DeepSeek V4.1 Flash 1017 (Max) vs Gemma 4 E4B (Non-reasoning)

DeepSeek V4.1 Flash 1017 (Max) vs Gemma 4 E4B (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.

MetricDeepSeek V4.1 Flash 1017 (Max)Gemma 4 E4B (Non-reasoning)Difference
Intelligence (higher is better)45.17.5−83.4% Gemma 4 E4B (Non-reas… is 83.4% less intelligent
Total AA cost (lower is better)$444.60Not reported— not comparable
End-to-end time (lower is better)15.97s11.53s−27.8% Gemma 4 E4B (Non-reas… is 27.8% faster
Price per 1M tokens (in / out)$0.30 / $1.20$0.02 / $0.10
Input modalitiesText, ImageText, Image, Speech, Video
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/deepseek-v4-1-flash-1017/gemma-4-e4b-non-reasoning · Markdown: /api/v1/compare/deepseek-v4-1-flash-1017/gemma-4-e4b-non-reasoning?format=md · llms.txt · agent skill