Gemini 3.1 Flash-Lite vs GPT-5.2 (Xhigh)

Gemini 3.1 Flash-Lite vs GPT-5.2 (Xhigh). A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

GoogleGemini 3.1 Flash-LiteOff the frontier
Intelligence
15.60
Total cost
$156
OpenAIGPT-5.2 (Xhigh)Not ranked · benchmark data missing
Intelligence
30.40
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.

MetricGemini 3.1 Flash-LiteGPT-5.2 (Xhigh)Difference
Intelligence (higher is better)15.630.4+94.9% GPT-5.2 (Xhigh) is 94.9% more intelligent
Total AA cost (lower is better)$155.87Not reported— not comparable
End-to-end time (lower is better)6.15s115.07s+1771.1% GPT-5.2 (Xhigh) is 1771.1% slower
Price per 1M tokens (in / out)$0.25 / $1.50$1.75 / $14.0
Input modalitiesText, Image, Speech, VideoText, Image
Open this matchup in the interactive pickerGemini 3.1 Flash-Lite: what beats itGPT-5.2 (Xhigh): what beats it
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-5-2 · Markdown: /api/v1/compare/gemini-3-1-flash-lite-preview/gpt-5-2?format=md · llms.txt · agent skill