GPT-5.4 (Xhigh) vs Qwen3.5 4B (Non-reasoning)

GPT-5.4 (Xhigh) vs Qwen3.5 4B (Non-reasoning). 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
-
AlibabaQwen3.5 4B (Non-reasoning)Not ranked · benchmark data missing
Intelligence
10.80
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 (Xhigh)Qwen3.5 4B (Non-reasoning)Difference
Intelligence (higher is better)39.010.8−72.3% Qwen3.5 4B (Non-reaso… is 72.3% less intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)152.13s35.92s−76.4% Qwen3.5 4B (Non-reaso… is 76.4% faster
Price per 1M tokens (in / out)$2.50 / $15.0$0.03 / $0.15
Input modalitiesText, ImageText, Image, Video
Open this matchup in the interactive pickerGPT-5.4 (Xhigh): what beats itQwen3.5 4B (Non-reasoning): 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/qwen3-5-4b-non-reasoning · Markdown: /api/v1/compare/gpt-5-4/qwen3-5-4b-non-reasoning?format=md · llms.txt · agent skill