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Agents' Last Exam Benchmark Scores

Full / Overall pass rates from Agents' Last Exam. Color = provider.

Agents' Last Exam Benchmark Scores
Agents' Last Exam Cost Efficiency
X-axis
Evaluation cost per taskCompletion time (est.)

This chart is part of the Agents' Last Exam benchmark page, which adds the model table, sources and how to read each view.

IQ DimensionsComputer Use IQ Bell CurveEach model's estimated Computer Use IQ, placed on a standard normal IQ distribution.Data: LLM Stats, Full source leaderboard reconciliation, OSWorld +5 moreOpen 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 BenchmarksArena.ai Agent Arena ScoresAggregate net improvement across real-world Agent Mode sessions. Color = provider.Data: Arena.ai Agent ArenaOpen chartIQ BenchmarksBrowseComp Benchmark ScoresEach model's BrowseComp score. Color = provider.Data: LLM Stats, Full source leaderboard reconciliationOpen chartIQ BenchmarksMCP Atlas Benchmark ScoresReal-world MCP tool-use pass rates. Color = provider.Data: Scale Labs, Full source leaderboard reconciliationOpen chartIQ BenchmarksOSWorld-Verified Benchmark ScoresEach model's OSWorld-Verified score. Color = provider.Data: LLM Stats, OSWorld, Full source leaderboard reconciliationOpen chart