GPT-5.4 (Xhigh) vs Qwen3.5 27B (Non-reasoning)

GPT-5.4 (Xhigh) vs Qwen3.5 27B (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-5.4 (Xhigh)Qwen3.5 27B (Non-reasoning)Difference
Intelligence (higher is better)39.019.4−50.3% Qwen3.5 27B (Non-reas… is 50.3% less intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)159.65s11.83s−92.6% Qwen3.5 27B (Non-reas… is 92.6% faster
Price per 1M tokens (in / out)$2.50 / $15.0$0.30 / $2.40
Input modalitiesText, ImageText, Image
Matchup

Compare something else

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