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Evaluation directory

AI Benchmarks

Browse benchmark definitions, capability categories, and model rankings.

Data as of 2026-10-22

Benchmarks808
Categories47
Score eligible11
With model coverage808

All benchmarks

Open any benchmark to inspect its leaderboard, scoring direction, evidence fields, and programmatic FAQ.

30 of 808 rows
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Benchmark
source
Category
Family
Metric
Coverage
Coverage tier
Evidence
Score eligible
BenchmarkMTEB English v2 ClassificationsourceMTEBCategoryclassificationFamilyMTEB English v2MetricOfficial leaderboard task-type meanCoverage261Coverage tierfeaturedEvidenceAScore eligibleNo
BenchmarkGPQAsourceLLM StatsCategoryphysicsFamilyGPQAMetricScoreCoverage256Coverage tierfeaturedEvidenceCScore eligibleNo
BenchmarkMTEB English v2 RerankingsourceMTEBCategoryrerankingFamilyMTEB English v2MetricOfficial leaderboard task-type meanCoverage244Coverage tierfeaturedEvidenceAScore eligibleNo
BenchmarkMTEB English v2 ClusteringsourceMTEBCategoryclusteringFamilyMTEB English v2MetricOfficial leaderboard task-type meanCoverage221Coverage tierfeaturedEvidenceAScore eligibleNo
BenchmarkLM Arena TextsourceLM ArenaCategoryUnspecifiedFamilylm-arena-textMetricArena RatingCoverage218Coverage tierfeaturedEvidenceAScore eligibleNo
BenchmarkLM Arena Text Style ControlsourceLM ArenaCategoryUnspecifiedFamilylm-arena-text-style-controlMetricArena RatingCoverage218Coverage tierfeaturedEvidenceAScore eligibleNo
BenchmarkMTEB English v2 RetrievalsourceMTEBCategoryretrievalFamilyMTEB English v2MetricOfficial leaderboard task-type meanCoverage218Coverage tierfeaturedEvidenceAScore eligibleNo
BenchmarkMTEB English v2 Semantic SimilaritysourceMTEBCategorysemantic similarityFamilyMTEB English v2MetricOfficial leaderboard task-type meanCoverage215Coverage tierfeaturedEvidenceAScore eligibleNo
BenchmarkAA Omniscience AccuracysourceArtificial AnalysisCategoryknowledge factualityFamilyomniscienceMetricomniscience-accuracyCoverage201Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkAA CritPtsourceArtificial AnalysisCategoryreasoningFamilycritptMetriccritptCoverage200Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkAA HLE Text No ToolssourceArtificial AnalysisCategoryknowledge factualityFamilyhumanity-s-last-exam-no-tools-text-onlyMetrichleCoverage200Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkAA GPQA DiamondsourceArtificial AnalysisCategoryreasoningFamilygpqaMetricgpqaCoverage199Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkAA LCR v1.1sourceArtificial AnalysisCategoryinstruction language contextFamilyaa-lcrMetriclcrCoverage193Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkAA IFBenchsourceArtificial AnalysisCategoryinstruction language contextFamilyifbenchMetricifbenchCoverage168Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkMMLU-ProsourceLLM StatsCategorylanguageFamilyMMLU-ProMetricScoreCoverage142Coverage tierfeaturedEvidenceBScore eligibleNo
BenchmarkLM Arena Text FactualitysourceLM ArenaCategoryUnspecifiedFamilylm-arena-text-factualityMetricArena RatingCoverage131Coverage tierfeaturedEvidenceAScore eligibleNo
BenchmarkAIME 2025sourceLLM StatsCategorymathFamilyAIME 2025MetricScoreCoverage122Coverage tierfeaturedEvidenceCScore eligibleNo
BenchmarkSWE-Bench VerifiedsourceLLM StatsCategoryreasoningFamilySWE-Bench VerifiedMetricScoreCoverage120Coverage tierfeaturedEvidenceCScore eligibleNo
BenchmarkLM Arena VisionsourceLM ArenaCategoryUnspecifiedFamilylm-arena-visionMetricArena RatingCoverage113Coverage tierfeaturedEvidenceAScore eligibleNo
BenchmarkLM Arena Vision Style ControlsourceLM ArenaCategoryUnspecifiedFamilylm-arena-vision-style-controlMetricArena RatingCoverage113Coverage tierfeaturedEvidenceAScore eligibleNo
BenchmarkHumanity's Last ExamsourceLLM StatsCategorymathFamilyHumanity's Last ExamMetricScoreCoverage109Coverage tierfeaturedEvidenceBScore eligibleNo
BenchmarkLM Arena WebdevsourceLM ArenaCategoryUnspecifiedFamilylm-arena-webdevMetricArena RatingCoverage107Coverage tierfeaturedEvidenceAScore eligibleNo
BenchmarkArtificial Analysis Text To ImagesourceArtificial AnalysisCategoryoverall qualityFamilyArtificial Analysis Text To ImageMetricEloCoverage103Coverage tierfeaturedEvidenceBScore eligibleNo
BenchmarkMMLUsourceLLM StatsCategorylanguageFamilyMMLUMetricScoreCoverage103Coverage tierfeaturedEvidenceBScore eligibleNo
BenchmarkArtificial Analysis Text To SpeechsourceArtificial AnalysisCategorynaturalnessFamilyArtificial Analysis Text To SpeechMetricEloCoverage98Coverage tierfeaturedEvidenceBScore eligibleNo
BenchmarkAA AIME 2025sourceArtificial AnalysisCategorymathFamilyaimeMetricaime25Coverage96Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkAA SciCode SubtaskssourceArtificial AnalysisCategorycoding toolsFamilyscicodeMetricscicodeCoverage89Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkMIEB English MultimodalsourceMTEBCategorymultimodalFamilyMIEB EnglishMetricOfficial leaderboard task-type meanCoverage88Coverage tierfeaturedEvidenceAScore eligibleNo
BenchmarkArtificial Analysis Image To VideosourceArtificial AnalysisCategoryoverall qualityFamilyArtificial Analysis Image To VideoMetricEloCoverage76Coverage tierfeaturedEvidenceBScore eligibleNo
BenchmarkLiveCodeBenchsourceLLM StatsCategoryreasoningFamilyLiveCodeBenchMetricScoreCoverage76Coverage tierfeaturedEvidenceCScore eligibleNo

Benchmark and LM Arena values retain their original scales. Open a row to see its model results and scoring direction.

Benchmark highlights

A quick view of benchmark breadth and current model coverage.

Largest categoryreasoning185 benchmarks
Scoring inputs11Eligible benchmark definitions
Total benchmarks808Benchmark and LM Arena values retain their original scales. Open a row to see its model results and scoring direction.
Highest model coverageMTEB English v2 Classification261 models