Model Comparison

GPT 5.3 Codex vs Kimi K3.1 Pro

GPT 5.3 Codex ranks #68 on the AI IQ leaderboard with an estimated IQ of 112, 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 5.3 CodexOpenAIKimi K3.1 ProKimi
Rank#68#14
IQ112132
Abstract Reasoning84110
Mathematical Reasoning103140
Academic Reasoning129135
Programmatic Reasoning124145
Computer Use113132
Reliability115128
Knowledge Work113133
Emotional Reasoning——
Effective Cost / 1M Tokens$18.57—
Sticker Price / 1M I/O Tokens$15.75—
Speed103 tok/s43 tok/s
Context Window400K1.0M
Released2026-02-052026-10-23
Open WeightsNoNo