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Model Comparison

Kat Coder Pro V1 vs Kimi K3

Kat Coder Pro V1 ranks #99 on the AI IQ leaderboard with an estimated IQ of 104, while Kimi K3 ranks #20 on the AI IQ leaderboard with an estimated IQ of 127. The table below puts the two models side by side across the seven capability dimensions, emotional reasoning, cost, speed, and context window.

Kat Coder Pro V1 profile →Kimi K3 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
Kat Coder Pro V1China (Other)Kimi K3Kimi
Rank#99#20
IQ104127
Abstract Reasoning77106
Mathematical Reasoning115135
Academic Reasoning111132
Programmatic Reasoning112135
Computer Use101130
Reliability101121
Knowledge Work107127
Emotional Reasoning—133
Effective Cost / 1M Tokens$1.58$20.21
Sticker Price / 1M I/O Tokens$1.50$18.00
Speed61 tok/s42 tok/s
Context Window256K1.0M
Released—2026-07-16
Open WeightsNoYes
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