Ai4Users - Qwen 3.6 27B NVFP4 Thinking

Benchmark items
Tool Calling - Irrelevance: Architecture & Artwork 8 passed1 failed	88.9%	IN34 622 OUT4 632
✓	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 461 OUT342
✓	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 456 OUT708
✓	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 457 OUT550
✓	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 455 OUT220
✓	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 458 OUT283
✓	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 463 OUT600
✓	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 458 OUT735
×	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 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL Assertion expression evaluated to false: response.ToolCalls.Count == 0 Values: response.ToolCalls.Count = 1	Failed	IN6 951 OUT656
✓	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 463 OUT538
Tool Calling - Irrelevance: Buildings, Sculpture & Music 7 passed1 skipped	100.0%	IN22 989 OUT3 192
–	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 282 OUT700
✓	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 286 OUT375
✓	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 288 OUT541
✓	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 281 OUT252
✓	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 278 OUT401
✓	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 283 OUT388
✓	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 291 OUT535
Tool Calling - Irrelevance: Cell Biology & Genetics 8 passed2 skipped	100.0%	IN30 315 OUT4 187
✓	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 790 OUT276
✓	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 789 OUT470
✓	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 790 OUT912
✓	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 795 OUT410
–	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 789 OUT684
✓	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 786 OUT405
✓	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 790 OUT560
✓	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 786 OUT470
–	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 836 OUT4 578
✓	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 712 OUT754
✓	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 710 OUT275
✓	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 706 OUT338
✓	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 722 OUT930
✓	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 710 OUT256
✓	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 712 OUT394
✓	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 713 OUT200
✓	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 711 OUT452
✓	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 715 OUT82
✓	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 711 OUT422
✓	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 714 OUT475
Tool Calling - Irrelevance: Cooking, Currency & Markets 7 passed1 failed	87.5%	IN29 204 OUT3 719
×	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 506 OUT813
✓	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 241 OUT459
✓	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 244 OUT365
✓	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 246 OUT272
✓	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 243 OUT620
✓	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 241 OUT502
✓	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 241 OUT391
✓	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 242 OUT297
Tool Calling - Irrelevance: Dates & Elements 9 passed1 failed	90.0%	IN40 000 OUT5 310
✓	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 626 OUT571
✓	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 626 OUT833
✓	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 626 OUT612
×	NoToolForMuseumVisitFrequencyBFCL/irrelevance_160: museum member visit frequency asked; only a single most-frequent-visitor lookup is available -> no tool fits.1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL Assertion expression evaluated to false: response.ToolCalls.Count == 0 Values: response.ToolCalls.Count = 1	Failed	IN7 361 OUT955
✓	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 628 OUT419
✓	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 624 OUT296
✓	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 627 OUT333
✓	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 626 OUT446
✓	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 628 OUT514
✓	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 628 OUT331
Tool Calling - Irrelevance: Electromagnetism, Thermo & Data 9 passed1 failed	90.0%	IN37 489 OUT6 727
✓	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 397 OUT331
✓	NoToolForFlightDurationBFCL/irrelevance_20: flight duration asked; only a currency converter is available.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL	Passed	IN3 400 OUT239
✓	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 407 OUT988
×	NoToolForGasAmountGeneratedBFCL/irrelevance_26: amount of gas generated asked; only a gas-PRESSURE calculator is available (wrong quantity).1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL Assertion expression evaluated to false: response.ToolCalls.Count == 0 Values: response.ToolCalls.Count = 1	Failed	IN6 864 OUT2 337
✓	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 400 OUT653
✓	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 411 OUT706
✓	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 398 OUT146
✓	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 411 OUT515
✓	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 400 OUT544
✓	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 401 OUT268
Tool Calling - Irrelevance: Entertainment, Sports & Knowledge 9 passed	100.0%	IN31 410 OUT2 841
✓	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 490 OUT323
✓	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 488 OUT414
✓	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 486 OUT329
✓	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 495 OUT468
✓	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 491 OUT260
✓	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 490 OUT192
✓	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 489 OUT307
✓	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 491 OUT256
✓	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 490 OUT292
Tool Calling - Irrelevance: Finance & Economics 8 passed	100.0%	IN26 826 OUT3 060
✓	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 346 OUT273
✓	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 372 OUT891
✓	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 348 OUT236
✓	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 349 OUT432
✓	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 351 OUT409
✓	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 347 OUT214
✓	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 369 OUT321
✓	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 344 OUT284
Tool Calling - Irrelevance: Finance Near-Matches 9 passed	100.0%	IN30 921 OUT4 086
✓	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 426 OUT108
✓	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 431 OUT263
✓	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 447 OUT839
✓	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 431 OUT252
✓	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 425 OUT203
✓	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 455 OUT715
✓	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 445 OUT666
✓	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 431 OUT717
✓	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 430 OUT323
Tool Calling - Irrelevance: Food, Time & Distance 4 passed1 skipped	100.0%	IN10 832 OUT1 310
✓	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 706 OUT243
✓	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 710 OUT339
✓	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 702 OUT388
–	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 714 OUT340
Tool Calling - Irrelevance: Geo, Travel & Sentiment 8 passed1 skipped	100.0%	IN27 171 OUT3 284
✓	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 396 OUT366
✓	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 399 OUT274
✓	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 395 OUT351
✓	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 393 OUT247
✓	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 397 OUT403
–	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 396 OUT458
✓	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 395 OUT229
✓	NoToolForTravelTimeByCarBFCL/irrelevance_115: travel time by car asked; only a coordinate-distance calculator is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN3 400 OUT956
Tool Calling - Irrelevance: Legal & Case Lookup 10 passed	100.0%	IN35 507 OUT3 144
✓	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 548 OUT314
✓	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 550 OUT325
✓	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 548 OUT367
✓	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 551 OUT313
✓	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 549 OUT333
✓	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 551 OUT268
✓	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 552 OUT329
✓	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 558 OUT201
✓	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 552 OUT325
✓	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 548 OUT369
Tool Calling - Irrelevance: Math & Science Distractors 8 passed	100.0%	IN25 236 OUT2 763
✓	NoToolForDefiniteIntegralBFCL/irrelevance_9: definite integral asked; only an income-tax calculator is available.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN3 157 OUT469
✓	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 150 OUT430
✓	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 144 OUT255
✓	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 162 OUT346
✓	NoToolForPrimeFactorsBFCL/irrelevance_13: prime factorization asked; only a compound-interest calculator is available.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN3 147 OUT274
✓	NoToolForRectangleAreaBFCL/irrelevance_6: rectangle area asked; only a circle-drawing tool is available.1 AI query 0 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN3 158 OUT186
✓	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 158 OUT214
✓	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 160 OUT589
Tool Calling - Irrelevance: Math & Statistics 6 passed	100.0%	IN18 070 OUT3 286
✓	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 026 OUT621
✓	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	IN2 998 OUT549
✓	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 002 OUT393
✓	NoToolForNullHypothesisStdDevBFCL/irrelevance_68: the STANDARD DEVIATION of a null-hypothesis test asked; only p-value tools are available (they return a p-value, not a standard deviation) -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN3 036 OUT761
✓	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 001 OUT158
✓	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 007 OUT804
Tool Calling - Irrelevance: Medical, Social & Personality 6 passed3 skipped	100.0%	IN20 452 OUT2 360
✓	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 407 OUT301
✓	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 409 OUT786
✓	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 407 OUT262
–	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 410 OUT387
–	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 409 OUT377
–	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 410 OUT247
Tool Calling - Irrelevance: Mixed Distractors 8 passed	100.0%	IN25 992 OUT2 282
✓	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 250 OUT256
✓	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 246 OUT168
✓	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 247 OUT396
✓	NoToolForLasagnaIngredientsBFCL/irrelevance_47: recipe ingredients asked; only a flight-timetable tool is available.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL	Passed	IN3 247 OUT379
✓	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 249 OUT344
✓	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 253 OUT238
✓	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 246 OUT309
✓	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 254 OUT192
Tool Calling - Irrelevance: Motion, Electricity & Misc 10 passed	100.0%	IN35 408 OUT4 276
✓	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 551 OUT451
✓	NoToolForConeVolumeBFCL/irrelevance_19: cone volume asked; only an investment-return calculator is available.1 AI query 0 tool callscategory:ToolCallinglevel:Easysource:BFCL	Passed	IN3 545 OUT424
✓	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 534 OUT300
✓	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 535 OUT163
✓	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 536 OUT710
✓	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 541 OUT601
✓	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 541 OUT416
✓	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 550 OUT632
✓	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 536 OUT240
✓	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 539 OUT339
Tool Calling - Irrelevance: Music Theory & Lookup 8 passed	100.0%	IN25 572 OUT3 025
✓	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 194 OUT513
✓	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 197 OUT275
✓	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 199 OUT360
✓	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 192 OUT325
✓	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 195 OUT416
✓	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 200 OUT429
✓	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 198 OUT389
✓	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 197 OUT318
Tool Calling - Irrelevance: Probability & Legal 5 passed	100.0%	IN13 997 OUT2 534
✓	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 796 OUT273
✓	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 799 OUT439
✓	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 796 OUT454
✓	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 811 OUT846
✓	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 795 OUT522
Tool Calling - Irrelevance: Recipes & Cooking 8 passed1 skipped	100.0%	IN27 642 OUT3 326
✓	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 459 OUT819
✓	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 456 OUT507
✓	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 451 OUT808
✓	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 453 OUT206
✓	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 461 OUT297
✓	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 452 OUT203
✓	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 456 OUT238
✓	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 454 OUT248
–	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 515 OUT3 395
✓	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 313 OUT479
✓	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 312 OUT256
✓	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 314 OUT274
✓	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 314 OUT199
✓	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 313 OUT682
✓	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 314 OUT463
✓	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 315 OUT254
✓	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 320 OUT788
Tool Calling - Irrelevance: Sports & Games (set 1) 10 passed	100.0%	IN35 688 OUT5 530
✓	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 570 OUT629
✓	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 572 OUT472
✓	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 572 OUT453
✓	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 568 OUT510
✓	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 565 OUT292
✓	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 572 OUT790
✓	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 565 OUT378
✓	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 567 OUT352
✓	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 569 OUT839
✓	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 568 OUT815
Tool Calling - Irrelevance: Sports & Games (set 2) 9 passed	100.0%	IN31 195 OUT4 395
✓	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 467 OUT357
✓	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 471 OUT181
✓	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 468 OUT530
✓	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 461 OUT372
✓	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 468 OUT692
✓	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 466 OUT1 159
✓	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 466 OUT265
✓	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 465 OUT485
✓	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 463 OUT354
Tool Calling - Irrelevance: Sports Statistics 9 passed	100.0%	IN31 560 OUT4 782
✓	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 509 OUT738
✓	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 502 OUT485
✓	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 507 OUT492
✓	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 506 OUT596
✓	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 502 OUT396
✓	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 505 OUT250
✓	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 511 OUT651
✓	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 506 OUT862
✓	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 512 OUT312
Tool Calling - Irrelevance: Time, Weather & Misc 3 passed1 skipped	100.0%	IN7 736 OUT1 413
✓	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 582 OUT908
–	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 578 OUT212
✓	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 576 OUT293
Tool Calling - Irrelevance: Weather, Environment & Services 10 passed	100.0%	IN36 617 OUT5 223
✓	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 660 OUT513
✓	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 658 OUT494
✓	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 665 OUT735
✓	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 659 OUT513
✓	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 662 OUT425
✓	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 661 OUT788
✓	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 669 OUT446
✓	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 661 OUT318
✓	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 663 OUT559
✓	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 659 OUT432
Tool Calling - Parallel Calls: Art, Music & Local Services 10 passed1 skipped	100.0%	IN75 716 OUT11 366
–	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 486 OUT770
✓	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 527 OUT1 578
✓	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 806 OUT1 169
✓	GetExhibitionDetailsForTwoMuseumsBFCL/parallel_40: two museum_exhibition_detail calls — 'Wonder of Nature' at the Louvre and 'Age of Reptiles' at the British Museum. visitor_type {child, adult} (unordered). Tightened per methodology: the prompt explicitly asks for cost "for children and adult", so both visitor types are required (schema default is ['adult'] only).1 AI query 2 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN7 548 OUT1 414
✓	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 470 OUT903
✓	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 500 OUT1 034
✓	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 622 OUT1 442
✓	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 471 OUT924
✓	MixPaintColorsForTwoRequestsBFCL/parallel_36: two paint_color_mixture calls — watercolor magenta and acrylic navy.1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN7 520 OUT1 208
✓	WinningPercentageForTwoTeamsTwoSeasonsBFCL/parallel_46: four calculate_winning_percentage calls — {Lakers, Bulls} x {2018, 2020}.1 AI query 4 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN7 766 OUT924
Tool Calling - Parallel Calls: Data, Geo & Life Sciences (set 1) 13 passed	100.0%	IN111 741 OUT16 354
✓	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 764 OUT779
✓	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 790 OUT977
✓	CalculateCityDistancesInKilometersBFCL/parallel_135: three geo_distance_calculate calls — NY->LA->Miami->NY, in kilometers. Tightened: the tool defaults to miles but the prompt asks "in kilometers", so units == "kilometers" is REQUIRED (omission would return miles, contradicting the request — the ground truth's "omit" option is unsafe here).1 AI query 3 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN8 523 OUT1 589
✓	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 790 OUT2 216
