DeepSeek Coder V2 Lite Instruct vs GPT-5.4 mini (Non-reasoning)

DeepSeek Coder V2 Lite Instruct vs GPT-5.4 mini (Non-reasoning). 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 Coder V2 Lite InstructGPT-5.4 mini (Non-reasoning)Difference
Intelligence (higher is better)5.311.1+109.4% GPT-5.4 mini (Non-rea… is 2.1× more intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)Not reported3.19s— not comparable
Price per 1M tokens (in / out)—$0.75 / $4.50
Input modalitiesTextText, Image
Matchup

Compare something else

Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/deepseek-coder-v2-lite/gpt-5-4-mini-non-reasoning · Markdown: /api/v1/compare/deepseek-coder-v2-lite/gpt-5-4-mini-non-reasoning?format=md · llms.txt · agent skill