10 052 OUT108

✓

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

Passed

IN10 034 OUT110

✓

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 OUT75

✓

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

Passed

IN10 036 OUT140

✓

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 OUT117

✓

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 OUT169

✓

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

Passed

IN10 028 OUT102

✓

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

Passed

IN10 032 OUT153

Tool Calling - Tool Selection: Physical Sciences 10 passed

100.0%

IN113 104 OUT1 537

✓

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 OUT112

✓

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 OUT125

✓

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

Passed

IN11 278 OUT108

✓

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 OUT180

✓

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 OUT134

✓

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 OUT161

✓

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 OUT205

✓

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 OUT201

✓

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 OUT161

✓

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 OUT150

Tool Calling - Tool Selection: Physics & Biology 11 passed2 failed

84.6%

IN202 814 OUT1 844

×

SelectCellProteinsToolBFCL/multiple_109 (cellbio.get_proteins): proteins by cell compartment, not find_exhibition / mutation lookup.1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

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

Failed

IN22 687 OUT372

✓

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

Passed

IN15 001 OUT83

✓

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

Passed

IN15 019 OUT138

✓

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 OUT158

✓

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 OUT190

✓

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 OUT88

✓

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 083 OUT167

✓

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 OUT108

×

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

Assertion expression evaluated to false: args.genotype == "AA" Values: args.genotype = "homozygous dominant"

Failed

IN15 009 OUT129

✓

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 OUT91

✓

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 OUT82

✓

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 OUT117

✓

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 OUT121

Tool Calling - Tool Selection: Sports & Card Games 9 passed1 failed

90.0%

IN142 316 OUT1 673

✓

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 OUT127

✓

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

Passed

IN13 425 OUT139

✓

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

Passed

IN13 410 OUT501

✓

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 OUT68

✓

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 OUT89

×

SelectPokerFullHouseToolBFCL/multiple_179 (poker_probability.full_house): probability of a full house (default deck/hand).1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

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

Failed

IN21 506 OUT181

✓

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 OUT135

✓

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

Passed

IN13 408 OUT129

✓

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 OUT197

✓

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 OUT107

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

100.0%

IN56 354 OUT889

✓

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 OUT106

✓

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 OUT173

✓

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 OUT145

✓

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 OUT103

✓

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 OUT285

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

100.0%

IN91 295 OUT1 275

✓

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 OUT181

✓

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 OUT117

✓

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

Passed

IN11 424 OUT145

✓

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 OUT240

✓

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 431 OUT123

✓

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 OUT213

✓

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 OUT119

✓

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 OUT137

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

87.5%

IN97 964 OUT1 079

✓

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 OUT178

✓

SelectCellProteinsToolBFCL/multiple_196 (cellbio.get_proteins): proteins in a cell compartment.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN12 216 OUT140

✓

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

Passed

IN12 235 OUT128

✓

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

Passed

IN12 238 OUT126

×

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

Assertion expression evaluated to false: args.genotype == "AA" Values: args.genotype = "homozygous dominant"

Failed

IN12 251 OUT135

✓

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 OUT113

✓

SelectMuseumHoursToolBFCL/multiple_194 (get_museum_hours): museum opening hours on a day.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN12 227 OUT117

✓

SelectMutationTypeToolBFCL/multiple_197 (mutation_type.find): gene mutation type by SNP id.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN12 250 OUT142

Tool Calling - Tool Selection: Triangle Properties 1 passed

100.0%

IN4 617 OUT190

✓

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 OUT190

Qwen 3.8 27B FP8 Instruct | Benchmark #37

Tool Calling Benchmark based on BFCL

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