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Benchmark category

Language Benchmarks

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

Data as of 2026-08-17

Benchmarks59
Highest coverage134
Score eligible36

Language Benchmark Directory

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

16 rows
Columns

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Sort by
Benchmark
Family
Modality
Metric
Coverage
Coverage tier
Evidence
Score eligible
BenchmarkMMLU-ProFamilyMMLU-ProModalitytextMetricScoreCoverage134Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkMMLUFamilyMMLUModalitytextMetricScoreCoverage101Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkMMMLUFamilyMMMLUModalitytextMetricScoreCoverage49Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkMMLU-ReduxFamilyMMLU-ReduxModalitytextMetricScoreCoverage48Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkMMLU-ProXFamilyMMLU-ProXModalitytextMetricScoreCoverage32Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkMulti-IFFamilyMulti-IFModalitytextMetricScoreCoverage23Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkWMT24++FamilyWMT24++ModalitytextMetricScoreCoverage23Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkWinograndeFamilyWinograndeModalitytextMetricScoreCoverage22Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkBIG-Bench HardFamilyBIG-Bench HardModalitytextMetricScoreCoverage21Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkGlobal-MMLU-LiteFamilyGlobal-MMLU-LiteModalitytextMetricScoreCoverage15Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkMultiPL-EFamilyMultiPL-EModalitytextMetricScoreCoverage13Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkBBHFamilyBBHModalitytextMetricScoreCoverage12Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkCharadesSTAFamilyCharadesSTAModalitymultimodalMetricScoreCoverage12Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkBIG-Bench Extra HardFamilyBIG-Bench Extra HardModalitytextMetricScoreCoverage11Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkBoolQFamilyBoolQModalitytextMetricScoreCoverage10Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkCOLLIEFamilyCOLLIEModalitytextMetricScoreCoverage10Coverage tierfeaturedEvidenceBScore eligibleYes

Language Benchmark Rankings

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

MMLU-Pro

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MMLU

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MMMLU

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MMLU-Redux

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What are language benchmarks?

How this category is assembled on llmboard.ai.

This page groups benchmarks whose primary or display category matches language. 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.