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Model Comparison

Inkling vs Minimax M3

Inkling ranks #81 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.

Inkling 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
InklingUS (Other)Minimax M3MiniMax
Rank#81#54
IQ108115
Abstract Reasoning9186
Mathematical Reasoning98121
Academic Reasoning123125
Programmatic Reasoning100118
Computer Use112116
Reliability115124
Knowledge Work114114
Emotional Reasoning116104
Effective Cost / 1M Tokens$5.44$3.38
Sticker Price / 1M I/O Tokens$5.05$1.50
Speed186 tok/s107 tok/s
Context Window1M1M
Released2026-07-152026-06-01
Open WeightsYesYes
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