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Model Comparison

Agnes 2.5 Pro Beta vs Minimax M3

Agnes 2.5 Pro Beta ranks #79 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.

Agnes 2.5 Pro Beta 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
Agnes 2.5 Pro BetaWorld (Other)Minimax M3MiniMax
Rank#79#54
IQ108115
Abstract Reasoning9786
Mathematical Reasoning104121
Academic Reasoning127125
Programmatic Reasoning98118
Computer Use109117
Reliability116124
Knowledge Work104114
Emotional Reasoning—104
Effective Cost / 1M Tokens$0.54$3.38
Sticker Price / 1M I/O Tokens$0.40$1.50
Speed159 tok/s107 tok/s
Context Window1M1M
Released2026-08-262026-06-01
Open WeightsNoYes
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