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EnterpriseOps-Gym-AA Scores

Strict success on 1,117 oracle-mode enterprise workflows, graded against final database state using AA’s Stirrup harness. Contributes to Knowledge Work using a provisional calibrated scale.

EnterpriseOps-Gym-AA Scores
EnterpriseOps-Gym-AA Cost Efficiency
X-axis
Effective cost (est.)Completion time (est.)

This chart is part of the EnterpriseOps-Gym-AA benchmark page, which adds the model table, sources and how to read each view.

IQ DimensionsKnowledge Work IQ Bell CurveEach model's estimated Knowledge Work IQ, placed on a standard normal IQ distribution.Data: Artificial Analysis, Artificial Analysis, Artificial AnalysisOpen chartCoreIQ Bell CurveEach model's estimated IQ, placed on a standard normal IQ distribution.Data: ARC Prize, Epoch AI, Epoch AI +26 moreOpen chartIQ BenchmarksGDPval-AA v2.1 normalized score ScoresExact AA v4.3.2 model/configuration; never substitute older benchmark versions. Contributes to Knowledge Work using a provisional calibrated scale.Data: Artificial AnalysisOpen chartIQ BenchmarksAA-Briefcase v1.1 Elo ScoresExact AA v4.3.2 model/configuration; never substitute older benchmark versions. Contributes to Knowledge Work using a provisional calibrated scale.Data: Artificial AnalysisOpen chartIQ BenchmarksAutomationBench-AA ScoresExact AA v4.3.2 model/configuration; never substitute older benchmark versions. Contributes to Knowledge Work using a provisional calibrated scale.Data: Artificial AnalysisOpen chartIQ BenchmarksGDP.pdf ScoresExact AA v4.3.2 model/configuration; never substitute older benchmark versions. Contributes to Knowledge Work using a provisional calibrated scale.Data: Artificial AnalysisOpen chart