Agents' Last Exam Benchmark Scores
Full / Overall pass rates from Agents' Last Exam. Color = provider.
Agents' Last Exam Benchmark Scores
Full / Overall pass rates from Agents' Last Exam. Color = provider.
Agents' Last Exam Cost Efficiency
Source-matched reasoning-effort score and task-cost configurations. Each line is one canonical model. Color = provider.
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 IQEach model's Computer Use IQ plotted on a standard normal IQ distributionData: LLM Stats, LLM Stats BrowseComp, OSWorld +6 moreOpen chartCoreIQ Bell CurveEach model's estimated IQ, placed on a standard normal IQ distribution.Data: ARC Prize, Epoch AI FrontierMath, ProofBench 1.1 +21 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, LLM Stats BrowseCompOpen chartIQ BenchmarksMCP Atlas Benchmark ScoresReal-world MCP tool-use pass rates. Color = provider.Data: Scale Labs, Scale Labs MCP AtlasOpen chartIQ BenchmarksOSWorld-Verified Benchmark ScoresEach model's OSWorld-Verified score. Color = provider.Data: LLM Stats, OSWorld, LLM Stats OSWorld-VerifiedOpen chart