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Model Comparison

Gemini 3.1 Pro vs Minimax M3

Gemini 3.1 Pro ranks #9 on the AI IQ leaderboard with an estimated IQ of 127, while Minimax M3 ranks #42 on the AI IQ leaderboard with an estimated IQ of 114. 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 →Minimax M3 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 ProGoogleMinimax M3MiniMax
Rank#9#42
IQ127114
Abstract Reasoning12199
Mathematical Reasoning129109
Academic Reasoning141134
Programmatic Reasoning121112
Computer Use128119
Reliability125113
Emotional Reasoning114—
Effective Cost / 1M Tokens$9.69$5.42
Sticker Price / 1M I/O Tokens$14.00$1.50
Speed144 tok/s97 tok/s
Context Window1M1M
Released2026-02-192026-06-01
Open WeightsNoYes
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