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Model Comparison

Agnes 2.5 Pro Beta vs Deepseek V4 Pro

Agnes 2.5 Pro Beta ranks #74 on the AI IQ leaderboard with an estimated IQ of 110, while Deepseek V4 Pro ranks #31 on the AI IQ leaderboard with an estimated IQ of 123. The table below puts the two models side by side across the seven capability dimensions, emotional reasoning, cost, speed, and context window.

Agnes 2.5 Pro Beta profile →Deepseek V4 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
Agnes 2.5 Pro BetaWorld (Other)Deepseek V4 ProDeepSeek
Rank#74#31
IQ110123
Abstract Reasoning96109
Mathematical Reasoning104132
Academic Reasoning127130
Programmatic Reasoning98129
Computer Use108123
Reliability116118
Knowledge Work121124
Emotional Reasoning—118
Effective Cost / 1M Tokens$0.82$7.02
Sticker Price / 1M I/O Tokens$0.40$5.28
Speed116 tok/s79 tok/s
Context Window1M1M
Released2026-08-262026-04-24
Open WeightsNoYes
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