GPT-5.4 nano (Non-reasoning) vs Kimi K3.1 Pro

GPT-5.4 nano (Non-reasoning) vs Kimi K3.1 Pro. 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)Kimi K3.1 ProDifference
Intelligence (higher is better)11.755.1+370.9% Kimi K3.1 Pro is 4.7× more intelligent
Total AA cost (lower is better)Not reported$3,117.31— not comparable
End-to-end time (lower is better)3.54s42.64s+1104.5% Kimi K3.1 Pro is 1104.5% slower
Price per 1M tokens (in / out)$0.20 / $1.25$2.00 / $10.0
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-non-reasoning/kimi-k3-1-pro · Markdown: /api/v1/compare/gpt-5-4-nano-non-reasoning/kimi-k3-1-pro?format=md · llms.txt · agent skill