Model Comparison

Kimi K3.1 Pro vs O3

Kimi K3.1 Pro ranks #14 on the AI IQ leaderboard with an estimated IQ of 132, while O3 ranks #112 on the AI IQ leaderboard with an estimated IQ of 103. The table below puts the two models side by side across the seven capability dimensions, emotional reasoning, cost, speed, and context window.

Kimi K3.1 Pro profile →O3 profile →

First model Second model

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

	Kimi K3.1 ProKimi	O3OpenAI
Rank	#14	#112
IQ	132	103
Abstract Reasoning	110	92
Mathematical Reasoning	140	106
Academic Reasoning	135	115
Programmatic Reasoning	145	112
Computer Use	132	97
Reliability	128	110
Knowledge Work	133	90
Emotional Reasoning	—	113
Effective Cost / 1M Tokens	—	$8.72
Sticker Price / 1M I/O Tokens	—	$10.00
Speed	43 tok/s	166 tok/s
Context Window	1.0M	200K
Released	2026-10-23	2025-04-16
Open Weights	No	No

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