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Benchmark category

Reasoning Benchmarks

Reasoning evaluations, model coverage and rankings. Each benchmark keeps its original scale and methodology.

Data as of 2026-08-17

Benchmarks428
Highest coverage239
Score eligible239

Reasoning Benchmark Directory

Select a benchmark to inspect model results, evidence fields and scoring direction.

30 of 103 rows
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Benchmark
Family
Modality
Metric
Coverage
Coverage tier
Evidence
Score eligible
BenchmarkGPQAFamilyGPQAModalitytextMetricScoreCoverage239Coverage tierfeaturedEvidenceCScore eligibleYes
BenchmarkMMLU-ProFamilyMMLU-ProModalitytextMetricScoreCoverage134Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkAIME 2025FamilyAIME 2025ModalitytextMetricScoreCoverage115Coverage tierfeaturedEvidenceCScore eligibleYes
BenchmarkSWE-Bench VerifiedFamilySWE-Bench VerifiedModalitytextMetricScoreCoverage111Coverage tierfeaturedEvidenceCScore eligibleYes
BenchmarkMMLUFamilyMMLUModalitytextMetricScoreCoverage101Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkHumanity's Last ExamFamilyHumanity's Last ExamModalitymultimodalMetricScoreCoverage99Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkLiveCodeBenchFamilyLiveCodeBenchModalitytextMetricScoreCoverage75Coverage tierfeaturedEvidenceCScore eligibleYes
BenchmarkMATHFamilyMATHModalitytextMetricScoreCoverage71Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkMMMU-ProFamilyMMMU-ProModalitymultimodalMetricScoreCoverage68Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkHumanEvalFamilyHumanEvalModalitytextMetricScoreCoverage66Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkMMMUFamilyMMMUModalitymultimodalMetricScoreCoverage63Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkBrowseCompFamilyBrowseCompModalitytextMetricScoreCoverage62Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkLiveCodeBench v6FamilyLiveCodeBench v6ModalitytextMetricScoreCoverage56Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkAIME 2024FamilyAIME 2024ModalitytextMetricScoreCoverage53Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkCharXiv-RFamilyCharXiv-RModalitymultimodalMetricScoreCoverage51Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkTerminal-Bench 2.0FamilyTerminal-Bench 2.0ModalitytextMetricScoreCoverage51Coverage tierfeaturedEvidenceCScore eligibleYes
BenchmarkSWE-Bench ProFamilySWE-Bench ProModalitytextMetricScoreCoverage50Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkMMMLUFamilyMMMLUModalitytextMetricScoreCoverage49Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkGSM8kFamilyGSM8kModalitytextMetricScoreCoverage48Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkMMLU-ReduxFamilyMMLU-ReduxModalitytextMetricScoreCoverage48Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkSimpleQAFamilySimpleQAModalitytextMetricScoreCoverage47Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkLiveBenchFamilyLiveBenchModalitytextMetricScoreCoverage38Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkSWE-bench MultilingualFamilySWE-bench MultilingualModalitytextMetricScoreCoverage38Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkToolathlonFamilyToolathlonModalitytextMetricScoreCoverage37Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkTau2 TelecomFamilyTau2 TelecomModalitytextMetricScoreCoverage35Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkARC-CFamilyARC-CModalitytextMetricScoreCoverage34Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkSuperGPQAFamilySuperGPQAModalitytextMetricScoreCoverage34Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkAI2DFamilyAI2DModalitymultimodalMetricScoreCoverage33Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkMBPPFamilyMBPPModalitytextMetricPass@1Coverage33Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkMCP AtlasFamilyMCP AtlasModalitytextMetricScoreCoverage33Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkMATH-500FamilyMATH-500ModalitytextMetricScoreCoverage32Coverage tierfeaturedEvidenceCScore eligibleYes
BenchmarkMMLU-ProXFamilyMMLU-ProXModalitytextMetricScoreCoverage32Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkMGSMFamilyMGSMModalitytextMetricScoreCoverage31Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkDROPFamilyDROPModalitytextMetricScoreCoverage30Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkMulti-ChallengeFamilyMulti-ChallengeModalitytextMetricScoreCoverage29Coverage tierfeaturedEvidenceCScore eligibleYes
