Calibration
ResearchClawBench → GDPval-AA
GDPval-AA is estimated from ResearchClawBench with a Michaelis–Menten curve fitted on 13 models measured on both: y = 2.0000·x / (0.87316 + x), R² = 0.39, cross-validated error 8.3 pp. It is used for 3 estimates.
| Estimated model | ResearchClawBench | GDPval-AA | Source |
|---|---|---|---|
| MiMo-V2.5 | 16.9% | 32.4% | estimated ± 8.3 pp, low confidence |
| MiMo-V2-Pro | 15.3% | 29.8% | estimated ± 8.3 pp, low confidence |
| Grok 4.1 | 13.5% | 26.8% | estimated ± 8.3 pp, low confidence |
Fitted on
| Model | ResearchClawBench | GDPval-AA |
|---|---|---|
| Claude Opus 4.8 | 21.1% | 47.7% |
| Gemini 3.1 Pro | 13.3% | 14.6% |
| Gemini 3.5 Flash | 18.0% | 42.2% |
| GLM-5.1 | 18.2% | 30.8% |
| GLM-5.2 | 20.7% | 43.6% |
| GPT-5.4 | 15.3% | 37.3% |
| GPT-5.5 | 17.0% | 42.5% |
| Grok 4.3 | 12.4% | 29.2% |
| Kimi K2.6 | 18.0% | 26.9% |
| Kimi K2.5 | 14.0% | 17.0% |
| MiniMax M3 | 19.8% | 37.1% |
| Qwen3.6 Plus | 18.0% | 24.5% |
| Qwen3.7 Max | 18.7% | 31.4% |