Gemma 4 31B (Non-reasoning) vs Qwen3.6 Max Preview

Gemma 4 31B (Non-reasoning) vs Qwen3.6 Max Preview. A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

GoogleGemma 4 31B (Non-reasoning)Not ranked · benchmark data missing
Intelligence
13.90
Total cost
-
AlibabaQwen3.6 Max PreviewNot ranked · benchmark data missing
Intelligence
28.40
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 31B (Non-reasoning)Qwen3.6 Max PreviewDifference
Intelligence (higher is better)13.928.4+104.3% Qwen3.6 Max Preview is 2.0× more intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)10.57sNot reported— not comparable
Price per 1M tokens (in / out)$0.17 / $0.40—
Input modalitiesText, Image, VideoText
Open this matchup in the interactive pickerGemma 4 31B (Non-reasoning): what beats itQwen3.6 Max Preview: 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-4-31b-non-reasoning/qwen3-6-max · Markdown: /api/v1/compare/gemma-4-31b-non-reasoning/qwen3-6-max?format=md · llms.txt · agent skill