BenchmarkTerminal-Bench 2.1FamilyTerminal-Bench 2.1ModalitytextMetricScoreCoverage28Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkHellaSwagFamilyHellaSwagModalitytextMetricScoreCoverage27Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkArena HardFamilyArena HardModalitytextMetricScoreCoverage26Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkChartQAFamilyChartQAModalitymultimodalMetricScoreCoverage26Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkFinance Agent v2FamilyFinance Agent v2ModalitytextMetricScoreCoverage26Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkTau2 RetailFamilyTau2 RetailModalitytextMetricScoreCoverage26Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkVideoMMMUFamilyVideoMMMUModalitymultimodalMetricScoreCoverage26Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkTAU-bench RetailFamilyTAU-bench RetailModalitytextMetricScoreCoverage25Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkTerminal-BenchFamilyTerminal-BenchModalitytextMetricScoreCoverage25Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkERQAFamilyERQAModalitymultimodalMetricScoreCoverage24Coverage tierfeaturedEvidenceCScore eligibleYes
BenchmarkMMStarFamilyMMStarModalitymultimodalMetricScoreCoverage24Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkMRCR v2 (8-needle)FamilyMRCR v2 (8-needle)ModalitytextMetricScoreCoverage23Coverage tierfeaturedEvidenceCScore eligibleYes
BenchmarkMulti-IFFamilyMulti-IFModalitytextMetricScoreCoverage23Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkPolyMATHFamilyPolyMATHModalitymultimodalMetricScoreCoverage23Coverage tierfeaturedEvidenceBScore eligibleYes
Benchmarkt2-benchFamilyt2-benchModalitytextMetricScoreCoverage23Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkTAU-bench AirlineFamilyTAU-bench AirlineModalitytextMetricScoreCoverage23Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkTau2 AirlineFamilyTau2 AirlineModalitytextMetricScoreCoverage23Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkWinograndeFamilyWinograndeModalitytextMetricScoreCoverage22Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkAIME 2026FamilyAIME 2026ModalitytextMetricScoreCoverage21Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkBIG-Bench HardFamilyBIG-Bench HardModalitytextMetricScoreCoverage21Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkSciCodeFamilySciCodeModalitytextMetricScoreCoverage21Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkIMO-AnswerBenchFamilyIMO-AnswerBenchModalitytextMetricScoreCoverage20Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkMMBench-V1.1FamilyMMBench-V1.1ModalitymultimodalMetricScoreCoverage20Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkBFCL-v3FamilyBFCL-v3ModalitytextMetricScoreCoverage19Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkAA-LCRFamilyAA-LCRModalitytextMetricScoreCoverage18Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkC-EvalFamilyC-EvalModalitytextMetricScoreCoverage18Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkHallusion BenchFamilyHallusion BenchModalitymultimodalMetricScoreCoverage18Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkOmniDocBench 1.5FamilyOmniDocBench 1.5ModalitymultimodalMetricScoreCoverage18Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkTriviaQAFamilyTriviaQAModalitytextMetricScoreCoverage18Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkTruthfulQAFamilyTruthfulQAModalitytextMetricScoreCoverage18Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkARC-AGI v2FamilyARC-AGI v2ModalitymultimodalMetricScoreCoverage17Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkCharXiv-DFamilyCharXiv-DModalitymultimodalMetricScoreCoverage17Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkCodeForcesFamilyCodeForcesModalitytextMetricNormalized ratingCoverage17Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkFrontierMathFamilyFrontierMathModalitytextMetricScoreCoverage17Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkLongBench v2FamilyLongBench v2ModalitytextMetricScoreCoverage17Coverage tierfeaturedEvidenceCScore eligibleYes
