Calibration
ResearchClawBench → Gert Labs
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 | 13.5% | 48.3% | estimated ± 8.5 pp, low confidence |