Model Comparison

Kimi K2.7 Code vs Minimax M3

Kimi K2.7 Code ranks #77 on the AI IQ leaderboard with an estimated IQ of 111, while Minimax M3 ranks #64 on the AI IQ leaderboard with an estimated IQ of 114. The table below puts the two models side by side across the seven capability dimensions, emotional reasoning, cost, speed, and context window.

Kimi K2.7 Code profile →Minimax M3 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 K2.7 CodeKimi	Minimax M3MiniMax
Rank	#77	#64
IQ	111	114
Abstract Reasoning	90	86
Mathematical Reasoning	119	120
Academic Reasoning	127	125
Programmatic Reasoning	102	118
Computer Use	118	115
Reliability	111	123
Knowledge Work	114	113
Emotional Reasoning	—	104
Effective Cost / 1M Tokens	$3.57	$3.43
Sticker Price / 1M I/O Tokens	$4.95	$1.50
Speed	83 tok/s	109 tok/s
Context Window	256K	1M
Released	2026-06-12	2026-06-01
Open Weights	Yes	Yes

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