✓	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 358 OUT1 010
✓	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 822 OUT817
✓	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 699 OUT2 027
✓	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 422 OUT839
✓	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 545 OUT942
✓	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 381 OUT973
✓	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 706 OUT1 440
✓	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 551 OUT1 009
✓	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 390 OUT1 736
Tool Calling - Parallel Calls: Data, Geo & Life Sciences (set 2) 13 passed1 failed	92.9%	IN125 707 OUT16 740
✓	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 958 OUT1 589
✓	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 037 OUT2 687
✓	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 019 OUT1 100
✓	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 764 OUT1 093
✓	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 939 OUT1 743
✓	CalculateFactorialOfFourNumbersBFCL/parallel_144: four math_factorial calls — 5, 3, 4, 2.1 AI query 4 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN8 912 OUT803
✓	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 025 OUT1 402
×	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 029 OUT1 432
✓	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 872 OUT573
✓	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 760 OUT1 067
✓	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 789 OUT723
✓	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 895 OUT453
✓	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 844 OUT1 368
✓	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 864 OUT707
Tool Calling - Parallel Calls: Data, Geo & Life Sciences (set 3) 11 passed	100.0%	IN87 915 OUT11 715
✓	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 830 OUT1 439
✓	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 001 OUT1 759
✓	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 128 OUT1 056
✓	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 938 OUT1 368
✓	GenerateNormalVariatesTwoConfigsBFCL/parallel_158: four random_normalvariate calls — two at (mu 5, sigma 2) and two at (mu 10, sigma 3). Duplicate calls: each configuration must appear exactly twice (multiplicity 2).1 AI query 4 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN8 064 OUT1 083
✓	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 252 OUT1 180
✓	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 684 OUT628
✓	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 876 OUT602
✓	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 310 OUT993
✓	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 874 OUT551
✓	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 958 OUT1 056
Tool Calling - Parallel Calls: Finance, Stats & Legal 13 passed	100.0%	IN110 715 OUT14 026
✓	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 440 OUT502
✓	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 602 OUT1 371
✓	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 599 OUT1 423
✓	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 492 OUT1 209
✓	ComputePythagorasForTwoTrianglesBFCL/parallel_10: two math_pythagoras calls — sides (3,4) and (5,12).1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN8 383 OUT864
✓	ConfidenceIntervalForTwoSampleSizesBFCL/parallel_13: two confidence_interval_calculate calls — sample sizes 50 and 150. Tightened per methodology: the prompt explicitly requests "95% confidence interval", so confidence_level == 0.95 is required (schema default is 0.9, but the prompt states the value).1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN8 495 OUT1 377
✓	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 754 OUT1 589
✓	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 534 OUT995
✓	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 507 OUT730
✓	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 627 OUT1 664
✓	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 414 OUT599
✓	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 445 OUT920
✓	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 423 OUT783
Tool Calling - Parallel Calls: Legal, History & Environment 13 passed1 skipped	100.0%	IN117 710 OUT13 431
✓	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 057 OUT688
✓	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 120 OUT1 254
✓	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 052 OUT1 374
✓	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 976 OUT1 216
✓	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 034 OUT1 172
–	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 058 OUT536
✓	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 040 OUT893
✓	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 971 OUT780
✓	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 326 OUT778
✓	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 011 OUT853
✓	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 983 OUT1 063
✓	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 028 OUT942
✓	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 054 OUT1 882
Tool Calling - Parallel Calls: Markets & Environment 13 passed	100.0%	IN114 673 OUT18 596
✓	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 665 OUT1 074
✓	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 558 OUT1 372
✓	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 725 OUT2 772
✓	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 761 OUT1 888
✓	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 904 OUT1 471
✓	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 678 OUT1 099
✓	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 894 OUT1 497
✓	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 764 OUT957
✓	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 438 OUT1 573
✓	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 785 OUT822
✓	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 834 OUT1 015
✓	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 759 OUT1 072
✓	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 908 OUT1 984
Tool Calling - Parallel Calls: Mathematics & Physics (set 1) 12 passed1 failed	92.3%	IN104 038 OUT13 784
✓	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 988 OUT933
✓	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 071 OUT600
✓	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 213 OUT1 612
×	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 905 OUT907
✓	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 398 OUT1 866
✓	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 884 OUT848
✓	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 050 OUT854
✓	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 831 OUT806
✓	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 946 OUT1 267
✓	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 878 OUT1 125
✓	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 868 OUT818
✓	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 160 OUT1 800
✓	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 846 OUT348
Tool Calling - Parallel Calls: Mathematics & Physics (set 2) 13 passed	100.0%	IN107 921 OUT16 271
✓	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 335 OUT1 975
✓	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 383 OUT794
✓	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 315 OUT684
✓	CircumferenceOfFourCirclesInMetersBFCL/parallel_70: four geometry_circumference calls — radii 5/10/15/20. Tightened per methodology: the prompt asks for output in meters and gives radii in m, but the tool default unit is 'cm', so a correct call must pass units == 'm'/'meters' (ground truth requires it on the first call and only allows omission on the rest; we require it consistently since it is explicitly stated).1 AI query 4 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN8 515 OUT1 347
✓	DerivativeOfPolynomialAndItsDerivativeBFCL/parallel_71: two calculate_derivative calls — 3x^3-2x^2+5x-7 at x=4, then its derivative 9x^2-4x+5 at x=2.1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN8 230 OUT1 424
✓	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 512 OUT1 037
✓	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 148 OUT576
✓	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 166 OUT760
✓	GetTwoExchangeRatesBFCL/parallel_58: two get_exchange_rate calls — USD->AUD and USD->CAD.1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN8 130 OUT664
✓	HighestCommonFactorOfFourPairsBFCL/parallel_77: four math_hcf calls — (45,60), (90,120), (36,48), (72,96). FLAGGED (see final report): the prompt is phrased as chaining ("use that result to find the HCF with...") but the ground truth treats it as four INDEPENDENT parallel calls on the literal pairs; a human might interpret it as sequential composition. Kept BFCL-faithful (four independent literal-pair calls) since parallel semantics preclude feeding one call's result into another.1 AI query 4 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN8 549 OUT3 557
✓	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 196 OUT551
✓	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 172 OUT1 740
✓	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 270 OUT1 162
Tool Calling - Parallel Calls: Mathematics & Physics (set 3) 12 passed	100.0%	IN98 260 OUT13 013
✓	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 019 OUT948
✓	AreaOfTwoTrianglesBFCL/parallel_69: two calculate_triangle_area calls — base/height 10x5 and 8x6.1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN8 079 OUT1 038
✓	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 124 OUT1 123
✓	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 349 OUT1 249
✓	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 254 OUT1 268
✓	FactorialOfThreeNumbersBFCL/parallel_60: three math_factorial calls — 5, 7, 9.1 AI query 3 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN8 081 OUT670
✓	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 147 OUT1 363
✓	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 022 OUT534
✓	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 468 OUT1 496
✓	PrimeFactorsOfThreeNumbersBFCL/parallel_75: three number_analysis_prime_factors calls — 45, 100, 150.1 AI query 3 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN8 087 OUT911
✓	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 538 OUT1 528
✓	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 092 OUT885
Tool Calling - Parallel Calls: Mixed Domains 8 passed2 failed	80.0%	IN73 323 OUT8 268
✓	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 278 OUT730
✓	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 299 OUT1 473
✓	CalculateFactorialForThreeNumbersBFCL/parallel_7: three math_factorial calls — 5, 10, 15.1 AI query 3 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN7 338 OUT906
✓	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 286 OUT702
✓	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 470 OUT949
✓	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 555 OUT854
×	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 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL Assertion expression evaluated to false: response.ToolCalls.Count == expectedCount Values: response.ToolCalls.Count = 1 expectedCount = 2	Failed	IN7 144 OUT698
×	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 Assertion expression evaluated to false: match0 == 1 Values: match0 = 0	Failed	IN7 390 OUT804
✓	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 301 OUT776
✓	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 262 OUT376
Tool Calling - Parallel Calls: Physical & Life Sciences (set 1) 12 passed	100.0%	IN102 016 OUT14 553
✓	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 410 OUT725
✓	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 566 OUT2 255
✓	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 561 OUT1 510
✓	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 416 OUT1 427
✓	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 433 OUT898
✓	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 405 OUT1 048
✓	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 462 OUT754
✓	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 787 OUT1 238
✓	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 512 OUT1 032
✓	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 514 OUT1 555
✓	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 480 OUT767
✓	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 470 OUT1 344
Tool Calling - Parallel Calls: Physical & Life Sciences (set 2) 13 passed	100.0%	IN111 720 OUT17 461
✓	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 521 OUT2 281
✓	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 405 OUT1 238
✓	CellInfoDetailedAndBriefBFCL/parallel_108: two biology_get_cell_info calls — neuron with detailed=true (prompt: "detailed description"), muscle with detailed=false ("less detailed", the default).1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN8 408 OUT1 691
✓	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 514 OUT646
✓	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 811 OUT1 606
✓	EntropyChangeForTwoConditionsBFCL/parallel_103: two entropy_change_calculate calls — substance A, mass 2, temps 25->75 and 10->50. pressure 1 equals the default → may be omitted or 1.1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN8 642 OUT1 217
✓	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 613 OUT644
✓	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 469 OUT1 374
✓	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 717 OUT1 172
✓	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 470 OUT1 255
✓	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 879 OUT2 147
✓	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 708 OUT1 322
✓	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 563 OUT868
Tool Calling - Parallel Calls: Physical & Life Sciences (set 3) 13 passed	100.0%	IN113 530 OUT18 080
✓	AnalyzeDnaForThreeMutationTypesBFCL/parallel_114: six analyze_dna_sequence calls — two sequences ("AGCTTAGCTA" and "AGCTTAGGCTA") against reference "AGCTTAGCTA", each checked for insertion (default, may be omitted), deletion, and substitution mutations.1 AI query 6 tool callscategory:ToolCallinglevel:VeryHardsource:BFCL	Passed	IN9 201 OUT1 840
✓	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 962 OUT1 166
✓	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 624 OUT2 597
✓	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 515 OUT1 039
✓	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 822 OUT866
✓	GeneticSimilarityInTwoFormatsBFCL/parallel_115: four genetics_calculate_similarity calls — human vs chimpanzee and human vs gorilla, each in percentage (default, may be omitted) and fraction. species1 accepts "human"/"Human".1 AI query 4 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN8 810 OUT1 123
✓	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 679 OUT1 440
✓	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 918 OUT1 395
✓	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 537 OUT1 242
✓	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 600 OUT1 365
✓	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 610 OUT957
✓	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 530 OUT1 444
✓	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 722 OUT1 606
Tool Calling - Parallel Calls: Services & Lookups 12 passed	100.0%	IN98 422 OUT10 974
✓	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 368 OUT1 603
✓	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 049 OUT882
✓	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 243 OUT1 066
✓	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 248 OUT755
✓	FindUpcomingEventsInThreeCitiesBFCL/parallel_194: three event_finder_find_upcoming calls — jazz/LA(14d), rock/Chicago(10d), classical/Boston(7d). All day windows explicitly stated -> days_ahead required (7 for Boston, which also equals the default).1 AI query 3 tool callscategory:ToolCallinglevel:Hardsource:BFCL	Passed	IN8 261 OUT695
✓	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 343 OUT1 028
✓	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 027 OUT742
✓	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 176 OUT980
✓	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 167 OUT850
✓	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 050 OUT975
✓	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 087 OUT512
✓	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 OUT886
Tool Calling - Parallel Calls: Statistics & Finance 13 passed	100.0%	IN117 598 OUT19 793
✓	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 160 OUT2 296
✓	CalculateCompoundInterestForThreePeriodsBFCL/parallel_170: three calculate_compound_interest calls — principal 5000, rate 0.025, time 2/3/5. Prompt states "compounded quarterly, 4 times in a year" -> n == 4 required (tightened; also ground truth).1 AI query 3 tool callscategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN9 110 OUT2 098
✓	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 994 OUT1 591
✓	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 124 OUT1 553
✓	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 180 OUT1 722
✓	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 955 OUT890
✓	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 096 OUT1 109
✓	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 930 OUT1 382
✓	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 940 OUT1 360
✓	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 147 OUT1 659
✓	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 916 OUT1 789
✓	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 900 OUT1 457
✓	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 146 OUT887
Tool Calling - Simple: Arts, Venues & Music (set 1) 8 passed	100.0%	IN50 785 OUT6 070
✓	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 358 OUT657
✓	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 333 OUT1 075
✓	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 381 OUT570
✓	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 318 OUT601
✓	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 325 OUT940
✓	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 381 OUT833
✓	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 358 OUT623
✓	SimpleSculptureInfoPlensaBFCL/simple_python_263 (get_sculpture_info): artist_name='James Plensa', detail=true.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN6 331 OUT771
Tool Calling - Simple: Arts, Venues & Music (set 2) 8 passed	100.0%	IN50 524 OUT6 731
✓	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 319 OUT464
✓	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 297 OUT960
✓	SimpleFindConcertRockChicagoBFCL/simple_python_285 (find_concert): location=Chicago, price=100, genre=Rock.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN6 307 OUT491
✓	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 295 OUT908
✓	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 278 OUT799
✓	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 402 OUT1 353
✓	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 322 OUT879
✓	SimpleSculptureDetailsDavidBFCL/simple_python_264 (sculpture.get_details): artist=Michelangelo, title=David, detail=size.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN6 304 OUT877
Tool Calling - Simple: Arts, Venues & Music (set 3) 7 passed2 failed	77.8%	IN67 248 OUT7 362
✓	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 693 OUT600
✓	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 725 OUT1 063
✓	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 692 OUT302
×	SimpleCreateMixCMajorBFCL/simple_python_293 (music_composer.create_mix): scale='C Major', note_duration=quarter, track_length=180.1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL Assertion expression evaluated to false: response.ToolCalls.Count == 1 Values: response.ToolCalls.Count = 2	Failed	IN10 256 OUT776
✓	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 684 OUT252
×	SimpleMuseumWorkingHoursLouvreBFCL/simple_python_276 (museum_working_hours.get): museum=Louvre, location=Paris, day=Monday or omitted.1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL Assertion expression evaluated to false: response.ToolCalls.Count == 1 Values: response.ToolCalls.Count = 2	Failed	IN10 180 OUT1 485
✓	SimpleRetrieveReligionInfoBuddhismBFCL/simple_python_253 (retrieve_religion_info): religion_name=Buddhism, detail_level=full.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL	Passed	IN6 665 OUT1 644
✓	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 682 OUT431
✓	SimpleTimeDifferenceSfSydneyBFCL/simple_python_250 (get_time_difference): place1=San Francisco/SF, place2=Sydney.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL	Passed	IN6 671 OUT809

