GPT-5.4 nano (Xhigh) vs Qwen3.5 397B A17B (Non-reasoning)

GPT-5.4 nano (Xhigh) vs Qwen3.5 397B A17B (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 nano (Xhigh)Qwen3.5 397B A17B (Non-reasoning)Difference
Intelligence (higher is better)20.721.4+3.4% Qwen3.5 397B A17B (No… is 3.4% more intelligent
Total AA cost (lower is better)$331.24Not reported— not comparable
End-to-end time (lower is better)81.41s10.71s−86.8% Qwen3.5 397B A17B (No… is 86.8% faster
Price per 1M tokens (in / out)$0.20 / $1.25$0.60 / $3.60
Input modalitiesText, ImageText, Image
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/qwen3-5-397b-a17b-non-reasoning · Markdown: /api/v1/compare/gpt-5-4-nano/qwen3-5-397b-a17b-non-reasoning?format=md · llms.txt · agent skill