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Model Comparison

Deepseek V4 Flash vs Kimi K3.1 Pro

Deepseek V4 Flash ranks #42 on the AI IQ leaderboard with an estimated IQ of 121, while Kimi K3.1 Pro ranks #14 on the AI IQ leaderboard with an estimated IQ of 132. The table below puts the two models side by side across the seven capability dimensions, emotional reasoning, cost, speed, and context window.

Deepseek V4 Flash 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 FlashDeepSeekKimi K3.1 ProKimi
Rank#42#14
IQ121132
Abstract Reasoning103110
Mathematical Reasoning131140
Academic Reasoning128135
Programmatic Reasoning127145
Computer Use122132
Reliability114128
Knowledge Work122133
Emotional Reasoning113—
Effective Cost / 1M Tokens$1.69—
Sticker Price / 1M I/O Tokens$1.76—
Speed142 tok/s43 tok/s
Context Window1M1.0M
Released2026-04-242026-10-23
Open WeightsYesNo
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