Model Comparison

Glm 5.3 vs Ling 3.1 Flash

Glm 5.3 ranks #27 on the AI IQ leaderboard with an estimated IQ of 124, while Ling 3.1 Flash ranks #46 on the AI IQ leaderboard with an estimated IQ of 120. The table below puts the two models side by side across the seven capability dimensions, emotional reasoning, cost, speed, and context window.

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
Glm 5.3Z.aiLing 3.1 FlashChina (Other)
Rank#27#46
IQ124120
Abstract Reasoning98102
Mathematical Reasoning129110
Academic Reasoning131131
Programmatic Reasoning140140
Computer Use127115
Reliability121118
Knowledge Work123124
Emotional Reasoning——
Effective Cost / 1M Tokens$13.07—
Sticker Price / 1M I/O Tokens$5.80—
Speed78 tok/s221 tok/s
Context Window1M1M
Released2026-08-182026-09-30
Open WeightsYesYes