ClawArena (PicoClaw) - Task Completion Rate: leaderboard
Metric: Task completion rate (%) on ClawArena (12 multi-turn scenarios, 337 evaluation rounds; per-round score macro-averaged over scenarios, multi-choice and executable checks); agent run in the PicoClaw framework; higher is better. Source: arxiv.org. Saturation forecast: Rough model projection: around 2026. 3 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | PicoClaw + GPT-5.5 | 77.15 |
| 2 | PicoClaw + GPT-5.1 | 71.51 |
| 3 | PicoClaw + Kimi-K2.5 | 65.58 |
Interactive version: theaggregate.ai/benchmark?slug=clawarena-picoclaw-task-completion-rate · How It Works · Data refreshed daily, snapshot 2026-10-07.