GPT-5.4 nano (Non-reasoning) vs Qwen3.8 27B (Xhigh)

GPT-5.4 nano (Non-reasoning) vs Qwen3.8 27B (Xhigh). 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-5.4 nano (Non-reasoning)Qwen3.8 27B (Xhigh)Difference
Intelligence (higher is better)11.733.7+188.0% Qwen3.8 27B (Xhigh) is 2.9× more intelligent
Total AA cost (lower is better)Not reported$1,458.94— not comparable
End-to-end time (lower is better)3.62s61.13s+1588.7% Qwen3.8 27B (Xhigh) is 1588.7% slower
Price per 1M tokens (in / out)$0.20 / $1.25$0.50 / $3.00
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-5-4-nano-non-reasoning/qwen3-8-27b · Markdown: /api/v1/compare/gpt-5-4-nano-non-reasoning/qwen3-8-27b?format=md · llms.txt · agent skill