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Model Comparison

Deepseek V4 Pro vs Gemini 3.1 Pro

Deepseek V4 Pro ranks #33 on the AI IQ leaderboard with an estimated IQ of 117, while Gemini 3.1 Pro ranks #9 on the AI IQ leaderboard with an estimated IQ of 127. The table below puts the two models side by side across the six reasoning dimensions, emotional reasoning, cost, speed, and context window.

Deepseek V4 Pro profile →Gemini 3.1 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 six scored Composite IQ dimensions, side by side
Domains Head to Head
Applied domain composite scores where at least one model is measured
Deepseek V4 ProDeepSeekGemini 3.1 ProGoogle
Rank#33#9
IQ117127
Abstract Reasoning105121
Mathematical Reasoning113129
Academic Reasoning135141
Programmatic Reasoning117121
Computer Use120128
Reliability109125
Emotional Reasoning118114
Effective Cost / 1M Tokens$2.66$9.69
Sticker Price / 1M I/O Tokens$1.30$14.00
Speed71 tok/s144 tok/s
Context Window1M1M
Released2026-04-242026-02-19
Open WeightsYesNo
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