Kimi K3.1 Pro is an open-weight multimodal agentic model with 2.8T total and 104B activated parameters and a 1,048,576-token context. Its publisher reports gains in coding, 3D creation, financial research and factual accuracy, and says the API offers OpenAI- and Anthropic-compatible access.