Churn-Welle
Gauntlet
decisions per simulated day
blocked or invalid actions
| Benchmark | Score | Outcomes | Crises | Discipline | Fidelity | Decisions | Rules | Effort |
|---|---|---|---|---|---|---|---|---|
| Churn-Welle | 99 (floor 65) | 100 | 100 | 95 | — | 49 | +65 | xhigh |
| Wettbewerber-Angriff | 87 (floor 65) | 100 | 100 | 10 | — | 37 | +40 | xhigh |
| Schlüsselperson kündigt | 84 (floor 32) | 67 | 100 | 100 | — | 56 | +64 | xhigh |
| Crucible | 77 (floor 26) | 57 | 100 | 80 | — | 25 | +50 | xhigh |
| Churn-Abwehr CS | 67 | — | — | — | — | 14 | +19 | xhigh |
| Gauntlet | 55 (floor 26) | 20 | 100 | 95 | — | 16 | +32 | xhigh |
Floors show what a do-nothing baseline earns on that scenario — read every score against its floor. Runs without a comparison field are solo measurements.
deepseek-ai/deepseek-v4-flash-0731 · deepseek-ai/deepseek-v4-pro-0813 · deepseek-v4-flash-0731 · deepseek-v4-pro-qwen3.5-9b · fixture · gemma-4-26b-a4b-it-qat-mlx · google/gemma-4-31b-it · gpt-5.6-sol · k3 · kimi-code/k3 · lfm2.5-8b-a1b · meta/llama-3.2-3b-instruct · meta/llama-3.3-70b-instruct · meta/llama-4-maverick-17b-128e-instruct · minimax/minimax-m2.5 · mistralai/mixtral-8x22b-v0.1 · moonshotai/kimi-k3 · nvidia-nemotron-3.5-lightning-30b-a3b · nvidia/nemotron-3-super-120b-a12b · nvidia/nemotron-3-ultra-550b-a55b · nvidia/nemotron-3.5-lightning-30b-a3b · openai/gpt-oss-120b · openai/gpt-oss-20b · opus · ornith-1.5-35b-a3b-mlx · ornith-1.5-35b-a3b-mlx@6bit · ornith-1.5-9b-mlx · qwen3.8-27b · sonnet