Calibration
AA EnterpriseOps-Gym → MCP Atlas
MCP Atlas is estimated from AA EnterpriseOps-Gym with a Michaelis–Menten curve fitted on 7 models measured on both: y = 1.0148·x / (0.12030 + x), R² = 0.35, cross-validated error 5.5 pp. It is used for 1 estimate.
| Estimated model | AA EnterpriseOps-Gym | MCP Atlas | Source |
|---|---|---|---|
| Claude Fable 5 | 51.1% | 82.1% | estimated ± 5.5 pp, low confidence |