Gemini 3.1 Flash-Lite vs Nova 2.0 Pro Preview (Non-reasoning)

Gemini 3.1 Flash-Lite vs Nova 2.0 Pro Preview (Non-reasoning). 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-LiteNova 2.0 Pro Preview (Non-reasoning)Difference
Intelligence (higher is better)15.610.0−35.9% Nova 2.0 Pro Preview … is 35.9% less intelligent
Total AA cost (lower is better)$155.87Not reported— not comparable
End-to-end time (lower is better)6.06s5.37s−11.4% Nova 2.0 Pro Preview … is 11.4% faster
Price per 1M tokens (in / out)$0.25 / $1.50$1.25 / $10.0
Input modalitiesText, Image, Speech, VideoText, Image
Matchup

Compare something else

Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/gemini-3-1-flash-lite-preview/nova-2-0-pro · Markdown: /api/v1/compare/gemini-3-1-flash-lite-preview/nova-2-0-pro?format=md · llms.txt · agent skill