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Academic Reasoning IQ Over Time

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

Academic Reasoning IQ Over Time
Academic Reasoning 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 Academic Reasoning IQ checkpoint for that provider.

Data sources
Artificial AnalysisArtificial Analysis Intelligence Index v4.3.2Manual source captureTIGER-Lab MMLU-Pro leaderboard (missing rows only)ARC PrizeEpoch AIEpoch AIEpoch AI FrontierMathProofBench 1.1MathArenaVals.aiVals.ai LiveCodeBenchVals.ai IOI V2Vals.ai ProgramBenchSWE-rebenchEpoch AILLM StatsLLM Stats BrowseCompOSWorldLLM Stats OSWorld-VerifiedScale LabsScale Labs MCP AtlasArena.ai Agent ArenaAgents' Last ExamEpoch AI SimpleQA VerifiedBullshitBench v2Kaggle FACTS Grounding leaderboardArtificial AnalysisArtificial Analysis
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