Model Comparison

Inkling Small vs Kimi K3.1 Pro

Inkling Small ranks #81 on the AI IQ leaderboard with an estimated IQ of 110, while Kimi K3.1 Pro ranks #14 on the AI IQ leaderboard with an estimated IQ of 132. 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
Inkling SmallUS (Other)Kimi K3.1 ProKimi
Rank#81#14
IQ110132
Abstract Reasoning91110
Mathematical Reasoning115140
Academic Reasoning125135
Programmatic Reasoning107145
Computer Use114132
Reliability106128
Knowledge Work114133
Emotional Reasoning——
Effective Cost / 1M Tokens$1.24—
Sticker Price / 1M I/O Tokens$1.50—
Speed224 tok/s43 tok/s
Context Window1M1.0M
Released2026-07-302026-10-23
Open WeightsYesNo