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Model Comparison

Deepseek V4 Pro vs Kimi K3.1 Pro

Deepseek V4 Pro ranks #32 on the AI IQ leaderboard with an estimated IQ of 123, while Kimi K3.1 Pro ranks #11 on the AI IQ leaderboard with an estimated IQ of 131. The table below puts the two models side by side across the seven capability dimensions, emotional reasoning, cost, speed, and context window.

Deepseek V4 Pro profile →Kimi K3.1 Pro 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
Deepseek V4 ProDeepSeekKimi K3.1 ProKimi
Rank#32#11
IQ123131
Abstract Reasoning109110
Mathematical Reasoning132138
Academic Reasoning129135
Programmatic Reasoning128143
Computer Use120129
Reliability118128
Knowledge Work123133
Emotional Reasoning118—
Effective Cost / 1M Tokens$6.90—
Sticker Price / 1M I/O Tokens$5.28—
Speed100 tok/s51 tok/s
Context Window1M1.0M
Released2026-04-242026-10-23
Open WeightsYesNo
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