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Benchmark category

Agents Benchmarks

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

Data as of 2026-08-11

Benchmarks162
Highest coverage58
Score eligible74

Agents Benchmark Directory

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

22 rows
Columns

Show columns

BrowseCompBrowseComptextScore58featuredBYes
Terminal-Bench 2.0Terminal-Bench 2.0textScore49featuredCYes
SWE-Bench ProSWE-Bench ProtextScore45featuredBYes
MCP AtlasMCP AtlastextScore31featuredBYes
ToolathlonToolathlontextScore31featuredBYes
Finance Agent v2Finance Agent v2textScore26featuredBYes
Terminal-BenchTerminal-BenchtextScore25featuredBYes
OSWorld-VerifiedOSWorld-VerifiedmultimodalScore23featuredBYes
t2-bencht2-benchtextScore23featuredBYes
DeepSWE 1.1DeepSWE 1.1textScore20featuredBYes
OSWorldOSWorldmultimodalScore20featuredBYes
BFCL-v3BFCL-v3textScore19featuredBYes
Terminal-Bench 2.1Terminal-Bench 2.1textScore19featuredBYes
FrontierCode 1.1FrontierCode 1.1textScore15featuredBYes
FrontierSWEFrontierSWEtextScore15featuredBYes
NL2RepoNL2RepotextScore14featuredBYes
BFCL-V4BFCL-V4textScore13featuredBYes
Claw-EvalClaw-EvaltextScore13featuredBYes
Legal Agent BenchmarkLegal Agent BenchmarktextScore13featuredBYes
CyberGymCyberGymtextScore11featuredBYes
DeepSWEDeepSWEtextScore10featuredBYes
VITA-BenchVITA-BenchtextScore10featuredBYes

Agents Benchmark Rankings

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

BrowseComp

View benchmark

Terminal-Bench 2.0

View benchmark

SWE-Bench Pro

View benchmark

MCP Atlas

View benchmark

What are agents benchmarks?

How this category is assembled on llmboard.ai.

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