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

GPT-5.4 nano (Medium) 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 (Medium)Qwen3.8 27B (Xhigh)Difference
Intelligence (higher is better)20.033.7+68.5% Qwen3.8 27B (Xhigh) is 68.5% more intelligent
Total AA cost (lower is better)Not reported$1,336.09— not comparable
End-to-end time (lower is better)10.01s60.71s+506.5% Qwen3.8 27B (Xhigh) is 506.5% slower
Price per 1M tokens (in / out)$0.20 / $1.25$0.50 / $3.00
Input modalitiesText, ImageText, Image, Video
Matchup

Compare something else

Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/gpt-5-4-nano-medium/qwen3-8-27b · Markdown: /api/v1/compare/gpt-5-4-nano-medium/qwen3-8-27b?format=md · llms.txt · agent skill