GPT-5.4 nano (Non-reasoning) vs Qwen3 Coder Next

GPT-5.4 nano (Non-reasoning) vs Qwen3 Coder Next. 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 (Non-reasoning)Not ranked · benchmark data missing
Intelligence
11.70
Total cost
-
AlibabaQwen3 Coder NextOff the frontier
Intelligence
9.20
Total cost
$405
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 (Non-reasoning)Qwen3 Coder NextDifference
Intelligence (higher is better)11.79.2−21.4% Qwen3 Coder Next is 21.4% less intelligent
Total AA cost (lower is better)Not reported$405.10— not comparable
End-to-end time (lower is better)3.68s6.20s+68.5% Qwen3 Coder Next is 68.5% slower
Price per 1M tokens (in / out)$0.20 / $1.25$0.31 / $1.00
Input modalitiesText, ImageText
Open this matchup in the interactive pickerGPT-5.4 nano (Non-reasoning): what beats itQwen3 Coder Next: 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-non-reasoning/qwen3-coder-next · Markdown: /api/v1/compare/gpt-5-4-nano-non-reasoning/qwen3-coder-next?format=md · llms.txt · agent skill