AI IQ
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Emotional Reasoning (EQ)

A bird's-eye view of the dimension: the main IQ chart, the effective-cost frontier, and the benchmark charts that feed it.

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
EQ-Bench 3Arena.aiAttuneBench
Emotional Reasoning vs Effective Cost
Emotional Reasoning vs Effective Cost
X = effective cost (log). Y = Emotional Reasoning IQ. Color = provider.
Controls:
Emotional1:1Cost

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.

Data sources
Artificial AnalysisARC PrizeVals.aiEQ-Bench 3Arena.aiAttuneBench
Benchmarks In This Dimension
Arena.ai Overall Benchmark Scores
Human-preference Arena.ai Overall Elo scores. Color = provider.
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How to read this chart

Bars rank models by the source-backed benchmark value used for this chart. Longer bars indicate higher published scores.

Data sources
Arena.ai
EQ-Bench 3 Benchmark Scores
AI-judged EQ-Bench 3 Elo, a style-sensitive emotional reasoning signal. Color = provider.
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How to read this chart

Bars rank models by the source-backed benchmark value used for this chart. Longer bars indicate higher published scores.

Data sources
EQ-Bench 3
AttuneBench Benchmark Scores
Default-mode AttuneBench Composite scores from real human-AI conversations. Color = provider.
Controls:

How to read this chart

Bars rank models by the source-backed benchmark value used for this chart. Longer bars indicate higher published scores.

Data sources
AttuneBench