# ResearchClawBench → GDPval-AA

Calibration · https://benchgap.net/calibration/1398 · data retrieved 2026-10-29

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](https://benchgap.net/model/mimo-v2-5.md) | 16.9% | 32.4% | estimated ± 8.3 pp, low confidence |
| [MiMo-V2-Pro](https://benchgap.net/model/mimo-v2-pro.md) | 15.3% | 29.8% | estimated ± 8.3 pp, low confidence |
| [Grok 4.1](https://benchgap.net/model/grok-4-1.md) | 13.5% | 26.8% | estimated ± 8.3 pp, low confidence |

## Fitted on

| Model | ResearchClawBench | GDPval-AA |
|---|---|---|
| [Claude Opus 4.8](https://benchgap.net/model/claude-opus-4-8.md) | 21.1% | 47.7% |
| [Gemini 3.1 Pro](https://benchgap.net/model/gemini-3-1-pro.md) | 13.3% | 14.6% |
| [Gemini 3.5 Flash](https://benchgap.net/model/gemini-3-5-flash.md) | 18.0% | 42.2% |
| [GLM-5.1](https://benchgap.net/model/glm-5-1.md) | 18.2% | 30.8% |
| [GLM-5.2](https://benchgap.net/model/glm-5-2.md) | 20.7% | 43.6% |
| [GPT-5.4](https://benchgap.net/model/gpt-5-4.md) | 15.3% | 37.3% |
| [GPT-5.5](https://benchgap.net/model/gpt-5-5.md) | 17.0% | 42.5% |
| [Grok 4.3](https://benchgap.net/model/grok-4-3.md) | 12.4% | 29.2% |
| [Kimi K2.6](https://benchgap.net/model/kimi-2-6.md) | 18.0% | 26.9% |
| [Kimi K2.5](https://benchgap.net/model/kimi-k2-5.md) | 14.0% | 17.0% |
| [MiniMax M3](https://benchgap.net/model/minimax-m3.md) | 19.8% | 37.1% |
| [Qwen3.6 Plus](https://benchgap.net/model/qwen3-6-plus.md) | 18.0% | 24.5% |
| [Qwen3.7 Max](https://benchgap.net/model/qwen3-7-max.md) | 18.7% | 31.4% |