Gemini 3.1 Pro Preview vs Nova Pro

Gemini 3.1 Pro Preview vs Nova Pro. 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
AmazonNova ProNot ranked · benchmark data missing
Intelligence
7.00
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 PreviewNova ProDifference
Intelligence (higher is better)29.77.0−76.4% Nova Pro is 76.4% less intelligent
Total AA cost (lower is better)$1,935.39Not reported— not comparable
End-to-end time (lower is better)24.90s4.90s−80.3% Nova Pro is 80.3% faster
Price per 1M tokens (in / out)$2.00 / $12.0$0.80 / $3.20
Input modalitiesText, Image, Speech, VideoText, Image, Video
Open this matchup in the interactive pickerGemini 3.1 Pro Preview: what beats itNova Pro: 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/nova-pro · Markdown: /api/v1/compare/gemini-3-1-pro-preview/nova-pro?format=md · llms.txt · agent skill