Gemini 3.1 Flash-Lite vs Gemma 4 12B (Reasoning)

Gemini 3.1 Flash-Lite vs Gemma 4 12B (Reasoning). 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
GoogleGemma 4 12B (Reasoning)Not ranked · benchmark data missing
Intelligence
14.20
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-LiteGemma 4 12B (Reasoning)Difference
Intelligence (higher is better)15.614.2−9.0% Gemma 4 12B (Reasonin… is 9.0% less intelligent
Total AA cost (lower is better)$155.87Not reported— not comparable
End-to-end time (lower is better)6.09s24.28s+298.7% Gemma 4 12B (Reasonin… is 298.7% slower
Price per 1M tokens (in / out)$0.25 / $1.50$0.10 / $0.30
Input modalitiesText, Image, Speech, VideoText, Image, Speech, Video
Open this matchup in the interactive pickerGemini 3.1 Flash-Lite: what beats itGemma 4 12B (Reasoning): 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-flash-lite-preview/gemma-4-12b · Markdown: /api/v1/compare/gemini-3-1-flash-lite-preview/gemma-4-12b?format=md · llms.txt · agent skill