GPT-5.4 nano (Non-reasoning) vs Qwen3 Next 80B A3B Instruct

GPT-5.4 nano (Non-reasoning) vs Qwen3 Next 80B A3B Instruct. 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 (Non-reasoning)Qwen3 Next 80B A3B InstructDifference
Intelligence (higher is better)11.79.6−17.9% Qwen3 Next 80B A3B In… is 17.9% less intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)3.60s4.50s+25.0% Qwen3 Next 80B A3B In… is 25.0% slower
Price per 1M tokens (in / out)$0.20 / $1.25$0.10 / $1.10
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-nano-non-reasoning/qwen3-next-80b-a3b-instruct · Markdown: /api/v1/compare/gpt-5-4-nano-non-reasoning/qwen3-next-80b-a3b-instruct?format=md · llms.txt · agent skill