ClawsBench - Capability (OpenClaw; skills off; meta on): leaderboard

Metric: Mean native task score x100 (-100 to 100); OpenClaw, domain skills off, meta prompt on; mean over observed scored trials, including scored error rows; higher is better. Source: huggingface.co. Saturation forecast: Around January 2027. 3 models tracked.

Top models

#ModelScore
1Gemini 3.1 Pro (Preview)72.32
2Claude Sonnet 4.671.01
3Gemini 3.1 Flash Lite (Preview)33.53

Interactive version: theaggregate.ai/benchmark?slug=clawsbench-capability-openclaw-skills-off-meta-on · How It Works · Data refreshed daily, snapshot 2026-10-09.