Tool Calling - Irrelevance: Architecture & Artwork 8 passed1 failed

88.9%

IN34 622 OUT4 632

✓

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 461 OUT342

✓

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 456 OUT708

✓

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 457 OUT550

✓

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 455 OUT220

✓

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 458 OUT283

✓

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 463 OUT600

✓

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 458 OUT735

×

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 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

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

Failed

IN6 951 OUT656

✓

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 463 OUT538

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

100.0%

IN22 989 OUT3 192

–

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 282 OUT700

✓

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 286 OUT375

✓

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 288 OUT541

✓

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 281 OUT252

✓

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 278 OUT401

✓

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 283 OUT388

✓

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 291 OUT535

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

100.0%

IN30 315 OUT4 187

✓

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 790 OUT276

✓

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 789 OUT470

✓

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 790 OUT912

✓

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 795 OUT410

–

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 789 OUT684

✓

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 786 OUT405

✓

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 790 OUT560

✓

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 786 OUT470

–

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 836 OUT4 578

✓

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 712 OUT754

✓

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 710 OUT275

✓

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 706 OUT338

✓

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 722 OUT930

✓

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 710 OUT256

✓

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 712 OUT394

✓

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 713 OUT200

✓

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 711 OUT452

✓

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 715 OUT82

✓

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 711 OUT422

✓

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 714 OUT475

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

87.5%

IN29 204 OUT3 719

×

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 506 OUT813

✓

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 241 OUT459

✓

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 244 OUT365

✓

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 246 OUT272

✓

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 243 OUT620

✓

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 241 OUT502

✓

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 241 OUT391

✓

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 242 OUT297

Tool Calling - Irrelevance: Dates & Elements 9 passed1 failed

90.0%

IN40 000 OUT5 310

✓

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 626 OUT571

✓

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 626 OUT833

✓

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 626 OUT612

×

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

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

Failed

IN7 361 OUT955

✓

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 628 OUT419

✓

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 624 OUT296

✓

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 627 OUT333

✓

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 626 OUT446

✓

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 628 OUT514

✓

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 628 OUT331

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

90.0%

IN37 489 OUT6 727

✓

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 397 OUT331

✓

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

Passed

IN3 400 OUT239

✓

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 407 OUT988

×

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

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

Failed

IN6 864 OUT2 337

✓

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 400 OUT653

✓

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 411 OUT706

✓

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 398 OUT146

✓

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 411 OUT515

✓

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 400 OUT544

✓

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 401 OUT268

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

100.0%

IN31 410 OUT2 841

✓

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 490 OUT323

✓

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 488 OUT414

✓

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 486 OUT329

✓

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 495 OUT468

✓

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 491 OUT260

✓

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 490 OUT192

✓

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 489 OUT307

✓

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 491 OUT256

✓

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 490 OUT292

Tool Calling - Irrelevance: Finance & Economics 8 passed

100.0%

IN26 826 OUT3 060

✓

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 346 OUT273

✓

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 372 OUT891

✓

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 348 OUT236

✓

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 349 OUT432

✓

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 351 OUT409

✓

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 347 OUT214

✓

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 369 OUT321

✓

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 344 OUT284

Tool Calling - Irrelevance: Finance Near-Matches 9 passed

100.0%

IN30 921 OUT4 086

✓

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 426 OUT108

✓

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 431 OUT263

✓

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 447 OUT839

✓

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 431 OUT252

✓

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 425 OUT203

✓

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 455 OUT715

✓

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 445 OUT666

✓

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 431 OUT717

✓

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 430 OUT323

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

100.0%

IN10 832 OUT1 310

✓

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 706 OUT243

✓

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 710 OUT339

✓

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 702 OUT388

–

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 714 OUT340

Tool Calling - Irrelevance: Geo, Travel & Sentiment 8 passed1 skipped

100.0%

IN27 171 OUT3 284

✓

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 396 OUT366

✓

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 399 OUT274

✓

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 395 OUT351

✓

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 393 OUT247

✓

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 397 OUT403

–

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 396 OUT458

✓

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 395 OUT229

✓

NoToolForTravelTimeByCarBFCL/irrelevance_115: travel time by car asked; only a coordinate-distance calculator is available -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN3 400 OUT956

Tool Calling - Irrelevance: Legal & Case Lookup 10 passed

100.0%

IN35 507 OUT3 144

✓

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 548 OUT314

✓

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 550 OUT325

✓

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 548 OUT367

✓

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 551 OUT313

✓

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 549 OUT333

✓

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 551 OUT268

✓

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 552 OUT329

✓

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 558 OUT201

✓

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 552 OUT325

✓

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 548 OUT369

Tool Calling - Irrelevance: Math & Science Distractors 8 passed

100.0%

IN25 236 OUT2 763

✓

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

Passed

IN3 157 OUT469

✓

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 150 OUT430

✓

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 144 OUT255

✓

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 162 OUT346

✓

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

Passed

IN3 147 OUT274

✓

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

Passed

IN3 158 OUT186

✓

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 158 OUT214

✓

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 160 OUT589

Tool Calling - Irrelevance: Math & Statistics 6 passed

100.0%

IN18 070 OUT3 286

✓

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 026 OUT621

✓

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

IN2 998 OUT549

✓

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 002 OUT393

✓

NoToolForNullHypothesisStdDevBFCL/irrelevance_68: the STANDARD DEVIATION of a null-hypothesis test asked; only p-value tools are available (they return a p-value, not a standard deviation) -> no tool fits.1 AI query 0 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN3 036 OUT761

