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Model Comparison

Gemini 3.1 Pro vs Hy4

Gemini 3.1 Pro ranks #42 on the AI IQ leaderboard with an estimated IQ of 121, while Hy4 ranks #63 on the AI IQ leaderboard with an estimated IQ of 113. The table below puts the two models side by side across the seven capability dimensions, emotional reasoning, cost, speed, and context window.

Gemini 3.1 Pro profile →Hy4 profile →
Where They Sit on the IQ Bell Curve
Both models highlighted on the standard normal IQ distribution of every tracked model
IQ Dimensions Head to Head
The seven scored Composite IQ dimensions, side by side
Domains Head to Head
Applied domain composite scores where at least one model is measured
Gemini 3.1 ProGoogleHy4China (Other)
Rank#42#63
IQ121113
Abstract Reasoning11889
Mathematical Reasoning122136
Academic Reasoning131100
Programmatic Reasoning119138
Computer Use122125
Reliability125101
Knowledge Work113100
Emotional Reasoning111—
Effective Cost / 1M Tokens$7.86$3.24
Sticker Price / 1M I/O Tokens$14.00$3.33
Speed132 tok/s—
Context Window1M1.0M
Released2026-02-192026-08-28
Open WeightsNoYes
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