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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 2026-08-11

Benchmarks59
Highest coverage129
Score eligible36

Language Benchmark Directory

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

16 rows
Columns

Show columns

MMLU-ProMMLU-ProtextScore129featuredBYes
MMLUMMLUtextScore100featuredBYes
MMMLUMMMLUtextScore49featuredBYes
MMLU-ReduxMMLU-ReduxtextScore48featuredBYes
MMLU-ProXMMLU-ProXtextScore32featuredBYes
WMT24++WMT24++textScore23featuredBYes
WinograndeWinograndetextScore22featuredBYes
BIG-Bench HardBIG-Bench HardtextScore21featuredBYes
Multi-IFMulti-IFtextScore20featuredBYes
Global-MMLU-LiteGlobal-MMLU-LitetextScore14featuredBYes
MultiPL-EMultiPL-EtextScore13featuredBYes
BBHBBHtextScore12featuredBYes
CharadesSTACharadesSTAmultimodalScore12featuredBYes
BIG-Bench Extra HardBIG-Bench Extra HardtextScore11featuredBYes
BoolQBoolQtextScore10featuredBYes
COLLIECOLLIEtextScore10featuredBYes

Language Benchmark Rankings

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

MMLU-Pro

View benchmark

MMLU

View benchmark

MMMLU

View benchmark

MMLU-Redux

View benchmark

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.