Model Comparison

Fugu Ultra V2.0 vs GPT 6 Astra

Fugu Ultra V2.0 ranks #85 on the AI IQ leaderboard with an estimated IQ of 109, 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 V2.0World (Other)GPT 6 AstraOpenAI
Rank#85#4
IQ109140
Abstract Reasoning93136
Mathematical Reasoning103149
Academic Reasoning126134
Programmatic Reasoning121150
Computer Use108140
Reliability104136
Knowledge Work105132
Emotional Reasoning——
Effective Cost / 1M Tokens$44.78$34.22
Sticker Price / 1M I/O Tokens$35.00$60.00
Speed—66 tok/s
Context Window1M1.1M
Released2026-09-112026-09-03
Open WeightsNoNo