Gemini 3.1 Flash-Lite vs Qwen3.5 9B (Non-reasoning)

Gemini 3.1 Flash-Lite vs Qwen3.5 9B (Non-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.

MetricGemini 3.1 Flash-LiteQwen3.5 9B (Non-reasoning)Difference
Intelligence (higher is better)15.613.3−14.7% Qwen3.5 9B (Non-reaso… is 14.7% less intelligent
Total AA cost (lower is better)$155.87Not reported— not comparable
End-to-end time (lower is better)6.10s7.03s+15.2% Qwen3.5 9B (Non-reaso… is 15.2% slower
Price per 1M tokens (in / out)$0.25 / $1.50$0.17 / $0.25
Input modalitiesText, Image, Speech, VideoText, Image, Video
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/gemini-3-1-flash-lite-preview/qwen3-5-9b-non-reasoning · Markdown: /api/v1/compare/gemini-3-1-flash-lite-preview/qwen3-5-9b-non-reasoning?format=md · llms.txt · agent skill