# ResearchClawBench → Gert Labs

Calibration · https://benchgap.net/calibration/1399 · data retrieved 2026-10-29

Gert Labs is estimated from ResearchClawBench with a Michaelis–Menten + offset curve fitted on 16 models measured on both: y = 0.0000 + 2.0000·x / (0.42400 + x), R² = 0.41, cross-validated error 8.5 pp. It is used for 1 estimate.

| Estimated model | ResearchClawBench | Gert Labs | Source |
|---|---|---|---|
| [Grok 4.1](https://benchgap.net/model/grok-4-1.md) | 13.5% | 48.3% | estimated ± 8.5 pp, low confidence |

## Fitted on

| Model | ResearchClawBench | Gert Labs |
|---|---|---|
| [Claude Opus 4.6](https://benchgap.net/model/claude-opus-4-6.md) | 19.9% | 61.9% |
| [Claude Opus 4.7](https://benchgap.net/model/claude-opus-4-7.md) | 20.7% | 65.6% |
| [Claude Opus 4.8](https://benchgap.net/model/claude-opus-4-8.md) | 21.1% | 73.0% |
| [Gemini 3.1 Pro](https://benchgap.net/model/gemini-3-1-pro.md) | 13.3% | 56.9% |
| [Gemini 3.5 Flash](https://benchgap.net/model/gemini-3-5-flash.md) | 18.0% | 61.9% |
| [GLM-5.1](https://benchgap.net/model/glm-5-1.md) | 18.2% | 60.1% |
| [GPT-5.4](https://benchgap.net/model/gpt-5-4.md) | 15.3% | 64.9% |
| [GPT-5.5](https://benchgap.net/model/gpt-5-5.md) | 17.0% | 72.9% |
| [Grok 4.3](https://benchgap.net/model/grok-4-3.md) | 12.4% | 43.9% |
| [Kimi K2.6](https://benchgap.net/model/kimi-2-6.md) | 18.0% | 56.8% |
| [Kimi K2.5](https://benchgap.net/model/kimi-k2-5.md) | 14.0% | 45.9% |
| [MiMo-V2.5](https://benchgap.net/model/mimo-v2-5.md) | 16.9% | 46.9% |
| [MiMo-V2-Pro](https://benchgap.net/model/mimo-v2-pro.md) | 15.3% | 36.7% |
| [Qwen3.5 397B](https://benchgap.net/model/qwen3-5-397b.md) | 14.2% | 46.8% |
| [Qwen3.6 Plus](https://benchgap.net/model/qwen3-6-plus.md) | 18.0% | 50.6% |
| [Qwen3.7 Max](https://benchgap.net/model/qwen3-7-max.md) | 18.7% | 64.3% |