DeepSeek V4 Pro 0813 (Non-reasoning) vs Gemma 4 26B A4B (Reasoning)

DeepSeek V4 Pro 0813 (Non-reasoning) vs Gemma 4 26B A4B (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 Pro 0813 (Non-reasoning)Gemma 4 26B A4B (Reasoning)Difference
Intelligence (higher is better)20.416.7−18.1% Gemma 4 26B A4B (Reas… is 18.1% less intelligent
Total AA cost (lower is better)$450.76Not reported— not comparable
End-to-end time (lower is better)6.74s28.38s+321.1% Gemma 4 26B A4B (Reas… is 321.1% slower
Price per 1M tokens (in / out)$1.32 / $3.96$0.10 / $0.34
Input modalitiesTextText, Image, Video
Matchup

Compare something else

Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/deepseek-v4-pro-non-reasoning/gemma-4-26b-a4b · Markdown: /api/v1/compare/deepseek-v4-pro-non-reasoning/gemma-4-26b-a4b?format=md · llms.txt · agent skill