benchgap
Calibration

AA-AnalystAgent → EnterpriseOps-Gym

EnterpriseOps-Gym is estimated from AA-AnalystAgent with a linear curve fitted on 7 models measured on both: y = 0.5012·x + 0.2659, R² = 0.97, cross-validated error 1.8 pp. It is used for 9 estimates.

Estimated modelAA-AnalystAgentEnterpriseOps-GymSource
Claude Fable 5.1 (max with fallback)57.5%55.4%estimated ± 1.8 pp, low confidence
GPT-6 Astra (max)51.2%52.2%estimated ± 1.8 pp, low confidence
Claude Sonnet 5.5 (max with fallback)57.5%55.4%estimated ± 1.8 pp, low confidence
Claude Opus 5.5 (max with fallback)56.3%54.8%estimated ± 1.8 pp, low confidence
GPT-6.1 Sol (max)50.0%51.6%estimated ± 1.8 pp, low confidence
GPT-5.6 Sol (max)47.5%50.4%estimated ± 1.8 pp, medium confidence
Gemini 3.7 Flash (high)60.0%56.7%estimated ± 1.8 pp, low confidence
Claude Opus 5 (max)53.8%53.6%estimated ± 1.8 pp, low confidence
GPT-5.5 (xhigh)50.0%51.6%estimated ± 1.8 pp, low confidence