GPT-5.4 mini (Medium) vs Qwen2.5 Coder Instruct 32B

GPT-5.4 mini (Medium) vs Qwen2.5 Coder Instruct 32B. 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 mini (Medium)Qwen2.5 Coder Instruct 32BDifference
Intelligence (higher is better)19.76.7−66.0% Qwen2.5 Coder Instruc… is 66.0% less intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)6.29sNot reported— not comparable
Price per 1M tokens (in / out)$0.75 / $4.50—
Input modalitiesText, ImageText
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/gpt-5-4-mini-medium/qwen2-5-coder-32b-instruct · Markdown: /api/v1/compare/gpt-5-4-mini-medium/qwen2-5-coder-32b-instruct?format=md · llms.txt · agent skill