Gemini 3.1 Flash-Lite vs GPT-5.3 Codex (Xhigh)

Gemini 3.1 Flash-Lite 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 3.1 Flash-LiteGPT-5.3 Codex (Xhigh)Difference
Intelligence (higher is better)15.632.5+108.3% GPT-5.3 Codex (Xhigh) is 2.1× more intelligent
Total AA cost (lower is better)$155.87Not reported— not comparable
End-to-end time (lower is better)6.08s58.60s+863.8% GPT-5.3 Codex (Xhigh) is 863.8% slower
Price per 1M tokens (in / out)$0.25 / $1.50$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-3-1-flash-lite-preview/gpt-5-3-codex · Markdown: /api/v1/compare/gemini-3-1-flash-lite-preview/gpt-5-3-codex?format=md · llms.txt · agent skill