DeepSeek R1 (Jan '25) vs Gemma 4 E4B (Non-reasoning)

DeepSeek R1 (Jan '25) vs Gemma 4 E4B (Non-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 R1 (Jan '25)Gemma 4 E4B (Non-reasoning)Difference
Intelligence (higher is better)11.47.5−34.2% Gemma 4 E4B (Non-reas… is 34.2% less intelligent
Total AA cost (lower is better)$460.74Not reported— not comparable
End-to-end time (lower is better)20.16s11.53s−42.8% Gemma 4 E4B (Non-reas… is 42.8% faster
Price per 1M tokens (in / out)$2.00 / $4.00$0.02 / $0.10
Input modalitiesTextText, Image, Speech, Video
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/deepseek-r1-0120/gemma-4-e4b-non-reasoning · Markdown: /api/v1/compare/deepseek-r1-0120/gemma-4-e4b-non-reasoning?format=md · llms.txt · agent skill