Gemini 3 Flash Preview (Reasoning) vs Gemma 4 31B (Non-reasoning)
Gemini 3 Flash Preview (Reasoning) 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.
| Metric | Gemini 3 Flash Preview (Reasoning) | Gemma 4 31B (Non-reasoning) | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 26.3 | 13.9 | −47.1% Gemma 4 31B (Non-reas… is 47.1% less intelligent |
| Total AA cost (lower is better) | Not reported | Not reported | — not comparable |
| End-to-end time (lower is better) | 7.88s | 11.00s | +39.6% Gemma 4 31B (Non-reas… is 39.6% slower |
| Price per 1M tokens (in / out) | $0.50 / $3.00 | $0.17 / $0.40 | |
| Input modalities | Text, Image, Speech, Video | Text, Image, Video |
Matchup
Compare something else
Agents:
Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/gemini-3-flash-reasoning/gemma-4-31b-non-reasoning · Markdown: /api/v1/compare/gemini-3-flash-reasoning/gemma-4-31b-non-reasoning?format=md · llms.txt · agent skill