MoonshotAI models on Tokenator
Every MoonshotAI model available through Tokenator: API ID, context window, usage multiplier and current availability. The key and the base URL stay the same for every model in the catalog — switching models takes one request parameter.
MoonshotAI: Kimi K2.7 Code is a coding-focused model in Moonshot AI's Kimi K2 family, built to complete end-to-end programming tasks reliably over long contexts.t
Kimi K2.8 Preview is a multimodal model by Moonshot AI designed for coding, complex reasoning, and autonomous agentic tasks. It supports a context window of up to 1 million tokens, image and video input, and long-running multi-step workflows with tool use. According to Moonshot AI, K2.8 Preview delivers performance close to the flagship Kimi K3 while using compute more efficiently.
Kimi K3 is a 2.8T parameter open-weight multimodal reasoning model from Moonshot AI. It is suited for complex coding, knowledge work, and long-horizon agentic workflows, and is particularly strong at navigating large repositories, using tools, debugging, and iterating against images, logs, tests, and runtime feedback. Its architecture uses KDA and Attention Residuals for computational efficiency.
Kimi K3.1 Pro is Moonshot AI's flagship open-weight multimodal reasoning model and a post-trained successor to Kimi K3, with a 1M-token context window. It is built for long-horizon coding, 3D creation, financial research, and end-to-end agentic knowledge work, with native image understanding.
4 MoonshotAI models in the catalog, 4 available right now, context up to 1.05M tokens, multiplier ×0.8–×1.4