Arena.ai Agent Arena Scores
Aggregate net improvement across real-world Agent Mode sessions. Color = provider.
Arena.ai Agent Arena Scores
Arena.ai Agent Arena Scores
Aggregate net improvement across real-world Agent Mode sessions. Color = provider.
How to read this chart
Bars rank models by the source-backed benchmark value used for this chart. Longer bars indicate higher published scores.
Data sources
IQ DimensionsComputer Use IQEach model's Computer Use IQ plotted on a standard normal IQ distributionData: LLM Stats, OSWorld, LLM Stats OSWorld-Verified +6 moreOpen chartCoreAI Models on the IQ Bell CurveEach model's estimated IQ plotted on a standard normal IQ distributionData: ARC Prize, Epoch AI Chess Puzzles, Epoch AI FrontierMath +25 moreOpen chartIQ BenchmarksBrowseComp Benchmark ScoresEach model's BrowseComp score. Color = provider.Data: LLM StatsOpen chartIQ BenchmarksMCP Atlas Benchmark ScoresReal-world MCP tool-use pass rates. Color = provider.Data: Scale Labs, Scale Labs MCP AtlasOpen chartIQ BenchmarksToolathlon Benchmark ScoresEach model's Toolathlon score. Color = provider.Data: LLM Stats, Toolathlon, LLM Stats ToolathlonOpen chartIQ BenchmarksAgents' Last Exam Benchmark ScoresFull / Overall pass rates from Agents' Last Exam. Color = provider.Data: Agents' Last ExamOpen chart