QwQ 32B-Preview vs DeepSeek V4.1 Flash (Max)

QwQ 32B-Preview vs DeepSeek V4.1 Flash (Max). A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

AlibabaQwQ 32B-PreviewNot ranked · benchmark data missing
Intelligence
7.60
Total cost
-
DeepSeekDeepSeek V4.1 Flash (Max)Off the frontier
Intelligence
39.50
Total cost
$672
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.

MetricQwQ 32B-PreviewDeepSeek V4.1 Flash (Max)Difference
Intelligence (higher is better)7.639.5+419.7% DeepSeek V4.1 Flash (… is 5.2× more intelligent
Total AA cost (lower is better)Not reported$671.96— not comparable
End-to-end time (lower is better)Not reported15.00s— not comparable
Price per 1M tokens (in / out)—$0.29 / $1.20
Input modalitiesTextText, Image
Open this matchup in the interactive pickerQwQ 32B-Preview: what beats itDeepSeek V4.1 Flash (Max): what beats it
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/QwQ-32B-Preview/deepseek-v4-1-flash · Markdown: /api/v1/compare/QwQ-32B-Preview/deepseek-v4-1-flash?format=md · llms.txt · agent skill