Academic Reasoning IQ Rankings
Each model's estimated Academic Reasoning IQ, ranked highest to lowest. Defaults to current-generation models.
Academic Reasoning IQ Rankings
More / ExperimentalAcademic Reasoning IQ vs CostEach model's estimated Academic Reasoning 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 +4 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 BenchmarksHumanity's Last Exam Benchmark ScoresEach model's Humanity's Last Exam score. Color = provider.Data: Artificial Analysis, Artificial Analysis Intelligence Index v4.3.2Open chartIQ BenchmarksSciCode Benchmark ScoresEach model's SciCode score. Color = provider.Data: Artificial Analysis, Artificial Analysis Intelligence Index v4.3.2Open chartIQ BenchmarksGPQA Diamond Benchmark ScoresEach model's GPQA Diamond score. Color = provider.Data: Artificial Analysis, Artificial Analysis Intelligence Index v4.3.2Open chartIQ BenchmarksCritPt Benchmark ScoresEach model's CritPt percentage score. Color = provider.Data: Artificial AnalysisOpen chartIQ BenchmarksMMMU-Pro Benchmark ScoresEach model's MMMU-Pro score. Color = provider.Data: Artificial Analysis, Artificial Analysis Intelligence Index v4.3.2Open chart