Model Comparison

Fugu Ultra V1.0 vs GPT 6 Astra

Fugu Ultra V1.0 ranks #101 on the AI IQ leaderboard with an estimated IQ of 104, while GPT 6 Astra ranks #4 on the AI IQ leaderboard with an estimated IQ of 140. 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
Fugu Ultra V1.0World (Other)GPT 6 AstraOpenAI
Rank#101#4
IQ104140
Abstract Reasoning91136
Mathematical Reasoning97149
Academic Reasoning129134
Programmatic Reasoning121150
Computer Use103140
Reliability94136
Knowledge Work94132
Emotional Reasoning——
Effective Cost / 1M Tokens$25.99$34.22
Sticker Price / 1M I/O Tokens$35.00$60.00
Speed—66 tok/s
Context Window—1.1M
Released2026-06-222026-09-03
Open WeightsNoNo