DeepSeek V4.1 Flash (Non-reasoning) vs GPT-5.2 Codex (Xhigh)

DeepSeek V4.1 Flash (Non-reasoning) vs GPT-5.2 Codex (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 V4.1 Flash (Non-reasoning)GPT-5.2 Codex (Xhigh)Difference
Intelligence (higher is better)24.728.5+15.4% GPT-5.2 Codex (Xhigh) is 15.4% more intelligent
Total AA cost (lower is better)$238.91Not reported— not comparable
End-to-end time (lower is better)2.66s135.26s+4985.0% GPT-5.2 Codex (Xhigh) is 4985.0% slower
Price per 1M tokens (in / out)$0.30 / $1.20$1.75 / $14.0
Input modalitiesText, ImageText, Image
Matchup

Compare something else

Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/deepseek-v4-1-flash-non-reasoning/gpt-5-2-codex · Markdown: /api/v1/compare/deepseek-v4-1-flash-non-reasoning/gpt-5-2-codex?format=md · llms.txt · agent skill