DeepSeek V3.1 (Non-reasoning) vs GPT-5.4 mini (Xhigh)

DeepSeek V3.1 (Non-reasoning) vs GPT-5.4 mini (Xhigh). 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 V3.1 (Non-reasoning)GPT-5.4 mini (Xhigh)Difference
Intelligence (higher is better)13.724.1+75.9% GPT-5.4 mini (Xhigh) is 75.9% more intelligent
Total AA cost (lower is better)Not reported$1,524.02— not comparable
End-to-end time (lower is better)6.48s108.99s+1581.9% GPT-5.4 mini (Xhigh) is 1581.9% slower
Price per 1M tokens (in / out)$0.56 / $1.68$0.75 / $4.50
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-v3-1/gpt-5-4-mini · Markdown: /api/v1/compare/deepseek-v3-1/gpt-5-4-mini?format=md · llms.txt · agent skill