DeepSeek V3.2 (Reasoning) vs GPT-5.4 nano (Medium)

DeepSeek V3.2 (Reasoning) vs GPT-5.4 nano (Medium). A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

Verdict

Comparison incomplete

A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

MetricDeepSeek V3.2 (Reasoning)GPT-5.4 nano (Medium)Difference
Intelligence (higher is better)21.520.0−7.0% GPT-5.4 nano (Medium) is 7.0% less intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)Not reported7.31s— not comparable
Price per 1M tokens (in / out)$0.28 / $0.42$0.20 / $1.25
Input modalitiesTextText, Image
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/deepseek-v3-2-reasoning/gpt-5-4-nano-medium · Markdown: /api/v1/compare/deepseek-v3-2-reasoning/gpt-5-4-nano-medium?format=md · llms.txt · agent skill