Model Comparison

Ember 1 vs GPT 6.1 Sol

Ember 1 ranks #93 on the AI IQ leaderboard with an estimated IQ of 106, while GPT 6.1 Sol ranks #1 on the AI IQ leaderboard with an estimated IQ of 141. 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
Ember 1US (Other)GPT 6.1 SolOpenAI
Rank#93#1
IQ106141
Abstract Reasoning89133
Mathematical Reasoning132150
Academic Reasoning100135
Programmatic Reasoning126153
Computer Use102148
Reliability96135
Knowledge Work95132
Emotional Reasoning——
Effective Cost / 1M Tokens$15.87$6.30
Sticker Price / 1M I/O Tokens$18.00$12.00
Speed—73 tok/s
Context Window1.0M1.1M
Released2026-09-232026-09-29
Open WeightsNoNo