Model Comparison

GPT 4o vs Kimi K3.1 Pro

GPT 4o ranks #168 on the AI IQ leaderboard with an estimated IQ of 85, 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
Domains Head to Head
Applied domain composite scores where at least one model is measured
GPT 4oOpenAIKimi K3.1 ProKimi
Rank#168#14
IQ85132
Abstract Reasoning74110
Mathematical Reasoning81140
Academic Reasoning96135
Programmatic Reasoning96145
Computer Use71132
Reliability100128
Knowledge Work79133
Emotional Reasoning——
Effective Cost / 1M Tokens——
Sticker Price / 1M I/O Tokens——
Speed—43 tok/s
Context Window—1.0M
Released2024-05-132026-10-23
Open WeightsNoNo