K3.1 Pro
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- Hands-on test compares Codex, ZCode and KimiCode computer control
An unnamed Juejin AI author tested Codex with GPT-6.1 Sol, ZCode with 5.3 Flash, and KimiCode with K3.1 Pro on a workflow that uploaded reference images, submitted Tripo3D jobs, downloaded files, and archived them. KimiCode completed the workflow in about 20 minutes at an estimated API-equivalent cost of ¥56.20, while ZCode took about two hours at an estimated ¥7.05; Codex finished in 18 minutes 59 seconds at an estimated ¥10.63 but could not complete the download because its computer-control tool repeatedly stopped when it could not reliably identify the browser URL.
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