✓

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 001 OUT158

✓

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 007 OUT804

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

100.0%

IN20 452 OUT2 360

✓

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 407 OUT301

✓

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 409 OUT786

✓

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 407 OUT262

–

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 410 OUT387

–

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 409 OUT377

–

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 410 OUT247

Tool Calling - Irrelevance: Mixed Distractors 8 passed

100.0%

IN25 992 OUT2 282

✓

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 250 OUT256

✓

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 246 OUT168

✓

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 247 OUT396

✓

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

Passed

IN3 247 OUT379

✓

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 249 OUT344

✓

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 253 OUT238

✓

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 246 OUT309

✓

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 254 OUT192

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

100.0%

IN35 408 OUT4 276

✓

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 551 OUT451

✓

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

Passed

IN3 545 OUT424

✓

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 534 OUT300

✓

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 535 OUT163

✓

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 536 OUT710

✓

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 541 OUT601

✓

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 541 OUT416

✓

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 550 OUT632

✓

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 536 OUT240

✓

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 539 OUT339

Tool Calling - Irrelevance: Music Theory & Lookup 8 passed

100.0%

IN25 572 OUT3 025

✓

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 194 OUT513

✓

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 197 OUT275

✓

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 199 OUT360

✓

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 192 OUT325

✓

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 195 OUT416

✓

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 200 OUT429

✓

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 198 OUT389

✓

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 197 OUT318

Tool Calling - Irrelevance: Probability & Legal 5 passed

100.0%

IN13 997 OUT2 534

✓

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 796 OUT273

✓

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 799 OUT439

✓

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 796 OUT454

✓

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 811 OUT846

✓

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 795 OUT522

Tool Calling - Irrelevance: Recipes & Cooking 8 passed1 skipped

100.0%

IN27 642 OUT3 326

✓

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 459 OUT819

✓

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 456 OUT507

✓

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 451 OUT808

✓

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 453 OUT206

✓

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 461 OUT297

✓

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 452 OUT203

✓

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 456 OUT238

✓

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 454 OUT248

–

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 515 OUT3 395

✓

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 313 OUT479

✓

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 312 OUT256

✓

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 314 OUT274

✓

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 314 OUT199

✓

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 313 OUT682

✓

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 314 OUT463

✓

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 315 OUT254

✓

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 320 OUT788

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

100.0%

IN35 688 OUT5 530

✓

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 570 OUT629

✓

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 572 OUT472

✓

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 572 OUT453

✓

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 568 OUT510

✓

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 565 OUT292

✓

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 572 OUT790

✓

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 565 OUT378

✓

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 567 OUT352

✓

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 569 OUT839

✓

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 568 OUT815

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

100.0%

IN31 195 OUT4 395

✓

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 467 OUT357

✓

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 471 OUT181

✓

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 468 OUT530

✓

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 461 OUT372

✓

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 468 OUT692

✓

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 466 OUT1 159

✓

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 466 OUT265

✓

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 465 OUT485

✓

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 463 OUT354

Tool Calling - Irrelevance: Sports Statistics 9 passed

100.0%

IN31 560 OUT4 782

✓

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 509 OUT738

✓

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 502 OUT485

✓

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 507 OUT492

✓

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 506 OUT596

✓

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 502 OUT396

✓

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 505 OUT250

✓

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 511 OUT651

✓

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 506 OUT862

✓

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 512 OUT312

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

100.0%

IN7 736 OUT1 413

✓

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 582 OUT908

–

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 578 OUT212

✓

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 576 OUT293

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

100.0%

IN36 617 OUT5 223

✓

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 660 OUT513

✓

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 658 OUT494

✓

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 665 OUT735

✓

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 659 OUT513

✓

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 662 OUT425

✓

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 661 OUT788

✓

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 669 OUT446

✓

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 661 OUT318

✓

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 663 OUT559

✓

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 659 OUT432

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

100.0%

IN75 716 OUT11 366

–

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 486 OUT770

✓

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 527 OUT1 578

✓

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 806 OUT1 169

✓

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

Passed

IN7 548 OUT1 414

✓

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 470 OUT903

✓

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 500 OUT1 034

✓

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 622 OUT1 442

✓

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 471 OUT924

✓

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

Passed

IN7 520 OUT1 208

✓

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

Passed

IN7 766 OUT924

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

100.0%

IN111 741 OUT16 354

✓

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 764 OUT779

✓

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 790 OUT977

✓

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

Passed

IN8 523 OUT1 589

✓

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 790 OUT2 216

✓

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 358 OUT1 010

✓

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 822 OUT817

✓

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 699 OUT2 027

✓

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 422 OUT839

✓

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 545 OUT942

✓

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 381 OUT973

✓

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 706 OUT1 440

✓

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 551 OUT1 009

✓

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 390 OUT1 736

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

92.9%

IN125 707 OUT16 740

✓

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 958 OUT1 589

✓

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 037 OUT2 687

✓

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 019 OUT1 100

✓

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 764 OUT1 093

✓

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 939 OUT1 743

✓

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

Passed

IN8 912 OUT803

✓

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 025 OUT1 402

×

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 029 OUT1 432

✓

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 872 OUT573

✓

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 760 OUT1 067

✓

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 789 OUT723

✓

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 895 OUT453

✓

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 844 OUT1 368

✓

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 864 OUT707

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

100.0%

IN87 915 OUT11 715

✓

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 830 OUT1 439

✓

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 001 OUT1 759

✓

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 128 OUT1 056

✓

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 938 OUT1 368

✓

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

Passed

IN8 064 OUT1 083

✓

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 252 OUT1 180

✓

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 684 OUT628

✓

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 876 OUT602

✓

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 310 OUT993

✓

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 874 OUT551

✓

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 958 OUT1 056

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

100.0%

IN110 715 OUT14 026

✓

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 440 OUT502

✓

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 602 OUT1 371

✓

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 599 OUT1 423

✓

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 492 OUT1 209

✓

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

Passed

IN8 383 OUT864

✓

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

Passed

IN8 495 OUT1 377

✓

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 754 OUT1 589

✓

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 534 OUT995

✓

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 507 OUT730

✓

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 627 OUT1 664

✓

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 414 OUT599

✓

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 445 OUT920

✓

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 423 OUT783

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

100.0%

IN117 710 OUT13 431

✓

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 057 OUT688

✓

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 120 OUT1 254

✓

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 052 OUT1 374

✓

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 976 OUT1 216

✓

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 034 OUT1 172

–

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 058 OUT536

✓

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 040 OUT893

✓

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 971 OUT780

✓

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 326 OUT778

✓

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 011 OUT853

✓

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 983 OUT1 063

✓

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 028 OUT942

✓

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 054 OUT1 882

Tool Calling - Parallel Calls: Markets & Environment 13 passed

100.0%

IN114 673 OUT18 596

✓

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 665 OUT1 074

✓

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 558 OUT1 372

✓

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 725 OUT2 772

✓

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 761 OUT1 888

✓

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 904 OUT1 471

✓

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 678 OUT1 099

✓

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 894 OUT1 497

✓

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 764 OUT957

✓

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 438 OUT1 573

✓

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 785 OUT822

✓

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 834 OUT1 015

✓

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 759 OUT1 072

✓

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 908 OUT1 984

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

92.3%

IN104 038 OUT13 784

✓

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 988 OUT933

✓

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 071 OUT600

✓

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 213 OUT1 612

×

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 905 OUT907

✓

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 398 OUT1 866

✓

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 884 OUT848

✓

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 050 OUT854

✓

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 831 OUT806

✓

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 946 OUT1 267

✓

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 878 OUT1 125

✓

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 868 OUT818

✓

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 160 OUT1 800

✓

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 846 OUT348

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

100.0%

IN107 921 OUT16 271

✓

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 335 OUT1 975

✓

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 383 OUT794

✓

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 315 OUT684

✓

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

Passed

IN8 515 OUT1 347

✓

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

Passed

IN8 230 OUT1 424

✓

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 512 OUT1 037

✓

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 148 OUT576

✓

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 166 OUT760

✓

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

Passed

IN8 130 OUT664

✓

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

Passed

IN8 549 OUT3 557

✓

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 196 OUT551

✓

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 172 OUT1 740

✓

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 270 OUT1 162

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

100.0%

IN98 260 OUT13 013

✓

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 019 OUT948

✓

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

Passed

IN8 079 OUT1 038

✓

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 124 OUT1 123

✓

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 349 OUT1 249

✓

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 254 OUT1 268

✓

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

Passed

IN8 081 OUT670

✓

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 147 OUT1 363

✓

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 022 OUT534

✓

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 468 OUT1 496

✓

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

Passed

IN8 087 OUT911

✓

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 538 OUT1 528

✓

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 092 OUT885

Tool Calling - Parallel Calls: Mixed Domains 8 passed2 failed

80.0%

IN73 323 OUT8 268

✓

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 278 OUT730

✓

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 299 OUT1 473

✓

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

Passed

IN7 338 OUT906

✓

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 286 OUT702

✓

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 470 OUT949

✓

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 555 OUT854

×

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 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

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

Failed

IN7 144 OUT698

×

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

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

Failed

IN7 390 OUT804

✓

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 301 OUT776

✓

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 262 OUT376

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

100.0%

IN102 016 OUT14 553

✓

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 410 OUT725

✓

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 566 OUT2 255

✓

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 561 OUT1 510

✓

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 416 OUT1 427

✓

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 433 OUT898

✓

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 405 OUT1 048

✓

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 462 OUT754

✓

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 787 OUT1 238

✓

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 512 OUT1 032

✓

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 514 OUT1 555

✓

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 480 OUT767

✓

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 470 OUT1 344

Tool Calling - Parallel Calls: Physical & Life Sciences (set 2) 13 passed

100.0%

IN111 720 OUT17 461

✓

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 521 OUT2 281

✓

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 405 OUT1 238

✓

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

Passed

IN8 408 OUT1 691

✓

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 514 OUT646

✓

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 811 OUT1 606

✓

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

Passed

IN8 642 OUT1 217

✓

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 613 OUT644

✓

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 469 OUT1 374

✓

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 717 OUT1 172

✓

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 470 OUT1 255

✓

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 879 OUT2 147

✓

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 708 OUT1 322

✓

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 563 OUT868

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

100.0%

IN113 530 OUT18 080

✓

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

Passed

IN9 201 OUT1 840

✓

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 962 OUT1 166

✓

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 624 OUT2 597

✓

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 515 OUT1 039

✓

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 822 OUT866

✓

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

Passed

IN8 810 OUT1 123

✓

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 679 OUT1 440

✓

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 918 OUT1 395

✓

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 537 OUT1 242

✓

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 600 OUT1 365

✓

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 610 OUT957

✓

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 530 OUT1 444

✓

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 722 OUT1 606

Tool Calling - Parallel Calls: Services & Lookups 12 passed

100.0%

IN98 422 OUT10 974

✓

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 368 OUT1 603

✓

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 049 OUT882

✓

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 243 OUT1 066

✓

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 248 OUT755

✓

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

Passed

IN8 261 OUT695

✓

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 343 OUT1 028

✓

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 027 OUT742

✓

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 176 OUT980

✓

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 167 OUT850

✓

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 050 OUT975

✓

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 087 OUT512

✓

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 OUT886

Tool Calling - Parallel Calls: Statistics & Finance 13 passed

100.0%

IN117 598 OUT19 793

✓

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 160 OUT2 296

✓

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

Passed

IN9 110 OUT2 098

✓

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 994 OUT1 591

✓

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 124 OUT1 553

✓

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 180 OUT1 722

✓

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 955 OUT890

✓

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 096 OUT1 109

✓

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 930 OUT1 382

✓

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 940 OUT1 360

✓

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 147 OUT1 659

✓

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 916 OUT1 789

✓

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 900 OUT1 457

✓

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 146 OUT887

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

100.0%

IN50 785 OUT6 070

✓

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 358 OUT657

✓

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 333 OUT1 075

✓

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 381 OUT570

✓

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 318 OUT601

✓

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 325 OUT940

✓

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 381 OUT833

✓

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 358 OUT623

✓

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

Passed

IN6 331 OUT771

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

100.0%

IN50 524 OUT6 731

✓

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 319 OUT464

✓

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 297 OUT960

✓

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

Passed

IN6 307 OUT491

✓

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 295 OUT908

✓

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 278 OUT799

✓

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 402 OUT1 353

✓

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 322 OUT879

✓

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

Passed

IN6 304 OUT877

Tool Calling - Simple: Arts, Venues & Music (set 3) 7 passed2 failed

77.8%

IN67 248 OUT7 362

✓

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 693 OUT600

✓

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 725 OUT1 063

✓

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 692 OUT302

×

SimpleCreateMixCMajorBFCL/simple_python_293 (music_composer.create_mix): scale='C Major', note_duration=quarter, track_length=180.1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

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

Failed

IN10 256 OUT776

✓

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 684 OUT252

×

SimpleMuseumWorkingHoursLouvreBFCL/simple_python_276 (museum_working_hours.get): museum=Louvre, location=Paris, day=Monday or omitted.1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

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

Failed

IN10 180 OUT1 485

✓

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

Passed

IN6 665 OUT1 644

✓

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 682 OUT431

✓

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

Passed

IN6 671 OUT809

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

100.0%

IN56 919 OUT6 394

✓

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 320 OUT842

✓

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

Passed

IN6 311 OUT287

✓

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 324 OUT284

✓

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

Passed

IN6 318 OUT1 070

✓

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

Passed

IN6 317 OUT295

✓

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 331 OUT970

✓

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 315 OUT854

✓

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 358 OUT972

✓

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

Passed

IN6 325 OUT820

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

100.0%

IN57 649 OUT4 561

✓

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

Passed

IN6 384 OUT577

✓

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

Passed

IN6 412 OUT365

✓

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 416 OUT329

✓

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 419 OUT316

✓

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 399 OUT1 008

✓

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 410 OUT793

✓

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

Passed

IN6 406 OUT213

✓

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 395 OUT692

✓

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 408 OUT268

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

100.0%

IN41 875 OUT4 293

✓

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 006 OUT361

✓

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 966 OUT194

✓

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

Passed

IN5 973 OUT1 263

✓

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

Passed

IN6 000 OUT808

✓

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

Passed

IN5 980 OUT878

✓

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

Passed

IN5 983 OUT356

✓

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 967 OUT433

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

100.0%

IN51 768 OUT6 798

✓

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

Passed

IN6 466 OUT631

✓

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

Passed

IN6 466 OUT1 344

✓

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

Passed

IN6 463 OUT374

✓

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 529 OUT309

✓

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 467 OUT1 074

✓

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 447 OUT546

✓

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

Passed

IN6 462 OUT336

✓

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 468 OUT2 184

Tool Calling - Simple: Food, Travel & Shopping (set 2) 7 passed2 failed

77.8%

IN70 820 OUT7 476

✓

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 054 OUT657

×

SimpleCurrencyConverterUsdToGbpBFCL/simple_python_389 (currency_converter): USD->GBP, amount=200.0.1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

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

Failed

IN10 751 OUT1 227

✓

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 020 OUT964

✓

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

Passed

IN7 036 OUT501

✓

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 100 OUT574

×

SimpleRecipeCaloriesBeefLasagnaBFCL/simple_python_355 (recipe_info.get_calories): website=Foodnetwork.com, recipe=Beef Lasagna, meal_time omitted.1 AI query 2 tool callscategory:ToolCallinglevel:Easysource:BFCL

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

Failed

IN10 727 OUT1 687

✓

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

Passed

IN7 041 OUT569

✓

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

Passed

IN7 058 OUT682

✓

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 033 OUT615

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

100.0%

IN51 956 OUT4 278

✓

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 544 OUT355

✓

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 484 OUT1 019

✓

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

Passed

IN6 483 OUT647

✓

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

Passed

IN6 472 OUT637

✓

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 489 OUT444

✓

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 508 OUT334

✓

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

Passed

IN6 487 OUT478

✓

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

Passed

IN6 489 OUT364

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

85.7%

IN45 170 OUT4 408

✓

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

Passed

IN6 000 OUT282

✓

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

Passed

IN6 006 OUT1 115

✓

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

Passed

IN5 995 OUT806

✓

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 987 OUT538

✓

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

Passed

IN6 002 OUT488

✓

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

Passed

IN5 998 OUT536

×

SimpleWholeFoodsTopBrandsBananasBFCL/simple_python_372 (whole_foods.find_top_brands): product=bananas, number omitted/5, organic=true.1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

