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Model Comparison

Deepseek V4 Pro vs Ling 3.0 Flash Fin

Deepseek V4 Pro ranks #27 on the AI IQ leaderboard with an estimated IQ of 124, while Ling 3.0 Flash Fin ranks #103 on the AI IQ leaderboard with an estimated IQ of 102. 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 →Ling 3.0 Flash Fin 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 ProDeepSeekLing 3.0 Flash FinChina (Other)
Rank#27#103
IQ124102
Abstract Reasoning10988
Mathematical Reasoning13393
Academic Reasoning130120
Programmatic Reasoning129101
Computer Use12197
Reliability118112
Knowledge Work125106
Emotional Reasoning118—
Effective Cost / 1M Tokens$6.92—
Sticker Price / 1M I/O Tokens$5.28—
Speed110 tok/s338 tok/s
Context Window1M262K
Released2026-04-242026-08-27
Open WeightsYesYes
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