GPT-5.4 (Xhigh) vs Qwen3.7 Max

GPT-5.4 (Xhigh) vs Qwen3.7 Max. A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

OpenAIGPT-5.4 (Xhigh)Not ranked · benchmark data missing
Intelligence
39.00
Total cost
-
AlibabaQwen3.7 MaxOff the frontier
Intelligence
29.50
Total cost
$2277
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)Qwen3.7 MaxDifference
Intelligence (higher is better)39.029.5−24.4% Qwen3.7 Max is 24.4% less intelligent
Total AA cost (lower is better)Not reported$2,277.12— not comparable
End-to-end time (lower is better)131.01s16.61s−87.3% Qwen3.7 Max is 87.3% faster
Price per 1M tokens (in / out)$2.50 / $15.0$2.50 / $7.50
Input modalitiesText, ImageText
Open this matchup in the interactive pickerGPT-5.4 (Xhigh): what beats itQwen3.7 Max: what beats it
Matchup

Compare something else

Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/gpt-5-4/qwen3-7-max · Markdown: /api/v1/compare/gpt-5-4/qwen3-7-max?format=md · llms.txt · agent skill