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

GPT-5.4 (Low) 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.

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 (Low)Qwen3.5 4B (Non-reasoning)Difference
Intelligence (higher is better)27.610.8−60.9% Qwen3.5 4B (Non-reaso… is 60.9% less intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)8.97s29.25s+226.1% Qwen3.5 4B (Non-reaso… is 226.1% slower
Price per 1M tokens (in / out)$2.50 / $15.0$0.03 / $0.15
Input modalitiesText, ImageText, Image, Video
Matchup

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