DeepSeek V3.1 (Non-reasoning) vs Qwen3.5 9B (Reasoning)

DeepSeek V3.1 (Non-reasoning) vs Qwen3.5 9B (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.

MetricDeepSeek V3.1 (Non-reasoning)Qwen3.5 9B (Reasoning)Difference
Intelligence (higher is better)13.711.2−18.2% Qwen3.5 9B (Reasoning) is 18.2% less intelligent
Total AA cost (lower is better)Not reported$328.86— not comparable
End-to-end time (lower is better)6.51s43.21s+563.7% Qwen3.5 9B (Reasoning) is 563.7% slower
Price per 1M tokens (in / out)$0.56 / $1.68$0.14 / $0.20
Input modalitiesTextText, Image, Video
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/deepseek-v3-1/qwen3-5-9b · Markdown: /api/v1/compare/deepseek-v3-1/qwen3-5-9b?format=md · llms.txt · agent skill