Gemini 3.1 Pro Preview vs o1-preview

Gemini 3.1 Pro Preview vs o1-preview. 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 Pro PreviewOff the frontier
Intelligence
29.70
Total cost
$1935
OpenAIo1-previewNot ranked · benchmark data missing
Intelligence
11.40
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 Pro Previewo1-previewDifference
Intelligence (higher is better)29.711.4−61.6% o1-preview is 61.6% less intelligent
Total AA cost (lower is better)$1,935.39Not reported— not comparable
End-to-end time (lower is better)24.90sNot reported— not comparable
Price per 1M tokens (in / out)$2.00 / $12.0$16.5 / $66.0
Input modalitiesText, Image, Speech, VideoText
Open this matchup in the interactive pickerGemini 3.1 Pro Preview: what beats ito1-preview: what beats it
Matchup

Compare something else

Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/gemini-3-1-pro-preview/o1-preview · Markdown: /api/v1/compare/gemini-3-1-pro-preview/o1-preview?format=md · llms.txt · agent skill