DeepSeek V4.1 Flash (Max) vs Gemma 4 12B (Non-reasoning)
DeepSeek V4.1 Flash (Max) 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 | DeepSeek V4.1 Flash (Max) | Gemma 4 12B (Non-reasoning) | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 39.5 | 9.4 | −76.2% Gemma 4 12B (Non-reas… is 76.2% less intelligent |
| Total AA cost (lower is better) | $671.96 | Not reported | — not comparable |
| End-to-end time (lower is better) | 15.37s | 6.42s | −58.2% Gemma 4 12B (Non-reas… is 58.2% faster |
| Price per 1M tokens (in / out) | $0.29 / $1.20 | $0.10 / $0.30 | |
| Input modalities | Text, Image | Text, Image, Speech, Video |
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Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/deepseek-v4-1-flash/gemma-4-12b-non-reasoning · Markdown: /api/v1/compare/deepseek-v4-1-flash/gemma-4-12b-non-reasoning?format=md · llms.txt · agent skill