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TheAgentCompany Leaderboard — AI Model Benchmarks — MCP App Store | MCP App Store

AI Model Leaderboard

Compare AI models across agentic, reasoning, coding, and tool-use benchmarks.

Agentic

GAIA WebArena WebArena-Infinity τ³-bench TheAgentCompany VisualWebArena HAL METR Time Horizon BrowseComp BrowseComp (w/ Context Manage)MCP-Atlas (Public Set)Vending Bench 2

Agentic Reasoning Coding Tool Use Computer Use

Benchmarks

agentic

reasoning

coding

tool-use

computer-use

TheAgentCompany

Simulates a real software company environment (GitLab, Jira, Slack, file system). Agents complete consequential employee-style tasks. ICML 2025.

Agentic11 models · % completed

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DeepSeek-V3.2671B

42.90% completed

Gemini 2.5 FlashUndisclosed

41.10% completed

Claude Sonnet 4.6Undisclosed

33.10% completed

Gemini 2.5 ProUndisclosed

30.30% completed

Gemini 2.0 FlashUndisclosed

11.40% completed

GPT-4oUndisclosed

8.60% completed

Llama-3.1-405B-Instruct405B

7.40% completed

Llama-3.3-70B-Instruct70B

6.90% completed

Qwen2.5-72B-Instruct72B

5.70% completed

Gemini 1.5 ProUndisclosed

3.40% completed

Llama-3.1-70B-Instruct70B

1.70% completed