ClawArena (NanoBot): leaderboard
Metric: Composite Reliability Score (CRS, 0-100) on ClawArena (12 multi-turn scenarios, 337 evaluation rounds with staged updates; multi-choice and shell executable-check questions): the mean of the task completion rate and Robustness (success cohesion times failure dispersion), macro-averaged over scenarios; agent run in the NanoBot framework; higher is better. Source: arxiv.org. Saturation forecast: Rough model projection: around 2026. 3 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | NanoBot + GPT-5.5 | 61.88 |
| 2 | NanoBot + GPT-5.1 | 59.88 |
| 3 | NanoBot + Kimi-K2.5 | 37.58 |
Interactive version: theaggregate.ai/benchmark?slug=clawarena-nanobot · How It Works · Data refreshed daily, snapshot 2026-10-07.