DeepSeek V4 Pro 0424 (Max) vs Gemma 4 E2B (Non-reasoning)

DeepSeek V4 Pro 0424 (Max) vs Gemma 4 E2B (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 0424 (Max)Off the frontier
Intelligence
30.40
Total cost
$277
GoogleGemma 4 E2B (Non-reasoning)Not ranked · benchmark data missing
Intelligence
6.50
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 0424 (Max)Gemma 4 E2B (Non-reasoning)Difference
Intelligence (higher is better)30.46.5−78.6% Gemma 4 E2B (Non-reas… is 78.6% less intelligent
Total AA cost (lower is better)$277.30Not reported— not comparable
End-to-end time (lower is better)48.90sNot reported— not comparable
Price per 1M tokens (in / out)$0.43 / $0.87—
Input modalitiesTextText, Image, Speech, Video
Open this matchup in the interactive pickerDeepSeek V4 Pro 0424 (Max): what beats itGemma 4 E2B (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-0424/gemma-4-e2b-non-reasoning · Markdown: /api/v1/compare/deepseek-v4-pro-0424/gemma-4-e2b-non-reasoning?format=md · llms.txt · agent skill