Model Comparison

Deepseek V4 Pro vs Qwen3.8 Max

Deepseek V4 Pro ranks #33 on the AI IQ leaderboard with an estimated IQ of 117, while Qwen3.8 Max ranks #28 on the AI IQ leaderboard with an estimated IQ of 119. The table below puts the two models side by side across the six reasoning dimensions, emotional reasoning, cost, speed, and context window.

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 ProDeepSeekQwen3.8 MaxAlibaba
Rank#33#28
IQ117119
Abstract Reasoning10593
Mathematical Reasoning113127
Academic Reasoning135136
Programmatic Reasoning117120
Computer Use120119
Reliability109116
Emotional Reasoning118
Effective Cost / 1M Tokens$2.66$15.01
Sticker Price / 1M I/O Tokens$1.30$8.00
Speed71 tok/s
Context Window1M1M
Released2026-04-242026-08-03
Open WeightsYesNo