CausalGame - Agent Mode: leaderboard
Metric: Mean Survival Rate (%; 14 scenarios, 3 seeds). Source: arxiv.org. Saturation forecast: Around 2030. 30 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Claude Opus 4.5 | 68 |
| 2 | GLM-5.2 | 67.8 |
| 3 | GPT-5.5 (High) | 67.8 |
| 4 | Qwen 3.7 Max | 66.9 |
| 5 | GPT-5.5 | 66.8 |
| 6 | GLM-5.1 | 66.5 |
| 7 | Claude Opus 4.7 | 65.4 |
| 8 | GPT-5.5 (xHigh) | 65.4 |
| 9 | Grok 4.1 Fast | 65.4 |
| 10 | DeepSeek V4 Pro | 64.6 |
| 11 | Kimi K2.6 | 64.6 |
| 12 | MiniMax-M2 | 64.5 |
| 13 | Claude Sonnet 4.5 | 64.4 |
| 14 | Gemini 3.5 Flash | 64.1 |
| 15 | MiMo-V2.5-Pro | 63.4 |
Interactive version: theaggregate.ai/benchmark?slug=causalgame-agent-mode · How It Works · Data refreshed daily, snapshot 2026-09-24.