Moonshot AI is gearing up to unveil its Kimi K3.1 model, a cutting-edge innovation that will provide users with three distinct reasoning intensity levels: low, high, and maximum. The much-anticipated release is scheduled for October 2026. Insights into its configurations suggest that the Kimi K3.1 model is poised to support an unprecedentedly long context, accommodating up to 1 million Tokens. Moreover, it will incorporate an Agent intelligence mode, Swarm multi-agent collaboration capabilities, and offer support for various task modes, including search and batch processing.

Prior to this, Moonshot AI had already made waves in the industry with the public release of its flagship model, Kimi K3, in July 2026. This model stands out with its remarkable 2.8 trillion parameters, native visual capabilities, and a context window that also extends to 1 million Tokens, all built upon multiple self-developed architectures.