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

Failed

IN9 182 OUT643

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

100.0%

IN35 445 OUT3 904

✓

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 894 OUT347

✓

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 957 OUT571

✓

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 873 OUT631

✓

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 883 OUT366

✓

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 908 OUT454

✓

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 930 OUT1 535

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

100.0%

IN27 812 OUT2 948

✓

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

Passed

IN5 554 OUT601

✓

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 601 OUT283

✓

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

Passed

IN5 540 OUT1 145

✓

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

Passed

IN5 561 OUT629

✓

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 556 OUT290

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

100.0%

IN20 844 OUT1 869

✓

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 263 OUT386

✓

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

Passed

IN5 193 OUT238

✓

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 196 OUT274

✓

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 192 OUT971

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

100.0%

IN14 598 OUT2 128

✓

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

Passed

IN4 848 OUT651

✓

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 858 OUT981

✓

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 892 OUT496

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

100.0%

IN69 292 OUT6 522

✓

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

Passed

IN6 923 OUT448

✓

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

Passed

IN6 914 OUT739

✓

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 957 OUT1 068

✓

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 928 OUT519

✓

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 915 OUT394

✓

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 926 OUT946

✓

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 925 OUT689

✓

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 936 OUT560

✓

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 939 OUT647

✓

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 929 OUT512

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

90.0%

IN72 884 OUT8 045

✓

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 890 OUT669

×

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 4 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

Assertion expression evaluated to false: response.ToolCalls.Count == 1 Values: response.ToolCalls.Count = 4

Failed

IN10 846 OUT2 457

✓

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 914 OUT503

✓

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

Passed

IN6 907 OUT392

✓

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

Passed

IN6 886 OUT1 125

✓

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

Passed

IN6 892 OUT451

✓

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 889 OUT533

✓

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 892 OUT860

✓

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 885 OUT484

✓

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 883 OUT571

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

100.0%

IN72 337 OUT7 072

✓

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 219 OUT1 401

✓

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 220 OUT676

✓

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 274 OUT344

✓

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 230 OUT946

✓

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 209 OUT1 398

✓

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 237 OUT455

✓

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 199 OUT610

✓

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 276 OUT305

✓

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 243 OUT581

✓

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

Passed

IN7 230 OUT356

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

100.0%

IN71 797 OUT6 927

✓

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 179 OUT647

✓

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 212 OUT1 054

✓

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 222 OUT268

✓

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 173 OUT419

✓

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 139 OUT608

✓

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

Passed

IN7 199 OUT665

✓

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 170 OUT899

✓

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 174 OUT1 133

✓

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 151 OUT535

✓

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

Passed

IN7 178 OUT699

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

90.0%

IN73 072 OUT10 383

✓

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 304 OUT1 378

✓

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 293 OUT1 337

✓

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 310 OUT688

✓

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 315 OUT478

✓

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 324 OUT426

✓

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 334 OUT624

✓

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 297 OUT1 506

✓

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

Passed

IN7 287 OUT762

×

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

Assertion expression evaluated to false: args.energy_type.ToLower() == "renewable"

Failed

IN7 313 OUT2 210

✓

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 295 OUT974

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

100.0%

IN73 011 OUT7 981

✓

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 287 OUT1 088

✓

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 287 OUT671

✓

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

Passed

IN7 323 OUT970

✓

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 297 OUT821

✓

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 320 OUT518

✓

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 290 OUT995

✓

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 309 OUT666

✓

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 307 OUT722

✓

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 316 OUT529

✓

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

Passed

IN7 275 OUT1 001

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

80.0%

IN70 822 OUT5 523

✓

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 055 OUT489

✓

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

Passed

IN7 070 OUT437

✓

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

Passed

IN7 082 OUT659

✓

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 069 OUT323

✓

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 081 OUT696

✓

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 093 OUT359

×

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

Assertion expression evaluated to false: (args.plant_types[0]?.ToLower()).AnyOf(["annual", "annuals"])

Failed

IN7 059 OUT375

×

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

Assertion expression evaluated to false: (args.county?.ToLower()).AnyOf(["santa clara"])

Failed

IN7 142 OUT786

✓

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 103 OUT795

✓

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 068 OUT604

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

90.0%

IN71 776 OUT9 330

✓

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 202 OUT1 633

✓

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 178 OUT977

✓

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 178 OUT718

✓

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 162 OUT955

✓

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 189 OUT1 378

×

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

Assertion expression evaluated to false: (args.country?.ToLower()).AnyOf(["u.s", "united states", "usa", "u.s."])

Failed

IN7 176 OUT791

✓

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 194 OUT403

✓

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

Passed

IN7 168 OUT875

✓

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 157 OUT500

✓

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 172 OUT1 100

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

100.0%

IN73 552 OUT6 865

✓

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 328 OUT891

✓

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 368 OUT767

✓

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 355 OUT388

✓

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 319 OUT737

✓

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

Passed

IN7 341 OUT429

✓

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 336 OUT519

✓

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 366 OUT905

✓

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 431 OUT989

✓

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 377 OUT448

✓

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 331 OUT792

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

90.0%

IN75 906 OUT9 716

✓

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 263 OUT847

✓

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 189 OUT1 247

×

SimpleFetchLawCaseByNumberBFCL/simple_python_171 (fetch_law_case_details): case_number 43403, court New York, year 2018.1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

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

Failed

IN11 025 OUT1 060

✓

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 242 OUT992

✓

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 198 OUT613

✓

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 201 OUT885

✓

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 189 OUT713

✓

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 198 OUT1 016

✓

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 192 OUT1 309

✓

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

Passed

IN7 209 OUT1 034

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

100.0%

IN4 008 OUT237

✓

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 008 OUT237

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

100.0%

IN3 985 OUT253

✓

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 985 OUT253

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 088 OUT562

✓

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 088 OUT562

Tool Calling - Simple: Live Assistants, Weather & Devices (set 1) 3 passed

100.0%

IN14 750 OUT2 529

✓

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 899 OUT240

✓

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

Passed

IN4 952 OUT1 368

✓

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 899 OUT921

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

100.0%

IN13 952 OUT2 317

✓

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

Passed

IN4 626 OUT878

✓

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 660 OUT579

✓

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 666 OUT860

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

100.0%

IN15 100 OUT1 832

✓

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

Passed

IN5 005 OUT256

✓

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 065 OUT982

✓

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 030 OUT594

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

100.0%

IN15 215 OUT1 759

✓

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

Passed

IN5 030 OUT286

✓

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 122 OUT457

✓

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

Passed

IN5 063 OUT1 016

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

100.0%

IN9 605 OUT1 493

✓

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 838 OUT534

✓

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 767 OUT959

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

100.0%

IN9 600 OUT1 373

✓

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 842 OUT815

✓

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 758 OUT558

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

100.0%

IN8 714 OUT988

✓

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 365 OUT276

✓

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 349 OUT712

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

100.0%

IN14 597 OUT2 821

✓

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 879 OUT1 409

✓

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 881 OUT574

✓

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 837 OUT838

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

100.0%

IN13 882 OUT1 940

✓

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 590 OUT794

✓

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

Passed

IN4 592 OUT314

✓

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 700 OUT832

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

66.7%

IN14 692 OUT1 782

✓

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 916 OUT256

✓

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 889 OUT207

×

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

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

Failed

IN4 887 OUT1 319

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

100.0%

IN14 719 OUT1 891

✓

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 916 OUT541

✓

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 920 OUT610

✓

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 883 OUT740

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

66.7%

IN17 175 OUT2 338

×

SimpleParseAnswerNoDefineValidityBFCL/live_simple_37-14-0 (parseAnswer): answer='The text does not define logistic regression, therefore I cannot answer this question.'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 469 OUT1 411

✓

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 868 OUT281

✓

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 838 OUT646

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

100.0%

IN15 192 OUT1 246

✓

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 041 OUT210

✓

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 103 OUT342

✓

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 048 OUT694

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

66.7%

IN15 227 OUT1 704

×

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 093 OUT890

✓

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 105 OUT363

✓

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 029 OUT451

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

100.0%

IN15 238 OUT1 999

✓

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 144 OUT818

✓

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 061 OUT497

✓

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 033 OUT684

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

100.0%

IN15 078 OUT1 456

✓

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

Passed

IN5 108 OUT603

✓

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 005 OUT258

✓

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 965 OUT595

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

100.0%

IN14 050 OUT2 017

✓

SimpleChafodWhopperBurgerBFCL/live_simple_22-5-0 (ChaFod): TheFod='BURGER' (Whopper mapped to burger).1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN4 639 OUT339

✓

SimpleUberEatKfcChineseBFCL/live_simple_28-7-1 (uber.eat.order): KFC order, 4 items, quantities [10,50,30,90]. Prompt is Chinese, copied verbatim.1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN4 713 OUT830

✓

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 698 OUT848

Tool Calling - Simple: Live Media, Weather & Data (set 2) 10 passed

100.0%

IN76 081 OUT5 962

✓

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 696 OUT1 461

✓

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 583 OUT559

✓

SimpleGetMoviesMumbaiTodayBFCL/live_simple_59-28-0 (get_movies): city='Mumbai', optionals default/omitted.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 551 OUT668

✓

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

Passed

IN7 566 OUT139

✓

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 681 OUT781

✓

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 629 OUT590

✓

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 632 OUT415

✓

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 575 OUT159

✓

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

Passed

IN7 578 OUT221

✓

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 590 OUT969

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

100.0%

IN71 614 OUT4 449

✓

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 175 OUT861

✓

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

Passed

IN7 137 OUT627

✓

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

Passed

IN7 207 OUT265

✓

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 155 OUT214

✓

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 203 OUT487

✓

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 171 OUT228

✓

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 129 OUT586

✓

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 142 OUT230

✓

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 132 OUT137

✓

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 163 OUT814

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

100.0%

IN53 294 OUT3 212

✓

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 336 OUT512

✓

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

Passed

IN5 384 OUT339

✓

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 478 OUT830

✓

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 360 OUT429

✓

SimpleTodoAddGoToGoaBFCL/live_simple_64-29-4 (todo): type='add', content='go to Goa'.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN5 281 OUT183

✓

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 280 OUT208

✓

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

Passed

IN5 291 OUT144

✓

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 287 OUT158

✓

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 304 OUT204

✓

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

Passed

IN5 293 OUT205

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

100.0%

IN14 588 OUT1 357

✓

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 877 OUT932

✓

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 883 OUT270

✓

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

Passed

IN4 828 OUT155

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

100.0%

IN15 598 OUT2 077

✓

SimpleHandoverPackageArrivalBFCL/live_simple_257-137-1 (answer_question): statement=package-arrival-time question, urgency/language default. System instructs HANDOVER on question. NOTE: no collider loop observed (single clean call, sibling tests pass); statement is free text -> substring-intent of the key phrase (model drops "Can you tell me").1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN5 217 OUT326

✓

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 168 OUT548

✓

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 213 OUT1 203

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

100.0%

IN14 947 OUT927

✓

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 036 OUT356

✓

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

Passed

IN4 954 OUT218

✓

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 957 OUT353

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

100.0%

IN14 662 OUT1 360

✓

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 923 OUT256

✓

SimpleGetVersionBFCL/live_simple_247-129-0 (version_api.VersionApi.get_version): no arguments.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN4 835 OUT467

✓

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 904 OUT637

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

100.0%

IN15 199 OUT1 860

✓

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 054 OUT487

✓

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 104 OUT1 030

✓

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 041 OUT343

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

100.0%

IN14 821 OUT2 087

✓

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 995 OUT367

✓

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 910 OUT335

✓

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 916 OUT1 385

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

100.0%

IN9 291 OUT1 038

✓

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 642 OUT614

✓

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 649 OUT424

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

100.0%

IN4 598 OUT603

✓

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 598 OUT603

–

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 266 OUT1 586

✓

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 589 OUT1 204

✓

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 677 OUT382

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

100.0%

IN8 954 OUT448

✓

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 512 OUT325

✓

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

Passed

IN4 442 OUT123

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

100.0%

IN14 633 OUT613

✓

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 902 OUT243

✓

SimpleSetVolume30BFCL/live_simple_243-126-1 (set_volume): volume=30.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN4 864 OUT175

