DeepSeek V4 Pro 0424 (Non-reasoning) vs Gemma 4 E4B (Reasoning)

DeepSeek V4 Pro 0424 (Non-reasoning) vs Gemma 4 E4B (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 0424 (Non-reasoning)Gemma 4 E4B (Reasoning)Difference
Intelligence (higher is better)20.88.9−57.2% Gemma 4 E4B (Reasonin… is 57.2% less intelligent
Total AA cost (lower is better)Not reported$14.68— not comparable
End-to-end time (lower is better)6.97s57.72s+728.1% Gemma 4 E4B (Reasonin… is 728.1% slower
Price per 1M tokens (in / out)$0.43 / $0.87$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-v4-pro-0424-non-reasoning/gemma-4-e4b · Markdown: /api/v1/compare/deepseek-v4-pro-0424-non-reasoning/gemma-4-e4b?format=md · llms.txt · agent skill