Gemini 3.5 Flash-Lite vs Gemma 4 31B (Non-reasoning)

Gemini 3.5 Flash-Lite vs Gemma 4 31B (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 3.5 Flash-LiteGemma 4 31B (Non-reasoning)Difference
Intelligence (higher is better)22.213.9−37.4% Gemma 4 31B (Non-reas… is 37.4% less intelligent
Total AA cost (lower is better)$365.63Not reported— not comparable
End-to-end time (lower is better)9.09s10.51s+15.6% Gemma 4 31B (Non-reas… is 15.6% slower
Price per 1M tokens (in / out)$0.30 / $2.50$0.17 / $0.40
Input modalitiesText, Image, Speech, VideoText, Image, Video
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/gemini-3-5-flash-lite/gemma-4-31b-non-reasoning · Markdown: /api/v1/compare/gemini-3-5-flash-lite/gemma-4-31b-non-reasoning?format=md · llms.txt · agent skill