Model Comparison

Agnes 2.5 Pro Beta vs Kimi K3

Agnes 2.5 Pro Beta ranks #79 on the AI IQ leaderboard with an estimated IQ of 108, 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.

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)Kimi K3Kimi
Rank#79#20
IQ108127
Abstract Reasoning97106
Mathematical Reasoning104136
Academic Reasoning127132
Programmatic Reasoning98135
Computer Use109130
Reliability116121
Knowledge Work104127
Emotional Reasoning—133
Effective Cost / 1M Tokens$0.54$19.85
Sticker Price / 1M I/O Tokens$0.40$18.00
Speed159 tok/s43 tok/s
Context Window1M1.0M
Released2026-08-262026-07-16
Open WeightsNoYes