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Model Comparison

Gemini 3.1 Pro vs Kimi K3

Gemini 3.1 Pro ranks #34 on the AI IQ leaderboard with an estimated IQ of 122, while Kimi K3 ranks #21 on the AI IQ leaderboard with an estimated IQ of 127. 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 →Kimi K3 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 ProGoogleKimi K3Kimi
Rank#34#21
IQ122127
Abstract Reasoning118106
Mathematical Reasoning123135
Academic Reasoning132132
Programmatic Reasoning119135
Computer Use123130
Reliability125121
Knowledge Work113127
Emotional Reasoning111133
Effective Cost / 1M Tokens$7.93$20.17
Sticker Price / 1M I/O Tokens$14.00$18.00
Speed146 tok/s42 tok/s
Context Window1M1.0M
Released2026-02-192026-07-16
Open WeightsNoYes
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