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Model Comparison

Ling 3.0 Flash vs Minimax M3

Ling 3.0 Flash ranks #88 on the AI IQ leaderboard with an estimated IQ of 105, while Minimax M3 ranks #52 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.

Ling 3.0 Flash 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
Ling 3.0 FlashChina (Other)Minimax M3MiniMax
Rank#88#52
IQ105115
Abstract Reasoning8586
Mathematical Reasoning94122
Academic Reasoning118126
Programmatic Reasoning101119
Computer Use118117
Reliability112124
Knowledge Work109114
Emotional Reasoning—104
Effective Cost / 1M Tokens$0.21$3.36
Sticker Price / 1M I/O Tokens$0.29$1.50
Speed347 tok/s97 tok/s
Context Window262K1M
Released2026-07-242026-06-01
Open WeightsYesYes
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