Gemma 4 E4B (Reasoning) vs Qwen3 32B (Non-reasoning)

Gemma 4 E4B (Reasoning) vs Qwen3 32B (Non-reasoning). A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

GoogleGemma 4 E4B (Reasoning)On the open-weights frontier
Intelligence
8.90
Total cost
$14.7
AlibabaQwen3 32B (Non-reasoning)Not ranked · benchmark data missing
Intelligence
7.30
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.

MetricGemma 4 E4B (Reasoning)Qwen3 32B (Non-reasoning)Difference
Intelligence (higher is better)8.97.3−18.0% Qwen3 32B (Non-reason… is 18.0% less intelligent
Total AA cost (lower is better)$14.68Not reported— not comparable
End-to-end time (lower is better)57.72s9.67s−83.2% Qwen3 32B (Non-reason… is 83.2% faster
Price per 1M tokens (in / out)$0.02 / $0.10$0.15 / $0.60
Input modalitiesText, Image, Speech, VideoText
Open this matchup in the interactive pickerGemma 4 E4B (Reasoning): what beats itQwen3 32B (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/gemma-4-e4b/qwen3-32b-instruct · Markdown: /api/v1/compare/gemma-4-e4b/qwen3-32b-instruct?format=md · llms.txt · agent skill