GPT-5.4 (Non-reasoning) vs Kimi K2.6 (Reasoning)

GPT-5.4 (Non-reasoning) vs Kimi K2.6 (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 (Non-reasoning)Kimi K2.6 (Reasoning)Difference
Intelligence (higher is better)18.227.0+48.4% Kimi K2.6 (Reasoning) is 48.4% more intelligent
Total AA cost (lower is better)Not reported$1,528.20— not comparable
End-to-end time (lower is better)7.59s54.37s+616.3% Kimi K2.6 (Reasoning) is 616.3% slower
Price per 1M tokens (in / out)$2.50 / $15.0$0.95 / $4.00
Input modalitiesText, ImageText, Image, Video
Matchup

Compare something else

Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/gpt-5-4-non-reasoning/kimi-k2-6 · Markdown: /api/v1/compare/gpt-5-4-non-reasoning/kimi-k2-6?format=md · llms.txt · agent skill