GPT-5.6 Luna (Xhigh) vs Qwen3.5 9B (Non-reasoning)

GPT-5.6 Luna (Xhigh) 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.

MetricGPT-5.6 Luna (Xhigh)Qwen3.5 9B (Non-reasoning)Difference
Intelligence (higher is better)34.613.3−61.6% Qwen3.5 9B (Non-reaso… is 61.6% less intelligent
Total AA cost (lower is better)$179.33Not reported— not comparable
End-to-end time (lower is better)45.86s7.41s−83.8% Qwen3.5 9B (Non-reaso… is 83.8% faster
Price per 1M tokens (in / out)$0.20 / $1.20$0.17 / $0.25
Input modalitiesText, ImageText, Image, Video
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/gpt-5-6-luna-xhigh/qwen3-5-9b-non-reasoning · Markdown: /api/v1/compare/gpt-5-6-luna-xhigh/qwen3-5-9b-non-reasoning?format=md · llms.txt · agent skill