kimi-k2-0711-preview is a preview flagship MoE model of K2 series from Moonshot AI. It has 1T total parameters and 32B activated parameters with a 128K context window. Natively optimized for autonomous Agent tasks, it delivers outstanding performance in coding and tool calling. With open weights, it is suitable for long-chain Agent workflows, software development and complex text processing.