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Model Comparison

Gemini 3.1 Pro vs GPT 5.6 Sol

Gemini 3.1 Pro ranks #9 on the AI IQ leaderboard with an estimated IQ of 127, while GPT 5.6 Sol ranks #2 on the AI IQ leaderboard with an estimated IQ of 136. The table below puts the two models side by side across the six reasoning dimensions, emotional reasoning, cost, speed, and context window.

Gemini 3.1 Pro profile →GPT 5.6 Sol 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 six 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 ProGoogleGPT 5.6 SolOpenAI
Rank#9#2
IQ127136
Abstract Reasoning121129
Mathematical Reasoning129144
Academic Reasoning141143
Programmatic Reasoning121143
Computer Use128137
Reliability125124
Emotional Reasoning114—
Effective Cost / 1M Tokens$9.69$43.86
Sticker Price / 1M I/O Tokens$14.00$35.00
Speed144 tok/s57 tok/s
Context Window1M1M
Released2026-02-192026-07-09
Open WeightsNoNo
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