Kimi K2.5: AI Agent Swarm

Why work with one AI when you can have a hundred? Kimi K2.5 uses an "Agent Swarm" to solve your problems 4.5x faster than anyone else.

Key Features

Kimi K2.5 Context Window

Industry-Leading 2M Context Window

Upload your entire company knowledge base or massive code repositories. Kimi K2.5 remembers and analyzes everything perfectly.

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Kimi K2.5 Agent Swarm

Intelligent Agent Swarm Technology

When you ask a complex question, Kimi spawns specialized agents to handle coding, design, and fact-checking all at once.

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Kimi K2.5 Visual Coding

Professional Visual Coding

Simply upload a screenshot of a website design, and Kimi K2.5 will turn it into working, production-ready code instantly.

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How to use Kimi K2.5?

1

Describe Your Project

Tell Kimi what you need—research, coding, or analysis tasks.

2

Upload Files

Add your documents or code—Kimi handles up to 2M tokens.

3

Let Agents Work

Multiple specialized agents process your request simultaneously.

Kimi K2.5 vs. The Competition

2026 Benchmarks

Gemini 3 Pro

Kimi K2.5

Context Window

2,000,000 Tokens

2,000,000 Tokens

Agent Swarm Speed

Sequential (1x)

Parallel (4.5x Faster)

Humanity's Last Exam

30%

50.2%

MMMU Pro (Vision)

72%

75%

Frequently Asked Questions

Agent Swarm is Moonshot AI's revolutionary parallel processing architecture that deploys multiple specialized AI agents simultaneously to tackle different aspects of complex tasks. Unlike traditional single-agent models, Kimi K2.5 can have coding agents, research agents, and analysis agents working in parallel, delivering comprehensive solutions 4.5x faster while maintaining exceptional quality and coherence.
Kimi K2.5 features an industry-leading 2 million token context window capable of processing approximately 1.5 million words in a single conversation. This massive capacity enables analysis of entire codebases, comprehensive research papers, lengthy legal documents, or complete book manuscripts while maintaining perfect recall and contextual understanding throughout the entire content.
Kimi K2.5 excels at software development with particular strength in front-end coding, UI/UX implementation, and converting design mockups into production-ready code. Its Agent Swarm technology allows simultaneous handling of HTML structure, CSS styling, JavaScript functionality, and backend integration, making it exceptionally efficient for full-stack development projects.
Kimi K2.5's remarkable speed comes from parallel processing architecture where specialized agents work simultaneously rather than sequentially. This parallel approach, combined with optimized inference engines, allows complex multi-step tasks to be completed in a fraction of the time required by traditional models, achieving 4.5x faster results without sacrificing accuracy.
Flowith orchestrates Kimi K2.5 through advanced agent management: The Swarm Coordinator optimally distributes tasks across parallel agents, The Context Manager leverages the 2M token window efficiently, The Code Synthesizer combines outputs from multiple coding agents, The Visual Coder translates designs to implementation, and the Project Navigator maintains coherence across massive codebases.

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Claim your daily credits and experience the power of Agent Swarm technology.

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