Model Comparison

A.x K2 vs Kimi K3.1 Pro

A.x K2 ranks #108 on the AI IQ leaderboard with an estimated IQ of 103, while Kimi K3.1 Pro ranks #14 on the AI IQ leaderboard with an estimated IQ of 132. 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
A.x K2World (Other)Kimi K3.1 ProKimi
Rank#108#14
IQ103132
Abstract Reasoning86110
Mathematical Reasoning94140
Academic Reasoning123135
Programmatic Reasoning99145
Computer Use100132
Reliability112128
Knowledge Work108133
Emotional Reasoning——
Effective Cost / 1M Tokens——
Sticker Price / 1M I/O Tokens——
Speed—43 tok/s
Context Window262K1.0M
Released2026-07-292026-10-23
Open WeightsYesNo