DeepSeek V4.1 Flash (Non-reasoning) vs Qwen3.7 Max
Which is better for the money: DeepSeek V4.1 Flash (Non-reasoning) by DeepSeek or Qwen3.7 Max by Alibaba? Intelligence, total benchmark cost, and end-to-end time from Artificial Analysis & other sources, snapshot 2026-10-25.
Trade-off
Verdict
Depends on your budget
Qwen3.7 Max scores 4.8 points higher (29.5 vs 24.7) but costs 9.5× as much to run the benchmark ($2277 vs $239; flagship vs mid-range cost classes). They are not alternatives at one budget: pick Qwen3.7 Max when you need intelligence above 24.7, and DeepSeek V4.1 Flash (Non-reasoning) when 24.7 is enough.
| Metric | DeepSeek V4.1 Flash (Non-reasoning) | Qwen3.7 Max | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 24.7 | 29.5 | +19.4% Qwen3.7 Max is 19.4% more intelligent |
| Total AA cost (lower is better) | $238.91 | $2,277.12 | +853.1% Qwen3.7 Max is 9.5× more expensive |
| End-to-end time (lower is better) | 2.74s | 16.62s | +506.6% Qwen3.7 Max is 506.6% slower |
| Price per 1M tokens (in / out) | $0.30 / $1.20 | $2.50 / $7.50 | |
| Input modalities | Text, Image | Text |
Qwen3.7 Max vs DeepSeek V4.1 Flash (Non-reasoning): 19.4% more intelligence, 853.1% more cost to run the AA benchmark, and 506.6% slower end-to-end.
Today's Pareto frontier
Against the frontier
- DeepSeek V4.1 Flash (Non-reasoning) is off the frontier: at the same or lower cost, MiMo-V2.6-Pro scores 46.30 for $207.
- Qwen3.7 Max is off the frontier: at the same or lower cost, Claude Opus 5.5 (High, Default Fallback) scores 53.60 for $2172.
DeepSeek V4.1 Flash (Non-reasoning)Qwen3.7 MaxToday's Pareto frontierOpen-weights frontierEvery other model
Matchup
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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/qwen3-7-max · Markdown: /api/v1/compare/deepseek-v4-1-flash-non-reasoning/qwen3-7-max?format=md · llms.txt · agent skill