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AutomationBench-AA Scores

Exact AA v4.3.2 model/configuration; never substitute older benchmark versions. Contributes to Knowledge Work using a provisional calibrated scale.

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

This chart is part of the AutomationBench-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, Full source leaderboard reconciliation, Full source leaderboard reconciliationOpen chartCoreIQ Bell CurveEach model's estimated IQ, placed on a standard normal IQ distribution.Data: ARC Prize, Full source leaderboard reconciliation, Full source leaderboard reconciliation +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 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 chartIQ BenchmarksAA-AnalystAgent ScoresQuantitative analysis from spreadsheets and documents. Headline pass^5: correct on every one of five attempts, not pass@5. Contributes to Knowledge Work using a provisional calibrated scale.Data: Full source leaderboard reconciliationOpen chart