Hello, Welcome to Kimi AI
Meet Kimi K2 & Kimi 2.5 your all-in-one AI assistant for research, writing, coding, and more, powered by a multimodal, long-context brain that understands complexity and delivers clarity.
Run OpenClaw for Free with Kimi K2.5: Introducing Kimi Claw
Kimi Claw is Moonshot AI’s browser based way to run OpenClaw as a 24/7 personal AI agent in the cloud without you setting up servers or keeping your computer online. It’s designed for long running workflows with persistent memory, scheduled automation, and a large ecosystem of ClawHub skills (5,000+ community skills), so the agent can do more than chat like research, summarize, analyze, and generate repeatable reports. Kimi also highlights 40GB of cloud storage for saving files and outputs, plus pro-grade search for pulling live information from the web.
Kimi K2.5 - Visual Agentic Intelligence with 100 Agent Swarm Power
Kimi K2.5 is the most advanced open-source AI model from Moonshot, combining native multimodal capabilities with a powerful self-directed agent swarm system. Built on top of Kimi K2 and trained with over 15 trillion visual and text tokens, it excels at vision-language understanding, complex coding tasks, and high-level orchestration of automated workflows.
For demanding tasks, Kimi K2.5 dynamically spawns up to 100 intelligent sub agents, capable of running 1,500+ tool calls in parallel, slashing execution time by up to 4.5× compared to traditional single agent models. No manual configuration is needed Kimi coordinates everything autonomously.
You can access Kimi K2.5 via Kimi.com, the Kimi App, API, or Kimi Code, with support for 4 intelligent modes: Instant, Thinking, Agent, and Agent Swarm (Beta) with free credits available to high tier users testing the swarm feature.
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Long context: works well with large documents and code
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Coding focused: helps build, fix, and explain code
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Agent workflows: supports multi-step tasks and planning
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Multimodal: can interpret visual inputs (like screenshots)
What is Kimi AI
Kimi AI is a next-generation AI assistant built on the Kimi K2 model, which leverages a Mixture-of-Experts (MoE) architecture. It’s developed by Moonshot AI, a research-focused AI company committed to creating intelligent, open-source systems. Kimi is optimized for:
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Research and summarization
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Coding and debugging
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Data analysis
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Multimodal input (text, images, code)
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Autonomous agentic reasoning
Available via web, mobile, API, and open-source deployment, Kimi AI makes high-end language intelligence accessible to developers, researchers, and everyday users alike.
Key Features
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128,000-token context windowAllows Kimi to handle extremely long documents, codebases, or conversations in a single session.
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Mixture-of-Experts Model:Kimi K2 uses 1 trillion total parameters (32 billion active at inference), balancing performance and efficiency.
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Agentic IntelligenceKimi AI can autonomously interact with tools, web search, and external data—ideal for complex workflows and reasoning tasks.
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Multimodal SupportAccepts text, code, and images, making it suitable for document processing, visual analysis, and code generation.
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PersonalizationLearns from user interaction to deliver context-aware and tailored responses.
Where Can You Use Kimi AI
You can use Kimi AI across several platforms and access methods, depending on your needs—whether you're a casual user, developer, or researcher. Here's a breakdown of where and how you can use Kimi AI:
How to Use Kimi AI (Kimi K2)
Kimi K2 is a powerful AI model that can be accessed and integrated through multiple methods, depending on your technical needs and use case. Here’s how you can start using it:
Key Module / Research of Kimi AI
Everything you need to leverage cutting-edge AI technology for knowledge, reasoning, and coding tasks.
