DeepSeek Coder V2 Lite Instruct vs Qwen3.5 9B (Non-reasoning)

DeepSeek Coder V2 Lite Instruct vs Qwen3.5 9B (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 Coder V2 Lite InstructNot ranked · benchmark data missing
Intelligence
5.30
Total cost
-
AlibabaQwen3.5 9B (Non-reasoning)Not ranked · benchmark data missing
Intelligence
13.30
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.

MetricDeepSeek Coder V2 Lite InstructQwen3.5 9B (Non-reasoning)Difference
Intelligence (higher is better)5.313.3+150.9% Qwen3.5 9B (Non-reaso… is 2.5× more intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)Not reported7.16s— not comparable
Price per 1M tokens (in / out)—$0.17 / $0.25
Input modalitiesTextText, Image, Video
Open this matchup in the interactive pickerDeepSeek Coder V2 Lite Instruct: what beats itQwen3.5 9B (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-coder-v2-lite/qwen3-5-9b-non-reasoning · Markdown: /api/v1/compare/deepseek-coder-v2-lite/qwen3-5-9b-non-reasoning?format=md · llms.txt · agent skill