Gemma 4 26B A4B (Non-reasoning) vs Qwen3 32B (Reasoning)

Gemma 4 26B A4B (Non-reasoning) vs Qwen3 32B (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.

MetricGemma 4 26B A4B (Non-reasoning)Qwen3 32B (Reasoning)Difference
Intelligence (higher is better)13.17.2−45.0% Qwen3 32B (Reasoning) is 45.0% less intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)5.51s86.55s+1470.8% Qwen3 32B (Reasoning) is 1470.8% slower
Price per 1M tokens (in / out)$0.12 / $0.40$0.24 / $0.54
Input modalitiesText, Image, VideoText
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/gemma-4-26b-a4b-non-reasoning/qwen3-32b-instruct-reasoning · Markdown: /api/v1/compare/gemma-4-26b-a4b-non-reasoning/qwen3-32b-instruct-reasoning?format=md · llms.txt · agent skill