ActBench - OpenClaw - Malicious Attack Grading Score: leaderboard
Metric: Mean attack grading score on malicious cases (0-1; lower is safer). Source: arxiv.org. 15 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Claude Opus 4.8 | 0.28 |
| 2 | Claude Sonnet 4.6 | 0.35 |
| 3 | MiniMax-M3 | 0.4 |
| 4 | Kimi K3 | 0.49 |
| 5 | GPT-5.5 | 0.49 |
| 6 | Qwen 3.7 Max | 0.51 |
| 7 | Qwen 3.7 Plus | 0.52 |
| 8 | GLM-5.2 | 0.55 |
| 9 | GPT-5.4 Mini | 0.73 |
| 10 | Kimi K2.6 | 0.75 |
| 11 | MiniMax-M2.7 | 0.8 |
| 12 | Grok 4.5 | 0.87 |
| 13 | DeepSeek V4 Flash | 0.89 |
| 14 | DeepSeek V4 Pro | 0.96 |
Interactive version: theaggregate.ai/benchmark?slug=actbench-openclaw-malicious-attack-grading-score · How It Works · Data refreshed daily, snapshot 2026-09-19.