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Computer Use IQ Bell Curve

Each model's estimated Computer Use IQ, placed on a standard normal IQ distribution.

Computer Use IQ Bell Curve
Computer Use IQ Bell Curve
Where every model sits on the curve

How to read this chart

Models are placed on a standard IQ-style distribution using Computer Use IQ. Higher scores appear farther to the right.

Benchmarks in this dimension

Arena.ai Agent ArenaBrowseCompMCP AtlasAgents' Last ExamOSWorld-Verified
More / ExperimentalComputer Use IQ vs CostEach model's estimated Computer Use IQ against its effective cost per 1M I/O Tokens (sticker price × measured or imputed usage multiplier).Data: Artificial Analysis, ARC Prize, Vals Index v2 Cost per Test +9 moreOpen chartCoreIQ Bell CurveEach model's estimated IQ, placed on a standard normal IQ distribution.Data: ARC Prize, Epoch AI, Epoch AI +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, LLM Stats BrowseCompOpen chartIQ BenchmarksMCP Atlas Benchmark ScoresReal-world MCP tool-use pass rates. Color = provider.Data: Scale Labs, Scale Labs MCP AtlasOpen chartIQ BenchmarksAgents' Last Exam Benchmark ScoresFull / Overall pass rates from Agents' Last Exam. Color = provider.Data: Agents' Last ExamOpen chartIQ BenchmarksOSWorld-Verified Benchmark ScoresEach model's OSWorld-Verified score. Color = provider.Data: LLM Stats, OSWorld, LLM Stats OSWorld-VerifiedOpen chart