Calibration
Toolathlon → WideResearch
WideResearch is estimated from Toolathlon with a linear curve fitted on 7 models measured on both: y = 0.6351·x + 0.4879, R² = 0.65, cross-validated error 5.6 pp. It is used for 1 estimate.
| Estimated model | Toolathlon | WideResearch | Source |
|---|---|---|---|
| MiniMax M2.7 | 46.3% | 78.2% | estimated ± 5.6 pp, low confidence |
Fitted on
| Model | Toolathlon | WideResearch |
|---|---|---|
| Claude Opus 4.5 | 43.5% | 76.4% |
| GLM-5 | 38.0% | 69.8% |
| Kimi K2.6 | 50.0% | 80.8% |
| Kimi K2.5 | 27.8% | 72.7% |
| Qwen3.5 397B | 36.3% | 74.0% |
| Qwen3.6-35B-A3B | 26.9% | 60.1% |
| Qwen3.6 Plus | 39.8% | 74.3% |