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Benchmark category

Long Context Benchmarks

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

Data as of 2026-08-11

Benchmarks54
Highest coverage52
Score eligible21

Long Context Benchmark Directory

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

7 rows
Columns

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nolimanolimaUnspecifiedScore52featuredCNo
LVBenchLVBenchmultimodalScore24featuredBYes
MRCR v2 (8-needle)MRCR v2 (8-needle)textScore21featuredCYes
LongBench v2LongBench v2textScore17featuredCYes
AA-LCRAA-LCRtextScore16featuredBYes
Graphwalks BFS >128kGraphwalks BFS >128ktextScore11featuredBYes
MLVUMLVUmultimodalScore10featuredBYes

Long Context Benchmark Rankings

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

LVBench

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MRCR v2 (8-needle)

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LongBench v2

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AA-LCR

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What are long context benchmarks?

How this category is assembled on llmboard.ai.

This page groups benchmarks whose primary or display category matches long context. 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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