Model Comparison

Fable 5.1 vs Kat Coder Pro V1

Fable 5.1 ranks #5 on the AI IQ leaderboard with an estimated IQ of 137, while Kat Coder Pro V1 ranks #99 on the AI IQ leaderboard with an estimated IQ of 104. 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
Fable 5.1AnthropicKat Coder Pro V1China (Other)
Rank#5#99
IQ137104
Abstract Reasoning12477
Mathematical Reasoning147115
Academic Reasoning136111
Programmatic Reasoning147112
Computer Use140101
Reliability135101
Knowledge Work133107
Emotional Reasoning——
Effective Cost / 1M Tokens$90.99$1.58
Sticker Price / 1M I/O Tokens$60.00$1.50
Speed71 tok/s61 tok/s
Context Window1M256K
Released2026-09-01—
Open WeightsNoNo