DeepSeek V3.1 (Non-reasoning) vs Gemma 3n E4B Instruct Preview (May '25)

DeepSeek V3.1 (Non-reasoning) vs Gemma 3n E4B Instruct Preview (May '25). 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 V3.1 (Non-reasoning)Gemma 3n E4B Instruct Preview (May '25)Difference
Intelligence (higher is better)13.75.8−57.7% Gemma 3n E4B Instruct… is 57.7% less intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)6.52sNot reported— not comparable
Price per 1M tokens (in / out)$0.56 / $1.68—
Input modalitiesTextText, Speech, Video
Matchup

Compare something else

Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/deepseek-v3-1/gemma-3n-e4b-preview-0520 · Markdown: /api/v1/compare/deepseek-v3-1/gemma-3n-e4b-preview-0520?format=md · llms.txt · agent skill