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Benchmark category

Code Benchmarks

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

Data as of 2026-08-17

Benchmarks121
Highest coverage111
Score eligible53

Code Benchmark Directory

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

19 rows
Columns

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Sort by
Benchmark
Family
Modality
Metric
Coverage
Coverage tier
Evidence
Score eligible
BenchmarkSWE-Bench VerifiedFamilySWE-Bench VerifiedModalitytextMetricScoreCoverage111Coverage tierfeaturedEvidenceCScore eligibleYes
BenchmarkLiveCodeBenchFamilyLiveCodeBenchModalitytextMetricScoreCoverage75Coverage tierfeaturedEvidenceCScore eligibleYes
BenchmarkHumanEvalFamilyHumanEvalModalitytextMetricScoreCoverage66Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkTerminal-Bench 2.0FamilyTerminal-Bench 2.0ModalitytextMetricScoreCoverage51Coverage tierfeaturedEvidenceCScore eligibleYes
BenchmarkSWE-Bench ProFamilySWE-Bench ProModalitytextMetricScoreCoverage50Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkSWE-bench MultilingualFamilySWE-bench MultilingualModalitytextMetricScoreCoverage38Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkMCP AtlasFamilyMCP AtlasModalitytextMetricScoreCoverage33Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkTerminal-Bench 2.1FamilyTerminal-Bench 2.1ModalitytextMetricScoreCoverage28Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkDeepSWE 1.1FamilyDeepSWE 1.1ModalitytextMetricScoreCoverage25Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkTerminal-BenchFamilyTerminal-BenchModalitytextMetricScoreCoverage25Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkAider-PolyglotFamilyAider-PolyglotModalitytextMetricScoreCoverage22Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkSciCodeFamilySciCodeModalitytextMetricScoreCoverage21Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkNL2RepoFamilyNL2RepoModalitytextMetricScoreCoverage17Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkFrontierCode 1.1FamilyFrontierCode 1.1ModalitytextMetricScoreCoverage16Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkFrontierSWEFamilyFrontierSWEModalitytextMetricScoreCoverage16Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkClaw-EvalFamilyClaw-EvalModalitytextMetricScoreCoverage14Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkCyberGymFamilyCyberGymModalitytextMetricScoreCoverage13Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkDeepSWEFamilyDeepSWEModalitytextMetricScoreCoverage11Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkAider-Polyglot EditFamilyAider-Polyglot EditModalitytextMetricScoreCoverage10Coverage tierfeaturedEvidenceBScore eligibleYes

Code Benchmark Rankings

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

SWE-Bench Verified

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LiveCodeBench

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HumanEval

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Terminal-Bench 2.0

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What are code benchmarks?

How this category is assembled on llmboard.ai.

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