ActBench - OpenClaw - Attack Success Rate: leaderboard
Metric: Malicious rollouts with AGS above 0.8 (%; lower is safer). Source: arxiv.org. 15 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Claude Opus 4.8 | 10.1 |
| 2 | Claude Sonnet 4.6 | 20 |
| 3 | MiniMax-M3 | 25 |
| 4 | Kimi K3 | 35.7 |
| 5 | GPT-5.5 | 37.8 |
| 6 | Qwen 3.7 Max | 39.2 |
| 7 | Qwen 3.7 Plus | 42.1 |
| 8 | GLM-5.2 | 42.8 |
| 9 | GPT-5.4 Mini | 65.7 |
| 10 | Kimi K2.6 | 70.4 |
| 11 | MiniMax-M2.7 | 75.4 |
| 12 | Grok 4.5 | 83.9 |
| 13 | DeepSeek V4 Flash | 84.4 |
| 14 | DeepSeek V4 Pro | 94.4 |
Interactive version: theaggregate.ai/benchmark?slug=actbench-openclaw-attack-success-rate · How It Works · Data refreshed daily, snapshot 2026-09-19.