Kimi K2.5: AI That Sees, Codes, and Works Like an Expert
Discover Kimi K2.5, a powerful open-source multimodal model built for real-world work. It turns text and visuals into production-ready code, powers agent swarm workflows, and delivers expert-level results through a single unified model.
What powers Kimi K2.5?
Visual coding across text, image, and video
Built as a native multimodal model, Kimi K2.5 turns text, images, and video inputs into functional front-end code. The generated output closely matches visual designs, with pixel-level accuracy and support for rich interactions. From recreating complex page layouts to building full websites with animations, Kimi K2.5 supports complete visual-to-code workflows. Ideas move quickly from concept to deployable results.
Agent swarm for large-scale parallel tasks
Agent swarm introduces a new execution paradigm. Built on a multi-agent system, it turns a single AI into a coordinated team of specialists. Kimi K2.5 can self-direct up to 100 AI sub-agents working in parallel, each using tools independently to search, generate, analyze, and organize information. This dramatically speeds up long-horizon workflows, reducing execution time by up to 4.5× for large-scale research, long-form writing, and batch downloads.
Built for real-world work, not just demos
Powered by K2.5, Kimi's AI document agent creates Word files and LaTeX-enabled PDF files, converts content across formats, and adds inline comments. From reports and contracts to research documents, Kimi K2.5 keeps content structured and ready to move forward.
How to use Kimi K2.5?
Kimi K2.5 is available across Kimi Web, App, API, and Kimi Code. Kimi Web and App offer four modes: Instant for quick responses, Thinking for complex questions, Agent for research and content creation, and Agent Swarm (Beta) for large-scale tasks.
Describe your request
Select your mode (Instant, Thinking, Agent, or Agent Swarm) and tell Kimi what you need in natural language. You can type your instructions or upload files, images, and videos as reference.
Kimi gets to work
Kimi processes your request in real time. For chat modes, you'll see responses as they're generated. For Agent and Agent Swarm modes, Kimi researches, creates, and organizes content based on your goals.
Review your results
Chat modes deliver answers directly in the conversation. Agent modes provide a preview of your outputs (Docs, Slides, Sheets, Websites, Research Reports), so you can review, download, or share when ready.
Kimi Agent Swarm: Your AI team in action
Kimi Agent Swarm extends Kimi K2.5 from single-task execution to coordinated, multi-agent workflows. You collaborate with a team of AI specialists, each focused on a specific role. Together, they advance complex research, writing, and batch tasks more efficiently.
Questions & Answers
Kimi K2.5 is an open-source, multimodal AI model developed by Moonshot AI. It can understand and generate text, code, and visual content. Designed for real-world tasks, it supports coding, document processing, research, and complex workflows through chat and agent-based interactions.
Kimi K2.5 was officially released on January 27, 2026 by Moonshot AI. This release introduced Moonshot AI's most powerful open-source multimodal model, with major improvements in coding, visual understanding, and agent collaboration.
Yes. Kimi K2.5 is an open-source AI model, allowing developers and researchers to explore its architecture, build new solutions, and experiment openly. In addition to open access for research and development, Kimi K2.5 is also available through official products and services, including Kimi Web, Kimi App, the API, and the coding product Kimi Code.
Multimodal means Kimi K2.5 can understand and work with multiple types of input simultaneously. This enables users to turn visual designs or screenshots into working code, analyze documents with images, summarize content, and complete tasks that combine text and visuals seamlessly.
Yes, Kimi K2.5 is designed for a global audience. It supports multiple languages and can handle diverse tasks, making it an ideal AI model for international teams, creators, developers, and businesses seeking efficient AI solutions worldwide.
Kimi K2.5 was developed by Moonshot AI, a company focused on building advanced AI models that help people work faster, solve problems, and handle real-world tasks across many industries.
Kimi K2.5 offers free access with usage limits, making it easy for users to try the model. Paid plans are available for higher usage, advanced features, and more powerful agent-based workflows.
To use Kimi K2.5, you can access it through the Kimi website, mobile app, developer API, or coding product Kimi Code. This enables users to choose the option that fits their workflow best.
Yes. Kimi K2.5 supports chat-based workflows for daily tasks such as writing emails, planning projects, doing research, assisting with code, and working with documents (PDF, Word, Excel, PPT). It's suitable for both personal and professional needs.
The Kimi K2.5 Agent can be used to automate different personal and professional tasks. It can generate, convert, and analyze files (documents, slides, spreadsheets), create websites based on your ideas, and perform deep research for academic and personal use.
Powered by K2.5, Kimi Code lets users build websites, front-end designs, scripts, and app features quickly. It turns text instructions or visual layouts into working code, helping both beginners and developers bring projects to life faster with less effort.