Kimi K2.5

About the Model

Kimi K2.5 by Moonshot AI is a 1-trillion parameter MoE model built for the "Agentic Era." It shifts from single-prompt interactions to a self-directed paradigm where it can decompose a project into parallel sub-tasks. It is uniquely trained on 15 trillion mixed visual and text tokens, making it the top choice for visual-to-code generation and complex UI automation.

Model Key Capabilities

• Agent Swarm Orchestration:

  Decomposes one goal into a coordinated team of sub-agents working in parallel.

  
  

• Coding with Vision:

  Generates functional React/Tailwind code directly from a UI screenshot or Figma link.

  
  

• Visual Web Navigation:

  Browses the live web visually, clicking buttons and filling forms like a human user.

  
  

• Multimodal Reasoning:

  Seamlessly integrates PDF analysis with real-time image search to solve data-heavy problems.

  
  

Applications & Use Cases

• Visual Asset Refinement:

  Autonomously finding, editing, and placing assets into a web layout.

  
  

• Complex Tool-Augmented Search:

  Managing 100+ steps across search and terminal tools to verify scientific data.

  
  

• Full-Stack Prototyping:

  Building functional web and mobile apps "from zero to one" including the backend logic.