Moonshot plans to launch Kimi K3.1 in October 2026, featuring three reasoning intensity levels: Low, High, and Max. Leaked configurations suggest support for extended context up to 1 million tokens, Agent mode, and Swarm multi-agent collaboration. Building on the flagship K3 model with 2.8 trillion parameters, K3.1 aims to enhance agent collaboration and task scheduling capabilities, though official metrics remain unconfirmed pending release.





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