DeepSeek V3.2 (Reasoning) vs Gemma 4 12B (Reasoning)

DeepSeek V3.2 (Reasoning) vs Gemma 4 12B (Reasoning). A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

DeepSeekDeepSeek V3.2 (Reasoning)Not ranked · benchmark data missing
Intelligence
21.50
Total cost
-
GoogleGemma 4 12B (Reasoning)Not ranked · benchmark data missing
Intelligence
14.20
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 V3.2 (Reasoning)Gemma 4 12B (Reasoning)Difference
Intelligence (higher is better)21.514.2−34.0% Gemma 4 12B (Reasonin… is 34.0% less intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)Not reported24.01s— not comparable
Price per 1M tokens (in / out)$0.28 / $0.42$0.10 / $0.30
Input modalitiesTextText, Image, Speech, Video
Open this matchup in the interactive pickerDeepSeek V3.2 (Reasoning): what beats itGemma 4 12B (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-v3-2-reasoning/gemma-4-12b · Markdown: /api/v1/compare/deepseek-v3-2-reasoning/gemma-4-12b?format=md · llms.txt · agent skill