BenchmarkMVBenchFamilyMVBenchModalitymultimodalMetricScoreCoverage17Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkVideo-MMEFamilyVideo-MMEModalitymultimodalMetricScoreCoverage17Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkArena-Hard v2FamilyArena-Hard v2ModalitytextMetricScoreCoverage16Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkFrontierCode 1.1FamilyFrontierCode 1.1ModalitytextMetricScoreCoverage16Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkBLINKFamilyBLINKModalitymultimodalMetricScoreCoverage15Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkGlobal-MMLU-LiteFamilyGlobal-MMLU-LiteModalitytextMetricScoreCoverage15Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkLiveBench 20241125FamilyLiveBench 20241125ModalitytextMetricScoreCoverage14Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkBrowseComp-zhFamilyBrowseComp-zhModalitytextMetricScoreCoverage13Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkFACTS GroundingFamilyFACTS GroundingModalitytextMetricScoreCoverage13Coverage tierfeaturedEvidenceCScore eligibleYes
BenchmarkGlobal PIQAFamilyGlobal PIQAModalitytextMetricScoreCoverage13Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkHiddenMathFamilyHiddenMathModalitytextMetricScoreCoverage13Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkLegal Agent BenchmarkFamilyLegal Agent BenchmarkModalitytextMetricScoreCoverage13Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkMMMU (val)FamilyMMMU (val)ModalitymultimodalMetricScoreCoverage13Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkAutomationBenchFamilyAutomationBenchModalitytextMetricScoreCoverage12Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkBBHFamilyBBHModalitytextMetricScoreCoverage12Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkHMMT Feb 26FamilyHMMT Feb 26ModalitytextMetricScoreCoverage12Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkMedXpertQAFamilyMedXpertQAModalitymultimodalMetricScoreCoverage12Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkMT-BenchFamilyMT-BenchModalitytextMetricNormalized scoreCoverage12Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkMuirBenchFamilyMuirBenchModalitymultimodalMetricScoreCoverage12Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkBFCLFamilyBFCLModalitytextMetricScoreCoverage11Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkBIG-Bench Extra HardFamilyBIG-Bench Extra HardModalitytextMetricScoreCoverage11Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkGraphwalks BFS <128kFamilyGraphwalks BFS <128kModalitytextMetricScoreCoverage11Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkGraphwalks BFS >128kFamilyGraphwalks BFS >128kModalitytextMetricScoreCoverage11Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkGraphwalks parents <128kFamilyGraphwalks parents <128kModalitytextMetricScoreCoverage11Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkPIQAFamilyPIQAModalitytextMetricScoreCoverage11Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkAgents' Last ExamFamilyAgents' Last ExamModalitytextMetricScoreCoverage10Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkAGIEvalFamilyAGIEvalModalitytextMetricScoreCoverage10Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkBabyVisionFamilyBabyVisionModalitymultimodalMetricScoreCoverage10Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkBoolQFamilyBoolQModalitytextMetricScoreCoverage10Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkCOLLIEFamilyCOLLIEModalitytextMetricScoreCoverage10Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkHumanEval+FamilyHumanEval+ModalitytextMetricScoreCoverage10Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkVITA-BenchFamilyVITA-BenchModalitytextMetricScoreCoverage10Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkWideSearchFamilyWideSearchModalitytextMetricScoreCoverage10Coverage tierfeaturedEvidenceBScore eligibleYes

Reasoning Benchmark Rankings

Leading results from high-coverage benchmarks with at least two models.

GPQA

View benchmark

MMLU-Pro

View benchmark

AIME 2025

View benchmark

SWE-Bench Verified

View benchmark

What are reasoning benchmarks?

How this category is assembled on llmboard.ai.

This page groups benchmarks whose primary or display category matches reasoning. It does not average incompatible metrics into a new category score.

Open an individual benchmark to inspect score direction, evidence level, participant count and model results.

Benchmarks are grouped by their primary and display categories.