DeepSeek V4 Flash Vision (Max) vs Qwen3.5 4B (Non-reasoning)

DeepSeek V4 Flash Vision (Max) 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 V4 Flash Vision (Max)Off the frontier
Intelligence
34.80
Total cost
$1081
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 V4 Flash Vision (Max)Qwen3.5 4B (Non-reasoning)Difference
Intelligence (higher is better)34.810.8−69.0% Qwen3.5 4B (Non-reaso… is 69.0% less intelligent
Total AA cost (lower is better)$1,081.42Not reported— not comparable
End-to-end time (lower is better)15.46s30.42s+96.8% Qwen3.5 4B (Non-reaso… is 96.8% slower
Price per 1M tokens (in / out)$0.44 / $1.32$0.03 / $0.15
Input modalitiesText, ImageText, Image, Video
Open this matchup in the interactive pickerDeepSeek V4 Flash Vision (Max): 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-v4-flash-vision/qwen3-5-4b-non-reasoning · Markdown: /api/v1/compare/deepseek-v4-flash-vision/qwen3-5-4b-non-reasoning?format=md · llms.txt · agent skill