✓

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 867 OUT195

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

100.0%

IN15 207 OUT1 357

✓

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 102 OUT727

✓

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 052 OUT422

✓

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 053 OUT208

Tool Calling - Simple: Live Movies, Music & Booking (set 4) 3 passed

100.0%

IN15 203 OUT1 843

✓

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 096 OUT864

✓

SimpleMoviesComedyCordenBFCL/live_simple_211-117-3 (Movies_3_FindMovies): genre='Comedy' (prompt 'Comic'), cast='James Corden', director dontcare. NOTE: args are correct; single-call contract stays strict. The 27B occasionally emits a 2nd call (over-call) -> legit intermittent fail (kept as signal).1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN5 072 OUT677

✓

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 035 OUT302

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

100.0%

IN15 131 OUT1 423

✓

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 028 OUT767

✓

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 037 OUT274

✓

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 066 OUT382

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

100.0%

IN15 151 OUT1 300

✓

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 047 OUT771

✓

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 036 OUT185

✓

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 068 OUT344

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

100.0%

IN14 960 OUT1 501

✓

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 039 OUT920

✓

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

Passed

IN4 949 OUT333

✓

SimpleUserMandatesPendingBFCL/live_simple_254-136-0 (user.mandates): user_id='U123', status='pending'.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN4 972 OUT248

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

100.0%

IN14 898 OUT1 443

✓

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 968 OUT658

✓

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 945 OUT240

✓

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 985 OUT545

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

66.7%

IN15 557 OUT1 377

×

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 198 OUT346

✓

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 176 OUT648

✓

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 183 OUT383

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

100.0%

IN18 920 OUT3 929

✓

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 766 OUT1 207

✓

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 727 OUT1 259

✓

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 713 OUT926

✓

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 714 OUT537

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

77.8%

IN47 806 OUT3 609

✓

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 573 OUT188

✓

SimpleCmdDockerStartBFCL/live_simple_168-99-2 (cmd_controller.execute): start Docker -> 'docker start'.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN4 573 OUT104

✓

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 582 OUT423

✓

SimpleCmdEchoTimeBFCL/live_simple_166-99-0 (cmd_controller.execute): current time -> 'echo %time%'.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN4 594 OUT304

×

SimpleCmdListCDriveBFCL/live_simple_170-99-4 (cmd_controller.execute): list C drive -> 'dir C:\'.1 AI query 2 tool callscategory:ToolCallinglevel:Easysource:BFCL

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

Failed

IN10 896 OUT731

×

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 659 OUT244

✓

SimpleCmdStartCalcBFCL/live_simple_173-99-7 (cmd_controller.execute): open calculator -> 'start calc'.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN4 575 OUT176

✓

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 606 OUT437

✓

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

Passed

IN4 748 OUT1 002

Tool Calling - Simple: Live Services, Weather & Commands (set 11) 2 passed2 failed

50.0%

IN19 655 OUT2 656

✓

SimpleItemsCircleLogosBFCL/live_simple_162-96-1 (get_items): 4 circle-logo copyright items.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN4 826 OUT605

✓

SimpleItemsLegoMovieBFCL/live_simple_163-96-2 (get_items): 7 Lego-movie copyright items.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN4 921 OUT484

×

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

Assertion expression evaluated to false: args.items.Count == 12 Values: args.items.Count = 8

Failed

IN5 039 OUT401

×

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 869 OUT1 166

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

100.0%

IN9 434 OUT1 453

✓

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 863 OUT770

✓

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 571 OUT683

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

100.0%

IN13 680 OUT1 558

✓

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 549 OUT628

✓

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 569 OUT555

✓

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 562 OUT375

Tool Calling - Simple: Live Services, Weather & Commands (set 14) 2 passed

100.0%

IN9 757 OUT1 437

✓

SimpleExtractChineseNamesBFCL/live_simple_165-98-0 (extractor.extract_information): Chinese text -> [李雷,18],[李丽,21] (sister 3 yrs older).1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN4 878 OUT726

✓

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 879 OUT711

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

100.0%

IN13 110 OUT2 250

✓

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 353 OUT1 036

✓

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 387 OUT559

✓

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 370 OUT655

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

100.0%

IN13 072 OUT2 380

✓

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 339 OUT728

✓

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

Passed

IN4 369 OUT1 370

✓

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 364 OUT282

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

100.0%

IN17 403 OUT2 630

✓

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 325 OUT434

✓

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 327 OUT591

✓

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 380 OUT731

✓

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 371 OUT874

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

100.0%

IN13 209 OUT2 178

✓

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 374 OUT343

✓

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 431 OUT1 107

✓

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 404 OUT728

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

100.0%

IN13 396 OUT2 095

✓

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 468 OUT540

✓

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 461 OUT889

✓

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 467 OUT666

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

100.0%

IN13 721 OUT2 297

✓

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 585 OUT780

✓

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 564 OUT642

✓

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 572 OUT875

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

100.0%

IN13 820 OUT1 513

✓

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 639 OUT474

✓

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

Passed

IN4 591 OUT339

✓

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 590 OUT700

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

83.3%

IN27 845 OUT2 491

✓

SimpleCmdEchoTimeUnitBFCL/live_simple_157-95-14 (cmd_controller.execute): current time -> 'echo %time%'.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN4 619 OUT471

×

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

Assertion expression evaluated to false: (args.unit?.ToLower()).AnyOf([null, "", "n/a"])

Failed

IN4 647 OUT562

✓

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 614 OUT166

✓

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 614 OUT159

✓

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

Passed

IN4 634 OUT335

✓

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 717 OUT798

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

100.0%

IN13 872 OUT2 132

✓

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 597 OUT372

✓

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

Passed

IN4 576 OUT173

✓

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 699 OUT1 587

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

100.0%

IN19 605 OUT1 342

✓

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 866 OUT252

✓

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 978 OUT388

✓

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 897 OUT404

✓

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

Passed

IN4 864 OUT298

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

100.0%

IN20 023 OUT3 633

✓

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 893 OUT128

✓

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 169 OUT1 043

✓

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 050 OUT741

✓

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 911 OUT1 721

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

100.0%

IN21 311 OUT2 645

✓

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 272 OUT796

✓

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 399 OUT498

✓

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 306 OUT353

✓

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 334 OUT998

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

100.0%

IN14 710 OUT1 386

✓

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 818 OUT222

✓

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 038 OUT835

✓

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 854 OUT329

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

100.0%

IN14 094 OUT1 653

✓

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 711 OUT297

✓

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 696 OUT876

✓

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 687 OUT480

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

66.7%

IN14 467 OUT1 932

✓

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 832 OUT1 347

✓

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 805 OUT319

×

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 830 OUT266

Tool Calling - Simple: Live Shell, Classification & APIs (set 2) 3 passed

100.0%

IN16 038 OUT3 120

✓

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

Passed

IN5 041 OUT370

✓

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 901 OUT1 325

✓

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 096 OUT1 425

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

100.0%

IN21 436 OUT2 089

✓

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

Passed

IN5 217 OUT523

✓

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 617 OUT770

✓

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 299 OUT491

✓

SimpleUpdateProfileEmailAgeBFCL/live_simple_114-70-0 (update_user_profile): user_id=12345, email+age set, bio omitted, notify default.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN5 303 OUT305

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

75.0%

IN20 829 OUT2 510

✓

SimpleCmdKillFirefoxBFCL/live_simple_144-95-1 (cmd_controller.execute): close firefox via taskkill.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN5 081 OUT245

×

SimpleRecordMoneyTransactionsCreditBFCL/live_simple_108-65-0 (record): classify 10 queries into money-movement / transactions / credit-limit / link-accounts. EXPECTED MODEL MISS: the 27B classifies 'show me all outgoing wire transfers' as a transaction-view (get_transactions_start) rather than money_movement_start per GT, so the get_transactions count comes out as 5 instead of 4. GT bucketing kept strict; this is a legit model classification failure.1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

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

Failed

IN5 520 OUT1 568

✓

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

Passed

IN5 069 OUT328

✓

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 159 OUT369

Tool Calling - Simple: Live Shell, Classification & APIs (set 5) 3 passed1 failed

75.0%

IN27 489 OUT4 571

×

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 2 tool callscategory:ToolCallinglevel:Easysource:BFCL

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

Failed

IN11 741 OUT1 129

✓

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

Passed

IN5 139 OUT527

✓

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 338 OUT1 980

✓

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 271 OUT935

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

75.0%

IN24 371 OUT3 159

×

SimpleCmdStartHuggingfaceBFCL/live_simple_146-95-3 (cmd_controller.execute): open huggingface via start command.1 AI query 2 tool callscategory:ToolCallinglevel:Easysource:BFCL

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

Failed

IN8 129 OUT1 101

✓

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 446 OUT342

✓

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 291 OUT476

✓

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 505 OUT1 240

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

100.0%

IN14 937 OUT2 521

✓

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

Passed

IN4 865 OUT159

✓

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 200 OUT1 686

✓

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 872 OUT676

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

66.7%

IN14 857 OUT1 498

×

SimpleCmdWhatFileInCBFCL/live_simple_148-95-5 (cmd_controller.execute): 'what is the file in c' => 'dir C:\'. EXPECTED MODEL MISS: the 27B mis-selects the 'record' classifier (dropping the request into its 'outofscope' bucket) instead of cmd_controller_execute. record is a legitimate distractor here (not a looping universal collider), so this stays as a real tool-selection failure — no isolation needed.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Assertion expression evaluated to false: call.ToolName == expectedTool Values: call.ToolName = "record" expectedTool = "cmd_controller_execute"

Failed

IN4 937 OUT412

✓

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 958 OUT723

✓

SimpleReqRecommendationsDacBFCL/live_simple_133-86-0 (requests.get): recommendations url, params advisoryId='dac'.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN4 962 OUT363

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

100.0%

IN13 871 OUT1 024

✓

SimpleCalculateSum133And34BFCL/live_simple_115-71-0 (calculate_sum): number1=133, number2=34.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN4 607 OUT364

✓

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 581 OUT167

✓

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 683 OUT493

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

100.0%

IN88 613 OUT10 256

✓

SimpleAlgebraQuadraticRootsBFCL/simple_python_3 (algebra.quadratic_roots): a=1, b=-3, c=2.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN7 395 OUT666

✓

SimpleAreaUnderCurveXSquaredBFCL/simple_python_13 (calculate_area_under_curve): function y=x^2, interval [1,3], method omitted/trapezoidal.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 392 OUT940

✓

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

Passed

IN7 376 OUT1 099

✓

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 383 OUT870

✓

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 384 OUT950

✓

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 411 OUT848

✓

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 392 OUT847

✓

SimpleGeometryAreaCircleBFCL/simple_python_8 (geometry.area_circle): radius=10, units omitted or 'meters'.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN7 365 OUT970

✓

SimpleGetPrimeFactors450BFCL/simple_python_17 (get_prime_factors): number=450, formatted omitted or true.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN7 355 OUT849

✓

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 396 OUT1 653

✓

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

Passed

IN7 379 OUT263

✓

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 385 OUT301

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

100.0%

IN88 306 OUT10 050

✓

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 359 OUT664

✓

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 350 OUT1 406

✓

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 360 OUT1 313

✓

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 397 OUT723

✓

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 334 OUT442

✓

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

Passed

IN7 327 OUT591

✓

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 392 OUT865

✓

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 367 OUT1 040

✓

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

Passed

IN7 345 OUT500

✓

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

Passed

IN7 341 OUT1 182

✓

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 376 OUT604

✓

SimpleSolveQuadraticEquation265BFCL/simple_python_4 (solve_quadratic_equation): a=2, b=6, c=5.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN7 358 OUT720

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

100.0%

IN60 210 OUT8 348

✓

SimpleBoilingMeltingPointsBFCL/simple_python_47 (get_boiling_melting_points): substance='water', sea_level=5000.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN6 684 OUT1 173

✓

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 702 OUT997

✓

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 716 OUT2 049

✓

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 672 OUT907

✓

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

Passed

IN6 685 OUT655

✓

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

Passed

IN6 676 OUT545

✓

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 694 OUT639

✓

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 705 OUT1 121

✓

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

Passed

IN6 676 OUT262

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

100.0%

IN59 729 OUT7 974

✓

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 640 OUT641

✓

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 642 OUT613

✓

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 627 OUT850

✓

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

Passed

IN6 600 OUT221

✓

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

Passed

IN6 633 OUT638

✓

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 625 OUT608

✓

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

Passed

IN6 638 OUT497

✓

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 661 OUT1 317

✓

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 663 OUT2 589

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

100.0%

IN51 550 OUT5 429

✓

SimpleAbsolutePressureBFCL/simple_python_49 (calc_absolute_pressure): atm_pressure=1, gauge_pressure=2.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN6 437 OUT826

