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Model Comparison

Deepseek V4.1 Flash 1017 vs GPT 6 Astra

Deepseek V4.1 Flash 1017 ranks #24 on the AI IQ leaderboard with an estimated IQ of 125, 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.

Deepseek V4.1 Flash 1017 profile →GPT 6 Astra profile →
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
Deepseek V4.1 Flash 1017DeepSeekGPT 6 AstraOpenAI
Rank#24#4
IQ125140
Abstract Reasoning112136
Mathematical Reasoning130149
Academic Reasoning130134
Programmatic Reasoning135151
Computer Use126140
Reliability119136
Knowledge Work125133
Emotional Reasoning——
Effective Cost / 1M Tokens$1.87$34.20
Sticker Price / 1M I/O Tokens$1.50$60.00
Speed—57 tok/s
Context Window1M1.1M
Released2026-10-172026-09-03
Open WeightsYesNo
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