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AgentBench-Live
jackjin1997 March 14, 2026
4 copies 0 downloads
The open benchmark for AI agent task execution. Claude Code vs Gemini CLI — who wins? Live leaderboard inside.
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<summary><b>Full task-level breakdown</b></summ
AgentBench-Live
The benchmark that tests what agents do, not what they say.
Real tasks. Real sandboxes. Real scores. No vibes.
Live Leaderboard | Methodology | Contributing
</div>Most agent benchmarks test toy problems or let agents self-report. AgentBench-Live drops agents into Docker-sandboxed workspaces with real codebases, real data files, and real multi-step workflows — then scores them automatically with test suites and LLM judges.
Why not SWE-bench / OpenHarness? Those benchmark a single axis (GitHub issue resolution). We test 5 capability domains — code, data analysis, multi-step orchestration, research, and tool use — because real work isn't just fixing bugs.
Leaderboard
10 tasks across 5 domains | Docker sandbox | Auto-eval + LLM Judge scoring
| Agent | Code | Data | Multi-Step | Research | Tool Use | Overall |
|---|---|---|---|---|---|---|
| Claude Code | 1.00 | 0.07 | 0.74 | 0.60 | 0.25 | 0.53 |
| Gemini CLI | 1.00 | 0.32 | 0.77 | 0.45 | 0.05 | 0.52 |
| Codex CLI | - | - | - | - | - | pending |
| Aider | - | - | - | - | - | pending |
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