GPT-5.1 Codex (High) vs Kimi K2.7 Code

GPT-5.1 Codex (High) vs Kimi K2.7 Code. 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-5.1 Codex (High)Kimi K2.7 CodeDifference
Intelligence (higher is better)23.725.8+8.9% Kimi K2.7 Code is 8.9% more intelligent
Total AA cost (lower is better)Not reported$992.88— not comparable
End-to-end time (lower is better)12.02s46.45s+286.4% Kimi K2.7 Code is 286.4% slower
Price per 1M tokens (in / out)$1.25 / $10.0$0.95 / $4.00
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-5-1-codex/kimi-k2-7-code · Markdown: /api/v1/compare/gpt-5-1-codex/kimi-k2-7-code?format=md · llms.txt · agent skill