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Model Comparison

Fugu Ultra V2.0 vs Minimax M3

Fugu Ultra V2.0 ranks #81 on the AI IQ leaderboard with an estimated IQ of 109, while Minimax M3 ranks #55 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 V2.0 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 V2.0World (Other)Minimax M3MiniMax
Rank#81#55
IQ109115
Abstract Reasoning9386
Mathematical Reasoning103121
Academic Reasoning126125
Programmatic Reasoning122118
Computer Use108116
Reliability104123
Knowledge Work105114
Emotional Reasoning—104
Effective Cost / 1M Tokens$44.74$3.43
Sticker Price / 1M I/O Tokens$35.00$1.50
Speed—122 tok/s
Context Window1M1M
Released2026-09-112026-06-01
Open WeightsNoYes
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