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Benchmark category

Research Benchmarks

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

Data as of 2026-08-11

Benchmarks1
Highest coverage1
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Research Benchmark Directory

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

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Research Benchmark Rankings

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

No comparable results

The highest-coverage benchmarks do not yet have results for at least two models.

What are research benchmarks?

How this category is assembled on llmboard.ai.

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

Rankings

OverallCodingText ArenaPricing

Modalities

All ModelsImage GenerationImage EditingVideo GenerationImage-to-VideoVideo EditingText-to-SpeechSpeech-to-TextEmbeddings

Benchmarks

All BenchmarksReasoningMathCoding

Vendors

All VendorsOpenAIAnthropicGoogle
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