DeepSeek V3 0324 vs Qwen3.5 4B (Non-reasoning)

DeepSeek V3 0324 vs Qwen3.5 4B (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 V3 0324On the open-weights frontier
Intelligence
9.70
Total cost
$19.4
AlibabaQwen3.5 4B (Non-reasoning)Not ranked · benchmark data missing
Intelligence
10.80
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 V3 0324Qwen3.5 4B (Non-reasoning)Difference
Intelligence (higher is better)9.710.8+11.3% Qwen3.5 4B (Non-reaso… is 11.3% more intelligent
Total AA cost (lower is better)$19.42Not reported— not comparable
End-to-end time (lower is better)4.44s27.63s+522.3% Qwen3.5 4B (Non-reaso… is 522.3% slower
Price per 1M tokens (in / out)$0.24 / $0.90$0.03 / $0.15
Input modalitiesTextText, Image, Video
Open this matchup in the interactive pickerDeepSeek V3 0324: what beats itQwen3.5 4B (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-v3-0324/qwen3-5-4b-non-reasoning · Markdown: /api/v1/compare/deepseek-v3-0324/qwen3-5-4b-non-reasoning?format=md · llms.txt · agent skill