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Computer Use IQ Over Time

Each model's estimated Computer Use IQ by release date. Step-lines connect each provider's flagship models over time.

Computer Use IQ Over Time
Computer Use IQ Over Time
The frontier by release date

How to read this chart

Each dot is a model with a known release date. Provider lines track public flagship releases over time and advance only when a newer model sets a higher Computer Use IQ checkpoint for that provider.

Data sources
LLM StatsLLM Stats BrowseCompOSWorldLLM Stats OSWorld-VerifiedOSWorld 2.0 official leaderboardScale LabsScale Labs MCP AtlasArena.ai Agent ArenaAgents' Last ExamARC PrizeEpoch AI FrontierMathProofBench 1.1MathArenaVals.aiArtificial AnalysisArtificial Analysis Intelligence Index v4.3.2Manual source captureTIGER-Lab MMLU-Pro leaderboard (missing rows only)Vals.ai LiveCodeBenchVals.ai IOI V2Vals.ai ProgramBenchSWE-rebenchEpoch AI SimpleQA VerifiedBullshitBench v2Kaggle FACTS Grounding leaderboard
CoreIQ 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 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