DeepSeek V4 Flash Vision (Max) vs Gemma 4 12B (Reasoning)

DeepSeek V4 Flash Vision (Max) 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 V4 Flash Vision (Max)Off the frontier
Intelligence
34.80
Total cost
$1081
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 V4 Flash Vision (Max)Gemma 4 12B (Reasoning)Difference
Intelligence (higher is better)34.814.2−59.2% Gemma 4 12B (Reasonin… is 59.2% less intelligent
Total AA cost (lower is better)$1,081.42Not reported— not comparable
End-to-end time (lower is better)16.10s24.02s+49.2% Gemma 4 12B (Reasonin… is 49.2% slower
Price per 1M tokens (in / out)$0.44 / $1.32$0.10 / $0.30
Input modalitiesText, ImageText, Image, Speech, Video
Open this matchup in the interactive pickerDeepSeek V4 Flash Vision (Max): what beats itGemma 4 12B (Reasoning): what beats it
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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/deepseek-v4-flash-vision/gemma-4-12b · Markdown: /api/v1/compare/deepseek-v4-flash-vision/gemma-4-12b?format=md · llms.txt · agent skill