Gemini 2.5 Flash (Reasoning) vs Gemma 4 12B (Non-reasoning)
Gemini 2.5 Flash (Reasoning) vs Gemma 4 12B (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 2.5 Flash (Reasoning) | Gemma 4 12B (Non-reasoning) | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 13.1 | 9.4 | −28.2% Gemma 4 12B (Non-reas… is 28.2% less intelligent |
| Total AA cost (lower is better) | Not reported | Not reported | — not comparable |
| End-to-end time (lower is better) | 17.17s | 6.39s | −62.8% Gemma 4 12B (Non-reas… is 62.8% faster |
| Price per 1M tokens (in / out) | $0.30 / $2.50 | $0.10 / $0.30 | |
| Input modalities | Text, Image, Speech, Video | Text, Image, Speech, Video |
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Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/gemini-2-5-flash-reasoning/gemma-4-12b-non-reasoning · Markdown: /api/v1/compare/gemini-2-5-flash-reasoning/gemma-4-12b-non-reasoning?format=md · llms.txt · agent skill