Moonshot ai's kimi K3.1 set for october launch with advanced features

Moonshot AI is reportedly preparing to launch Kimi K3.1 as early as October 2026, according to internal code and configuration files. The model is expected to offer three reasoning intensity levels: Low, High, and Max. Leaker @MaxForAI shared details on September 23, revealing identifiers like 'k3d1-agent' and configuration switches that suggest the model will support an ultra-long context of up to 1 million tokens, native Agent mode, and Swarm multi-Agent collaboration. These features indicate a shift from a single model to a team of models capable of collaboration and external tool integration. Kimi K3, the current flagship, was released in July 2026 with 2.8 trillion parameters, visual capabilities, and a 1 million token context window. If K3.1 is confirmed, it would represent a significant evolution, allowing users to choose different reasoning levels based on task importance. While the October release date remains speculative, the inclusion of advanced configurations suggests Moonshot AI is positioning itself for a new phase in large model competition, focusing on independent functionality rather than just conversational performance.