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Model Comparison

Fugu Ultra V1.1 vs Minimax M3

Fugu Ultra V1.1 ranks #82 on the AI IQ leaderboard with an estimated IQ of 108, while Minimax M3 ranks #54 on the AI IQ leaderboard with an estimated IQ of 115. The table below puts the two models side by side across the seven capability dimensions, emotional reasoning, cost, speed, and context window.

Fugu Ultra V1.1 profile →Minimax M3 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
Fugu Ultra V1.1World (Other)Minimax M3MiniMax
Rank#82#54
IQ108115
Abstract Reasoning9286
Mathematical Reasoning104121
Academic Reasoning127125
Programmatic Reasoning122118
Computer Use109116
Reliability103123
Knowledge Work102114
Emotional Reasoning—104
Effective Cost / 1M Tokens$44.74$3.43
Sticker Price / 1M I/O Tokens$35.00$1.50
Speed—95 tok/s
Context Window1M1M
Released2026-07-242026-06-01
Open WeightsNoYes
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