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Model Comparison

Kimi K3.1 Pro vs Muse Glimmer

Kimi K3.1 Pro ranks #15 on the AI IQ leaderboard with an estimated IQ of 132, while Muse Glimmer ranks #99 on the AI IQ leaderboard with an estimated IQ of 106. 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 →Muse Glimmer profile →
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 ProKimiMuse GlimmerMeta
Rank#15#99
IQ132106
Abstract Reasoning11088
Mathematical Reasoning13994
Academic Reasoning135119
Programmatic Reasoning145104
Computer Use131113
Reliability129112
Knowledge Work133109
Emotional Reasoning——
Effective Cost / 1M Tokens—$0.56
Sticker Price / 1M I/O Tokens—$1.68
Speed43 tok/s107 tok/s
Context Window1.0M128K
Released2026-10-232026-08-10
Open WeightsNoYes
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