GPT-5.4 nano (Xhigh) vs Qwen2.5 Instruct 72B

GPT-5.4 nano (Xhigh) vs Qwen2.5 Instruct 72B. 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 nano (Xhigh)Off the frontier
Intelligence
20.70
Total cost
$331
AlibabaQwen2.5 Instruct 72BNot ranked · benchmark data missing
Intelligence
7.70
Total cost
-
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 (Xhigh)Qwen2.5 Instruct 72BDifference
Intelligence (higher is better)20.77.7−62.8% Qwen2.5 Instruct 72B is 62.8% less intelligent
Total AA cost (lower is better)$331.24Not reported— not comparable
End-to-end time (lower is better)93.46s23.93s−74.4% Qwen2.5 Instruct 72B is 74.4% faster
Price per 1M tokens (in / out)$0.20 / $1.25$0.47 / $0.49
Input modalitiesText, ImageText
Open this matchup in the interactive pickerGPT-5.4 nano (Xhigh): what beats itQwen2.5 Instruct 72B: what beats it
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/qwen2-5-72b-instruct · Markdown: /api/v1/compare/gpt-5-4-nano/qwen2-5-72b-instruct?format=md · llms.txt · agent skill