Calibration
Toolathlon → JobBench
JobBench is estimated from Toolathlon with a Michaelis–Menten curve fitted on 5 models measured on both: y = 2.0000·x / (2.25199 + x), R² = 0.82, cross-validated error 7.3 pp. It is used for 2 estimates.
| Estimated model | Toolathlon | JobBench | Source |
|---|---|---|---|
| MiniMax M2.7 | 46.3% | 34.1% | estimated ± 7.3 pp, low confidence |
| Step 3.7 Flash | 49.5% | 36.0% | estimated ± 7.3 pp, low confidence |