Gemini 3.8 Flash (High) vs GPT-5.3 Codex (Xhigh)

Gemini 3.8 Flash (High) vs GPT-5.3 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.

MetricGemini 3.8 Flash (High)GPT-5.3 Codex (Xhigh)Difference
Intelligence (higher is better)40.932.5−20.5% GPT-5.3 Codex (Xhigh) is 20.5% less intelligent
Total AA cost (lower is better)$1,622.73Not reported— not comparable
End-to-end time (lower is better)33.13s62.23s+87.8% GPT-5.3 Codex (Xhigh) is 87.8% slower
Price per 1M tokens (in / out)$0.75 / $3.75$1.75 / $14.0
Input modalitiesText, Image, Speech, VideoText, Image
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/gemini-3-8-flash/gpt-5-3-codex · Markdown: /api/v1/compare/gemini-3-8-flash/gpt-5-3-codex?format=md · llms.txt · agent skill