✓

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 475 OUT896

✓

SimpleFinalVelocityAccelTimeBFCL/simple_python_27 (final_velocity): initial_velocity=10, acceleration=2, time=5.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN6 469 OUT677

✓

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 422 OUT242

✓

SimpleMathGcd12And18BFCL/simple_python_24 (math.gcd): num1=12, num2=18.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN6 423 OUT494

✓

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 433 OUT648

✓

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 460 OUT1 200

✓

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 431 OUT446

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

100.0%

IN107 010 OUT11 169

✓

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 213 OUT487

✓

SimpleAverageTemperatureBFCL/simple_python_78 (average_temperature): location=Austin, days=3, temp_unit=Celsius.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN8 197 OUT665

✓

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 230 OUT648

✓

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 216 OUT777

✓

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 273 OUT452

✓

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 276 OUT789

✓

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 227 OUT1 368

✓

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 265 OUT1 542

✓

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 216 OUT445

✓

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 305 OUT1 698

✓

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 210 OUT788

✓

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 193 OUT927

✓

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 189 OUT583

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

100.0%

IN106 623 OUT9 061

✓

SimpleBmiMetersBFCL/simple_python_88 (calculate_BMI): weight_kg=70, height_m=1.75.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN8 202 OUT922

✓

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 186 OUT901

✓

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

Passed

IN8 225 OUT878

✓

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 226 OUT1 114

✓

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 234 OUT639

✓

SimpleEvolutionPredictionDarwinBFCL/simple_python_76 (prediction.evolution): species=Homo Sapiens, years=50, model=Darwin.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN8 200 OUT401

✓

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 205 OUT885

✓

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 196 OUT598

✓

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

Passed

IN8 149 OUT545

✓

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 197 OUT725

✓

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 191 OUT733

✓

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

Passed

IN8 175 OUT334

✓

SimpleUpdateUserInfoBFCL/simple_python_94 (update_user_info): user_id=43523, update_info={name:John Doe, email:johndoe@email.com}, database omitted or CustomerInfo. NOTE: single-call contract kept intentionally; the model very occasionally emits a spurious second call (args are correct ~3/3 sampled runs), a model-reliability signal rather than a test defect.1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN8 237 OUT386

Tool Calling - Simple: Science, Data & Biology (set 3) 11 passed1 failed

91.7%

IN95 417 OUT7 307

✓

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 660 OUT759

✓

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 632 OUT684

✓

SimpleCellInfoHumanBFCL/simple_python_55 (biology.get_cell_info): cell_type=human, detailed=true.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 595 OUT758

×

SimpleCellProteinsMembraneBFCL/simple_python_56 (cellbio.get_proteins): cell_compartment=plasma membrane, include_description omitted/true/false.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 562 OUT1 281

✓

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 640 OUT552

✓

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 641 OUT357

✓

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 599 OUT253

✓

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 614 OUT531

✓

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 634 OUT541

✓

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 626 OUT742

✓

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

Passed

IN7 615 OUT566

✓

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

Passed

IN7 599 OUT283

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

100.0%

IN94 138 OUT9 476

✓

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 900 OUT712

✓

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 861 OUT745

✓

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 830 OUT344

✓

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 837 OUT589

✓

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 830 OUT793

✓

SimpleGenotypeFrequencyBFCL/simple_python_64 (calculate_genotype_frequency): allele_frequency=0.3, genotype=AA.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN7 839 OUT746

✓

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

Passed

IN7 813 OUT1 111

✓

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 843 OUT838

✓

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 886 OUT508

✓

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 828 OUT557

✓

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 836 OUT911

✓

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 835 OUT1 622

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

100.0%

IN91 920 OUT10 013

✓

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 667 OUT775

✓

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 628 OUT766

✓

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 629 OUT211

✓

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 650 OUT794

✓

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 648 OUT815

✓

SimpleHighestGameScoreBFCL/simple_python_349 (game_score.highest): Overwatch, PC, region Global or omitted.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN7 641 OUT803

✓

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 646 OUT1 294

✓

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 648 OUT677

✓

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 839 OUT1 860

✓

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 646 OUT552

✓

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 631 OUT652

✓

SimpleTeamRankRegularBFCL/simple_python_317 (get_team_rank): LA Lakers, NBA, 2021, type regular.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN7 647 OUT814

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

100.0%

IN78 468 OUT9 102

✓

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

Passed

IN7 124 OUT740

✓

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 125 OUT690

✓

SimpleFifaTeamRankingBFCL/simple_python_318 (get_team_ranking): Germany, 2021, gender men or omitted.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN7 132 OUT1 468

✓

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 110 OUT1 033

✓

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 258 OUT1 061

✓

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

Passed

IN7 104 OUT273

✓

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 160 OUT905

✓

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 128 OUT344

✓

SimpleThirdChordBFCL/simple_python_301 (get_third_chord): key C, type major or omitted.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN7 102 OUT1 232

✓

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

Passed

IN7 105 OUT676

✓

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 120 OUT680

Tool Calling - Simple: Sports & Games (set 3) 8 passed1 failed

88.9%

IN58 071 OUT7 883

✓

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 464 OUT707

✓

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

Passed

IN6 446 OUT968

✓

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

Passed

IN6 447 OUT749

✓

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 440 OUT826

×

SimpleGameItemStatsBFCL/simple_python_344 (get_game_item_stats): BotW, Guardian Sword+, stat power/power rating.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Assertion expression evaluated to false: (args.stat?.ToLower()).AnyOf(["power", "power rating"])

Failed

IN6 484 OUT1 051

✓

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 452 OUT815

✓

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 454 OUT741

✓

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 438 OUT1 314

✓

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 446 OUT712

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

100.0%

IN41 849 OUT4 696

✓

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

Passed

IN5 954 OUT820

✓

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 972 OUT746

✓

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 979 OUT490

✓

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 971 OUT548

✓

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 991 OUT456

✓

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 007 OUT929

✓

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 975 OUT707

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

100.0%

IN40 512 OUT5 737

✓

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

Passed

IN5 772 OUT1 347

✓

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 795 OUT882

✓

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 817 OUT526

✓

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 773 OUT856

✓

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

Passed

IN5 779 OUT745

✓

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 785 OUT844

✓

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

Passed

IN5 791 OUT537

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

100.0%

IN20 202 OUT3 749

✓

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 080 OUT846

✓

SimpleCreatePlayerProfileBFCL/simple_python_348 (create_player_profile): StarPlayer, class Mage, starting_level 5.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN5 057 OUT424

✓

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 023 OUT753

✓

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

Passed

IN5 042 OUT1 726

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

100.0%

IN51 703 OUT6 189

✓

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 411 OUT770

✓

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 509 OUT534

✓

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 454 OUT883

✓

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 417 OUT588

✓

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 465 OUT975

✓

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 443 OUT246

✓

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 445 OUT1 201

✓

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 559 OUT992

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

100.0%

IN53 922 OUT8 309

✓

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 717 OUT841

✓

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 705 OUT948

✓

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 744 OUT1 240

✓

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 737 OUT2 124

✓

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 738 OUT669

✓

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 698 OUT503

✓

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 750 OUT879

✓

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 833 OUT1 105

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

100.0%

IN52 210 OUT6 156

✓

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 523 OUT667

✓

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 479 OUT505

✓

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 511 OUT881

✓

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 538 OUT779

✓

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 539 OUT1 505

✓

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 581 OUT823

✓

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 461 OUT587

✓

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 578 OUT409

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

100.0%

IN52 865 OUT8 022

✓

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 574 OUT837

✓

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 616 OUT1 461

✓

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 557 OUT361

✓

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 550 OUT422

✓

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 665 OUT2 141

✓

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 593 OUT1 037

✓

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 551 OUT971

✓

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 759 OUT792

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

100.0%

IN53 388 OUT7 887

✓

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 665 OUT1 080

✓

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 644 OUT1 021

✓

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 643 OUT604

✓

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 683 OUT695

✓

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 669 OUT609

✓

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 767 OUT2 053

✓

SimpleStockPricesDurationBFCL/simple_python_147 (get_stock_prices): companies=[Microsoft,Google], duration='2 weeks'.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN6 621 OUT313

✓

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 696 OUT1 512

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

100.0%

IN71 461 OUT7 598

✓

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 153 OUT983

✓

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 172 OUT1 009

✓

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 154 OUT512

✓

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 120 OUT764

✓

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 137 OUT708

✓

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

Passed

IN7 096 OUT595

✓

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

Passed

IN7 117 OUT250

✓

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 175 OUT1 034

✓

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 156 OUT318

✓

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 181 OUT1 425

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

100.0%

IN4 535 OUT538

✓

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 535 OUT538

Tool Calling - Tool Selection: Art & Music 9 passed

100.0%

IN105 612 OUT6 242

✓

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

Passed

IN11 764 OUT706

✓

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

Passed

IN11 730 OUT332

✓

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

Passed

IN11 733 OUT738

✓

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 738 OUT796

✓

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 767 OUT352

✓

SelectMetropolitanArtworksToolBFCL/multiple_163 (metropolitan_museum.get_top_artworks): top artworks sorted by popularity.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN11 732 OUT571

✓

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

Passed

IN11 706 OUT1 093

✓

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

Passed

IN11 717 OUT966

✓

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

Passed

IN11 725 OUT688

Tool Calling - Tool Selection: Calculators & Directories 8 passed

100.0%

IN76 779 OUT6 922

✓

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

Passed

IN9 591 OUT666

✓

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 610 OUT960

✓

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

Passed

IN9 580 OUT956

✓

SelectLibrarySearchBookToolBFCL/multiple_38 (library.search_book): search for a book, not reserve one.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN9 592 OUT491

✓

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

Passed

IN9 605 OUT618

✓

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 623 OUT1 760

✓

SelectSolveQuadraticEquationToolBFCL/multiple_28 (solve.quadratic_equation): solve a quadratic, not rgb/string-reverse.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN9 599 OUT927

✓

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

Passed

IN9 579 OUT544

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

70.0%

IN151 891 OUT9 571

✓

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 172 OUT1 060

✓

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

Passed

IN13 148 OUT708

×

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 140 OUT1 116

✓

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 141 OUT597

✓

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 175 OUT843

✓

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

Passed

IN13 139 OUT443

×

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 913 OUT1 216

✓

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

Passed

IN13 112 OUT761

×

SelectMarketPerformanceToolBFCL/multiple_131 (market_performance.get_data): index performance over N days.1 AI query 3 tool callscategory:ToolCallinglevel:Hardsource:BFCL

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

Failed

IN26 791 OUT2 116

✓

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 160 OUT711

Tool Calling - Tool Selection: Finance & Markets 8 passed

100.0%

IN82 450 OUT6 492

✓

SelectAvgClosingPriceToolBFCL/multiple_56 (avg_closing_price): average closing price, not volume/total revenue.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN10 275 OUT503

✓

SelectCompoundInterestCalcToolBFCL/multiple_49 (calc_Compound_Interest): compound interest, not future value/simple interest.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN10 324 OUT808

✓

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

Passed

IN10 285 OUT949

✓

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 276 OUT898

✓

SelectHousePriceForecastToolBFCL/multiple_50 (house_price_forecast): house price forecast, not weather/stock forecast.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN10 269 OUT481

✓

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

Passed

IN10 324 OUT728

✓

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

Passed

IN10 316 OUT938

✓

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 381 OUT1 187

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

85.7%

IN64 554 OUT3 924

✓

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 223 OUT552

✓

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 212 OUT731

✓

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

Passed

IN9 241 OUT273

×

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

Assertion expression evaluated to false: args.ingredientLimit == 4 Values: args.ingredientLimit = 5

