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Emotional Reasoning IQ Rankings

Each model's estimated Emotional Reasoning IQ, ranked highest to lowest. Defaults to current-generation models.

Emotional Reasoning IQ Rankings
Emotional Reasoning IQ Rankings
Emotional Reasoning IQ scores, highest to lowest

How to read this chart

Each bar is one model, colored by provider and ranked by its estimated Emotional Reasoning IQ. Defaults to current-generation models; use Filters to include previous generations.

Data sources
EQ-Bench 4 EloEQ-Bench 3AttuneBench
More / ExperimentalEmotional Reasoning IQ vs CostEach model's Emotional 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 chartEmotional & InteractionEmotional Reasoning IQ Bell CurveEach model's Emotional Reasoning IQ, derived from EQ-Bench 4 and AttuneBench and excluded from Composite IQ, placed on a standard normal IQ distribution.Data: EQ-Bench 4 Elo, EQ-Bench 3, AttuneBenchOpen chartApplied DomainsEmotional Reasoning IQ Over TimeEach model's estimated Emotional Reasoning IQ by release date. Step-lines connect each provider's flagship models over time.Data: EQ-Bench 4 Elo, EQ-Bench 3, AttuneBench +24 moreOpen chartApplied DomainsEngineering Design IQ Bell CurveEach model's Engineering Design IQ, placed on a standard normal IQ distribution. Domain composites are provisional and sit outside Composite IQ.Data: AI IQ datasetOpen chartApplied DomainsEngineering Design IQ vs CostEach model's Engineering Design 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 +1 moreOpen chartApplied DomainsEngineering Design IQ RankingsEach model's estimated Engineering Design IQ, ranked highest to lowest. Defaults to current-generation models.Data: AI IQ datasetOpen chart