Gemini 2.5 Flash-Lite (Non-reasoning) vs Qwen3.5 4B (Reasoning)

Gemini 2.5 Flash-Lite (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.

GoogleGemini 2.5 Flash-Lite (Non-reasoning)Not ranked · benchmark data missing
Intelligence
6.70
Total cost
-
AlibabaQwen3.5 4B (Reasoning)Not ranked · benchmark data missing
Intelligence
13.10
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.

MetricGemini 2.5 Flash-Lite (Non-reasoning)Qwen3.5 4B (Reasoning)Difference
Intelligence (higher is better)6.713.1+95.5% Qwen3.5 4B (Reasoning) is 95.5% more intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)2.08s133.39s+6313.0% Qwen3.5 4B (Reasoning) is 6313.0% slower
Price per 1M tokens (in / out)$0.10 / $0.40$0.03 / $0.15
Input modalitiesText, Image, Speech, VideoText, Image, Video
Open this matchup in the interactive pickerGemini 2.5 Flash-Lite (Non-reasoning): what beats itQwen3.5 4B (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/gemini-2-5-flash-lite/qwen3-5-4b · Markdown: /api/v1/compare/gemini-2-5-flash-lite/qwen3-5-4b?format=md · llms.txt · agent skill