Failed

IN9 211 OUT836

✓

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 227 OUT442

✓

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 220 OUT445

✓

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 220 OUT645

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

100.0%

IN137 973 OUT5 890

✓

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

Passed

IN13 824 OUT540

✓

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

Passed

IN13 789 OUT312

✓

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

Passed

IN13 802 OUT1 131

✓

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 794 OUT341

✓

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

Passed

IN13 798 OUT271

✓

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 789 OUT589

✓

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

Passed

IN13 799 OUT1 146

✓

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 793 OUT504

✓

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

Passed

IN13 794 OUT639

✓

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 791 OUT417

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

100.0%

IN58 976 OUT4 389

✓

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

Passed

IN8 409 OUT624

✓

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

Passed

IN8 472 OUT620

✓

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

Passed

IN8 425 OUT539

✓

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 405 OUT536

✓

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 411 OUT376

✓

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 433 OUT1 020

✓

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 421 OUT674

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

90.0%

IN136 015 OUT8 587

✓

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

Passed

IN13 576 OUT860

×

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

Assertion expression evaluated to false: args.source.ToLower() == "historical records"

Failed

IN13 578 OUT1 186

✓

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

Passed

IN13 573 OUT540

✓

SelectHistoricalContribToolBFCL/multiple_156 (historical_contrib.get_contrib): scientist's contribution on a date.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN13 608 OUT1 563

✓

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

Passed

IN13 621 OUT1 046

✓

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 602 OUT407

✓

SelectNeuronalActivityToolBFCL/multiple_150 (calculate_neuronal_activity): neuronal activity from synaptic rate/weight/decay.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN13 632 OUT758

✓

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

Passed

IN13 639 OUT606

✓

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

Passed

IN13 589 OUT905

✓

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 597 OUT716

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

100.0%

IN85 985 OUT6 588

✓

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 764 OUT524

✓

SelectArtworkSearchToolBFCL/multiple_77 (artwork_search.find): artwork search, not tourist_attraction/park search.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN10 747 OUT1 018

–

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 748 OUT803

✓

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

Passed

IN10 754 OUT805

–

SelectMuseumInfoToolBFCL/multiple_78 (museum_info): museum info with a feature list, not generic tourist_spot_info.0 AI queries 0 tool callscategory:ToolCallinglevel:Hardsource:BFCL

Skipped: Ambiguous single-call item (item flaw, not model behavior): a dedicated exhibition_info tool coexists with museum_info, so the 'exhibitions' part can reasonably route either to museum_info's features or to a separate exhibition_info call; a competent model may make one or two calls - not deterministic. Kept for traceability.

Skipped

IN0 OUT0

✓

SelectPaintColorTrendsToolBFCL/multiple_75 (paint_color.trends): paint color trend, not weather/house-price trends.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN10 732 OUT972

✓

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

Passed

IN10 756 OUT923

✓

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

Passed

IN10 737 OUT934

✓

SelectStatePopulationToolBFCL/multiple_72 (us_history.population_by_state_year): state population, not GDP.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN10 747 OUT609

Tool Calling - Tool Selection: Isolated Collisions: Exhibition, Hotel & Currency 1 passed2 failed

33.3%

IN21 022 OUT2 295

×

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

Assertion expression evaluated to false: args.room_type.ToLower() == "luxury"

Failed

IN7 063 OUT312

×

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

Assertion expression evaluated to false: args.from_currency == "EUR" Values: args.from_currency = "Euro"

Failed

IN6 978 OUT620

✓

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

Passed

IN6 981 OUT1 363

Tool Calling - Tool Selection: Knowledge & Media 8 passed2 failed

80.0%

IN123 695 OUT9 611

✓

SelectBattleDetailsToolBFCL/multiple_18 (european_history.battle_details): battle details, not war/leader info.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN11 747 OUT569

✓

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

Passed

IN11 796 OUT439

✓

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

Passed

IN11 818 OUT1 051

×

SelectGameRewardsToolBFCL/multiple_26 (game_rewards.get): rewards, not scores/missions list.1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

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

Failed

IN17 771 OUT2 034

✓

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

Passed

IN11 771 OUT593

✓

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 747 OUT444

✓

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

Passed

IN11 769 OUT866

✓

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

Passed

IN11 739 OUT904

✓

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

Passed

IN11 753 OUT622

×

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

Assertion expression evaluated to false: call.ToolName == expectedTool Values: call.ToolName = "video_games_on_sale" expectedTool = "video_games_store_price"

Failed

IN11 784 OUT2 089

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

100.0%

IN121 617 OUT6 391

✓

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

Passed

IN12 151 OUT1 138

✓

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

Passed

IN12 186 OUT936

✓

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

Passed

IN12 138 OUT395

✓

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 157 OUT940

✓

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

Passed

IN12 152 OUT325

✓

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

Passed

IN12 153 OUT301

✓

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

Passed

IN12 148 OUT325

✓

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

Passed

IN12 158 OUT493

✓

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 247 OUT725

✓

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

Passed

IN12 127 OUT813

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

100.0%

IN86 772 OUT4 945

✓

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

Passed

IN9 632 OUT663

✓

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

Passed

IN9 647 OUT295

✓

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

Passed

IN9 618 OUT460

✓

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

Passed

IN9 651 OUT401

✓

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 645 OUT792

✓

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 641 OUT322

✓

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 657 OUT825

✓

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

Passed

IN9 634 OUT514

✓

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

Passed

IN9 647 OUT673

Tool Calling - Tool Selection: Mathematics 8 passed

100.0%

IN75 269 OUT5 785

✓

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

Passed

IN9 413 OUT672

✓

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

Passed

IN9 432 OUT1 507

✓

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

Passed

IN9 407 OUT704

✓

SelectFunctionsIntersectToolBFCL/multiple_29 (functions.intersect): intersection of two functions, not zeros of one.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN9 409 OUT567

✓

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

Passed

IN9 399 OUT629

✓

SelectQuadraticRootsToolBFCL/multiple_11 (math_roots.quadratic): quadratic roots from coefficients, not cubic/polynomial.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN9 411 OUT781

✓

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

Passed

IN9 397 OUT473

✓

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

Passed

IN9 401 OUT452

Tool Calling - Tool Selection: Mathematics & Geometry 7 passed

100.0%

IN70 293 OUT3 928

✓

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

Passed

IN10 026 OUT498

✓

SelectCircumferenceToolBFCL/multiple_98 (geometry.circumference): circle circumference, not the reference/time/melody tools.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN10 017 OUT516

✓

SelectDatabaseQueryToolBFCL/multiple_119 (database.query): structured DB query with conditions, not the score/ROI/probability distractors.1 AI query 1 tool callcategory:ToolCallinglevel:Hardsource:BFCL

Passed

IN10 088 OUT376

✓

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

Passed

IN10 040 OUT909

✓

SelectHcfToolBFCL/multiple_100 (math.hcf): highest common factor, not the scale-progression distractor.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN10 036 OUT537

✓

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

Passed

IN10 049 OUT708

✓

SelectTriangleAreaToolBFCL/multiple_121 (geometry.area_triangle): triangle area, not map directions / invention lookup.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN10 037 OUT384

Tool Calling - Tool Selection: Mixed Domains 7 passed1 skipped

100.0%

IN68 819 OUT5 677

✓

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

Passed

IN9 842 OUT373

✓

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 855 OUT1 523

✓

SelectCapitalToolBFCL/multiple_2 (country_info.capital): selects capital lookup, not largest_city/population.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN9 754 OUT430

✓

SelectDisplacementToolBFCL/multiple_4 (kinematics.calculate_displacement): selects displacement, not final_speed.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN9 847 OUT953

✓

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

Passed

IN9 799 OUT817

✓

SelectRealEstateSearchToolBFCL/multiple_8 (realestate.find_properties): property search with budget, not property_valuation.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN9 858 OUT644

✓

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 864 OUT937

–

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 204 OUT5 588

✓

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

Passed

IN10 019 OUT354

✓

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

Passed

IN10 042 OUT226

✓

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

Passed

IN10 030 OUT780

✓

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 008 OUT255

✓

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

Passed

IN10 018 OUT491

✓

SelectPlayerCountToolBFCL/multiple_88 (video_games.get_player_count): active player count, not sales.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN10 027 OUT847

✓

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 008 OUT651

✓

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

Passed

IN10 024 OUT481

✓

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

Passed

IN10 028 OUT1 503

Tool Calling - Tool Selection: Physical Sciences 10 passed

100.0%

IN113 064 OUT9 829

✓

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 291 OUT508

✓

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 294 OUT903

✓

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

Passed

IN11 274 OUT798

✓

SelectFinalTemperatureToolBFCL/multiple_42 (calculate_final_temperature): mixing two gas samples, not mass calculation.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN11 335 OUT800

✓

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 284 OUT1 084

✓

SelectGeologyEraToolBFCL/multiple_45 (geology.get_era): geological era date, not historical event date.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN11 267 OUT944

✓

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 334 OUT2 053

✓

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 390 OUT897

✓

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 310 OUT947

✓

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 285 OUT895

Tool Calling - Tool Selection: Physics & Biology 13 passed

100.0%

IN195 021 OUT8 300

✓

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

Passed

IN14 970 OUT788

✓

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

Passed

IN14 997 OUT288

✓

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

Passed

IN15 015 OUT713

✓

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 993 OUT826

✓

SelectEvolutionPredictionToolBFCL/multiple_114 (prediction.evolution): evolutionary-rate prediction, not modify_painting / calculate_probability.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN15 005 OUT391

✓

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 985 OUT870

✓

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 065 OUT804

✓

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

IN14 998 OUT396

✓

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

Passed

IN15 000 OUT455

✓

SelectHeatCapacityToolBFCL/multiple_108 (calc_heat_capacity): gas heat capacity, not discounted_cash_flow.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN15 007 OUT743

✓

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 983 OUT600

✓

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

IN14 999 OUT711

✓

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 004 OUT715

Tool Calling - Tool Selection: Sports & Card Games 8 passed2 failed

80.0%

IN147 949 OUT8 277

✓

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 423 OUT527

×

SelectDefenseRankingToolBFCL/multiple_173 (get_defense_ranking): NBA best-defence ranking by season.1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

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

Failed

IN20 291 OUT1 604

✓

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

Passed

IN13 406 OUT649

✓

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 417 OUT234

✓

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 436 OUT854

✓

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

Passed

IN13 407 OUT593

✓

SelectSoccerPlayerStatsToolBFCL/multiple_170 (soccer_stat.get_player_stats): player stats by name/season.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN13 434 OUT807

✓

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

Passed

IN13 404 OUT717

×

SelectTeamScheduleToolBFCL/multiple_176 (sports_team.get_schedule): team schedule for N games in a league.1 AI query 2 tool callscategory:ToolCallinglevel:Mediumsource:BFCL

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

Failed

IN20 326 OUT1 556

✓

SelectTopPlayerToolBFCL/multiple_175 (sports_ranking.get_top_player): top player by sport/gender.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN13 405 OUT736

Tool Calling - Tool Selection: Statistics, Finance & Health 5 passed1 failed

83.3%

IN56 326 OUT4 990

✓

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 367 OUT903

✓

SelectGcdToolBFCL/multiple_101 (math.gcd): greatest common divisor, not get_top_cases.1 AI query 1 tool callcategory:ToolCallinglevel:Easysource:BFCL

Passed

IN9 344 OUT664

×

SelectHotelPricingToolBFCL/multiple_94 (hotel_room_pricing.get): hotel room pricing, not car/flight pricing.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Assertion expression evaluated to false: args.roomType.ToLower() == "suite with queen size bed"

Failed

IN9 375 OUT1 217

✓

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 445 OUT926

✓

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 353 OUT641

✓

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 442 OUT639

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

100.0%

IN91 255 OUT6 150

✓

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 395 OUT544

✓

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 367 OUT551

✓

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

Passed

IN11 422 OUT1 085

✓

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 400 OUT274

✓

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 417 OUT352

✓

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 389 OUT747

✓

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 421 OUT1 148

✓

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 444 OUT1 449

Tool Calling - Tool Selection: Travel & Biology 8 passed

100.0%

IN97 918 OUT5 712

✓

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 281 OUT584

✓

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

Passed

IN12 212 OUT1 088

✓

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

Passed

IN12 231 OUT873

✓

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

Passed

IN12 234 OUT341

✓

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

Passed

IN12 242 OUT756

✓

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 249 OUT581

✓

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

Passed

IN12 223 OUT718

✓

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

Passed

IN12 246 OUT771

Tool Calling - Tool Selection: Triangle Properties 1 passed

100.0%

IN4 613 OUT775

✓

SelectTrianglePropertiesToolBFCL/multiple_0 (triangle_properties.get): retrieves triangle dimensions/properties from 3 sides.1 AI query 1 tool callcategory:ToolCallinglevel:Mediumsource:BFCL

Passed

IN4 613 OUT775

Qwen 3.6 27B NVFP4 Thinking | Benchmark #60

Tool Calling Benchmark based on BFCL

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