DeepSeek V4 Pro 0813 (Max) vs Gemma 4 31B (Non-reasoning)

DeepSeek V4 Pro 0813 (Max) vs Gemma 4 31B (Non-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 Pro 0813 (Max)Off the frontier
Intelligence
36.00
Total cost
$1122
GoogleGemma 4 31B (Non-reasoning)Not ranked · benchmark data missing
Intelligence
13.90
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 Pro 0813 (Max)Gemma 4 31B (Non-reasoning)Difference
Intelligence (higher is better)36.013.9−61.4% Gemma 4 31B (Non-reas… is 61.4% less intelligent
Total AA cost (lower is better)$1,122.27Not reported— not comparable
End-to-end time (lower is better)25.65s10.63s−58.6% Gemma 4 31B (Non-reas… is 58.6% faster
Price per 1M tokens (in / out)$1.32 / $3.96$0.17 / $0.40
Input modalitiesTextText, Image, Video
Open this matchup in the interactive pickerDeepSeek V4 Pro 0813 (Max): what beats itGemma 4 31B (Non-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-pro/gemma-4-31b-non-reasoning · Markdown: /api/v1/compare/deepseek-v4-pro/gemma-4-31b-non-reasoning?format=md · llms.txt · agent skill