Emotional Reasoning (EQ)
Diagnostic Emotional Reasoning scores, excluded from Composite IQ until the benchmark base is stronger.
Emotional Reasoning (EQ)
Emotional Reasoning (EQ)
Diagnostic Emotional Reasoning scores, excluded from Composite IQ until the benchmark base is stronger.
Controls:
How to read this chart
Models are placed on a standard IQ-style distribution using Emotional Reasoning IQ. Higher scores appear farther to the right.
Data sources
Emotional Reasoning vs Effective Cost
Emotional Reasoning vs Effective Cost
X = effective cost (log). Y = Emotional Reasoning IQ. Color = provider.
Controls:
How to read this chart
Each point is a public model. The chart compares Emotional Reasoning IQ against Effective Cost (per 1M I/O Tokens), with color showing the model provider.
EQ / DiagnosticArena.ai Overall Benchmark ScoresHuman-preference Arena.ai Overall Elo scores. Color = provider.Data: Arena.aiOpen chartEQ / DiagnosticEQ-Bench 3 Benchmark ScoresAI-judged EQ-Bench 3 Elo, a style-sensitive emotional reasoning signal. Color = provider.Data: EQ-Bench 3Open chartEQ / DiagnosticAttuneBench Benchmark ScoresDefault-mode AttuneBench Composite scores from real human-AI conversations. Color = provider.Data: AttuneBenchOpen chartCoreIQ vs EQX = diagnostic EQ. Y = IQ. Color = model provider.Data: Arena.ai, EQ-Bench 3, AttuneBench +30 moreOpen chartCostEQ vs Effective CostDiagnostic EQ plotted against effective cost per 1M I/O Tokens (sticker price × measured or imputed usage multiplier).Data: Artificial Analysis, ARC Prize, Vals.ai +3 moreOpen chartCoreAI 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 chart