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Model Comparison

Gemini 3.1 Pro vs Muse Spark 1.3

Gemini 3.1 Pro ranks #11 on the AI IQ leaderboard with an estimated IQ of 127, while Muse Spark 1.3 ranks #25 on the AI IQ leaderboard with an estimated IQ of 121. The table below puts the two models side by side across the six reasoning dimensions, emotional reasoning, cost, speed, and context window.

Gemini 3.1 Pro profile →Muse Spark 1.3 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 six scored Composite IQ dimensions, side by side
Domains Head to Head
Applied domain composite scores where at least one model is measured
Gemini 3.1 ProGoogleMuse Spark 1.3Meta
Rank#11#25
IQ127121
Abstract Reasoning121100
Mathematical Reasoning129123
Academic Reasoning141142
Programmatic Reasoning121123
Computer Use128124
Reliability125115
Emotional Reasoning114—
Effective Cost / 1M Tokens$9.45$4.15
Sticker Price / 1M I/O Tokens$14.00$5.50
Speed144 tok/s197 tok/s
Context Window1M1M
Released2026-02-192026-09-02
Open WeightsNoNo
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