Model Comparison

Agnes 2.5 Pro Beta vs Kimi K3

Agnes 2.5 Pro Beta ranks #74 on the AI IQ leaderboard with an estimated IQ of 110, 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#74#20
IQ110127
Abstract Reasoning96106
Mathematical Reasoning104135
Academic Reasoning127132
Programmatic Reasoning98135
Computer Use108130
Reliability116121
Knowledge Work121127
Emotional Reasoning—133
Effective Cost / 1M Tokens$0.82$20.21
Sticker Price / 1M I/O Tokens$0.40$18.00
Speed116 tok/s42 tok/s
Context Window1M1.0M
Released2026-08-262026-07-16
Open WeightsNoYes