DeepSeek V4.1 Flash 1017 (Max) vs Gemma 4 31B (Reasoning)

DeepSeek V4.1 Flash 1017 (Max) vs Gemma 4 31B (Reasoning). A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

DeepSeekDeepSeek V4.1 Flash 1017 (Max)On the open-weights frontier
Intelligence
32.50
Total cost
$521
GoogleGemma 4 31B (Reasoning)Not ranked · benchmark data missing
Intelligence
-
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.

MetricDeepSeek V4.1 Flash 1017 (Max)Gemma 4 31B (Reasoning)Difference
Intelligence (higher is better)32.5Not reported— not comparable
Total AA cost (lower is better)$520.63Not reported— not comparable
End-to-end time (lower is better)15.15s64.24s+324.0% Gemma 4 31B (Reasonin… is 324.0% slower
Price per 1M tokens (in / out)$0.30 / $1.20$0.00 / $0.00
Input modalitiesText, ImageText, Image, Video
Open this matchup in the interactive pickerDeepSeek V4.1 Flash 1017 (Max): what beats itGemma 4 31B (Reasoning): what beats it
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-4-31b · Markdown: /api/v1/compare/deepseek-v4-1-flash-1017/gemma-4-31b?format=md · llms.txt · agent skill