Key Features

State-of-the-art coding and vision capabilities
Self-directed agent swarm paradigm
Parallel workflows with up to 1,500 tool calls
Reduces execution time by up to 4.5x
Excels in coding with vision
Improves image/video-to-code generation and visual debugging
Available via multiple platforms, including Kimi.com and Kimi App
Supports advanced office tasks, such as document creation and financial modeling

Kimi K2.5 excels in coding with vision, allowing it to turn simple conversations into complete front-end interfaces with interactive layouts and rich animations. It also improves image/video-to-code generation and visual debugging, making it easier for users to express intent visually. The model is available via Kimi.com, the Kimi App, API, and Kimi Code, with four modes: K2.5 Instant, K2.5 Thinking, K2.5 Agent, and K2.5 Agent Swarm (Beta), offering a range of options for users to interact with the model.


Kimi K2.5 brings agentic intelligence into real-world knowledge work, enabling it to handle high-density, large-scale office work end-to-end. It reasons over large inputs, coordinates multi-step tool use, and delivers expert-level outputs, including documents, spreadsheets, and slide decks, directly through conversation. The model supports advanced tasks, such as adding annotations and constructing financial models, and scales to long-form outputs, making it a powerful tool for real-world professional tasks, with tasks that once took hours or days now completing in minutes.

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