AI IQ

Computer Use IQ

Each model's Computer Use IQ plotted on a standard normal IQ distribution

Computer Use IQ
Computer Use IQ
Each model's Computer Use IQ plotted on a standard normal IQ distribution
Controls:

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

Terminal-Bench HardTerminal-Bench 2.1BrowseCompMCP AtlasToolathlonAgents' Last ExamOSWorld-Verified
Computer Use vs Effective Cost
Computer Use vs Effective Cost
X = effective cost (log). Y = Computer Use IQ. Color = provider.
Controls:
Computer Use1:1Cost

How to read this chart

Each point is a public model. The chart compares Computer Use IQ against Effective Cost (per 1M I/O Tokens), with color showing the model provider.

Data sources
Artificial AnalysisARC PrizeVals.aiArtificial Analysis Terminal-Bench v2.1Vals.ai Terminal-Bench 2.1LLM StatsOSWorldLLM Stats OSWorld-VerifiedToolathlonLLM Stats ToolathlonScale LabsScale Labs MCP AtlasAgents' Last Exam
CoreAI Models on the IQ Bell CurveEach model's estimated IQ plotted on a standard normal IQ distributionData: ARC Prize, Epoch AI FrontierMath, Vals.ai +27 moreOpen chartIQ BenchmarksTerminal-Bench Hard Benchmark ScoresEach model's Terminal-Bench Hard score. Color = provider.Data: Artificial AnalysisOpen chartIQ BenchmarksTerminal-Bench 2.1 Benchmark ScoresEach model's Terminal-Bench 2.1 pass@1 score, using Artificial Analysis as canonical and Vals.ai as fallback. Color = provider.Data: Artificial Analysis Terminal-Bench v2.1, Vals.ai Terminal-Bench 2.1Open 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 chart