DeepSeek V4.1 Flash (Non-reasoning) vs Qwen3.5 4B (Reasoning)
DeepSeek V4.1 Flash (Non-reasoning) vs Qwen3.5 4B (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.
| Metric | DeepSeek V4.1 Flash (Non-reasoning) | Qwen3.5 4B (Reasoning) | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 24.7 | 13.1 | −47.0% Qwen3.5 4B (Reasoning) is 47.0% less intelligent |
| Total AA cost (lower is better) | $238.91 | Not reported | — not comparable |
| End-to-end time (lower is better) | 2.82s | 138.89s | +4825.2% Qwen3.5 4B (Reasoning) is 4825.2% slower |
| Price per 1M tokens (in / out) | $0.30 / $1.20 | $0.03 / $0.15 | |
| Input modalities | Text, Image | Text, Image, Video |
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Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/deepseek-v4-1-flash-non-reasoning/qwen3-5-4b · Markdown: /api/v1/compare/deepseek-v4-1-flash-non-reasoning/qwen3-5-4b?format=md · llms.txt · agent skill