DeepSeek V3 0324 vs GPT-5.4 (Non-reasoning)

DeepSeek V3 0324 vs GPT-5.4 (Non-reasoning). A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

DeepSeekDeepSeek V3 0324On the open-weights frontier
Intelligence
9.70
Total cost
$19.9
OpenAIGPT-5.4 (Non-reasoning)Not ranked · benchmark data missing
Intelligence
18.20
Total cost
-
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 0324GPT-5.4 (Non-reasoning)Difference
Intelligence (higher is better)9.718.2+87.6% GPT-5.4 (Non-reasonin… is 87.6% more intelligent
Total AA cost (lower is better)$19.87Not reported— not comparable
End-to-end time (lower is better)4.39s7.56s+72.2% GPT-5.4 (Non-reasonin… is 72.2% slower
Price per 1M tokens (in / out)$0.24 / $0.90$2.50 / $15.0
Input modalitiesTextText, Image
Open this matchup in the interactive pickerDeepSeek V3 0324: what beats itGPT-5.4 (Non-reasoning): what beats it
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/deepseek-v3-0324/gpt-5-4-non-reasoning · Markdown: /api/v1/compare/deepseek-v3-0324/gpt-5-4-non-reasoning?format=md · llms.txt · agent skill