Kimi K2
Flagship LLM with MoE and long-context support
Kimi-Researcher
Summarization and research assistant
Kimi-Dev
Code generation and developer tooling
Kimi-Audio
Speech and audio-related capabilities
Kimina-Prover (Preview)
Logic-based validation and reasoning
Kimi-VL
Multimodal image-text model
Muon
Optimizer for efficient large-scale LLM training
MoBA
Block attention architecture for long-context processing
Kimi k1.5
Predecessor model trained with reinforcement learning
Mooncake
Efficient LLM serving system architecture
Kimi AI Pricing
Kimi AI offers flexible pricing for individuals, teams, and developers. It’s free to use on web and mobile with basic features, while paid plans ($9.99–$49.99/month) unlock advanced tools and higher usage caps. Its API is affordably priced at $0.60 per 1M input tokens and $2.50 per 1M output tokens, with discounts for cached usage. All plans support long-context inputs up to 128,000 tokens.
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Free Tier: $0
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Individual Pro: $9.99–$19.99
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Professional: $29.99–$49.99
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Enterprise: Custom Pricing
Kimi AI K2
Kimi AI K2 is the flagship large language model developed by Moonshot AI, designed to push the boundaries of open agentic intelligence. Leveraging a mixture-of-experts (MoE) architecture and a context window of up to 128,000 tokens, Kimi K2 is optimized for tasks involving complex reasoning, tool use, long-form understanding, and code generation.
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Agentic CapabilitiesKimi K2 can autonomously decide which tools to use and how to apply them to achieve user-defined goals, making it ideal for automated workflows, research analysis, software development, and even multi-step planning tasks.
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Multimodal ReadyWhile current vision capabilities are limited, Kimi K2 is designed with future multimodal support in mind for integrating image, code, and document understanding.
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Two Model VariantsKimi-K2-Base: A foundational model optimized for fine-tuning and internal adaptation.Kimi-K2-Instruct: Tailored for interactive tasks like chat, agent-driven queries, and structured document reasoning.
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Efficient & Scalable:Powered by the MuonClip optimizer, Kimi K2 ensures training stability and superior token efficiency, outperforming previous models like DeepSeek and Claude on benchmarks for reasoning, STEM, and agentic coding.
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Tool Use & Reinforcement LearningTrained on large-scale simulated environments with reinforcement learning, Kimi K2 excels at combining logic, language, and action—enabling it to operate autonomously in terminal environments, code editors, and complex analytics pipelines.
Kimi AI for Docs: Create, Convert & Polish Documents Fast
Kimi for Docs helps you write, convert, review, and translate documents in minutes. Upload PDFs, Word files, slides, or spreadsheets to generate clean, well structured Word/PDF outputs with summaries, tables, and polished formatting ready to share or submit.
Kimi for Slides: Create Presentations Fast (Outline → Deck)
Helps you turn an idea into a clear, presentation ready deck in minutes. Start with a topic, notes, or pasted content and let Kimi generate a structured outline, slide titles, and concise bullets then refine and export a polished presentation faster with less manual formatting.
Kimi AI for Sheets: Build Formulas, Pivots & Dashboards Fast
Kimi for Sheets: Formulas, Tables, and Analysis helps you turn raw data into clear insights faster. Upload a spreadsheet or start from scratch to generate accurate formulas, build summary tables and pivots, clean and organize columns, and create chart ready analysis so you can track KPIs, spot trends, and make decisions with less manual work.
Kimi AI Website Builder: Plan, Write & Generate Pages in Minutes
Kimi AI Website Builder helps you create modern, responsive websites from a simple prompt. Describe your idea (or upload reference content) and Kimi generates a structured multi page layout with conversion ready copy, reusable sections, and clean, production friendly code so you can go from concept to a publishable site faster, with less manual design and development work.
Kimi Code - AI Coding Agent for Terminal & IDE Workflows
Kimi Code is Moonshot AI’s developer-focused AI coding agent built to help you write, refactor, debug, and understand code faster. It works in the terminal (Kimi Code CLI) and can be used inside IDEs like VS Code, so you can generate structured code, scan and navigate large codebases, and iterate on changes with an agent style workflow. Kimi Code is designed for real development tasks like fixing bugs, improving functions, updating multiple files, and refining output step-by-step so you can move from idea to production ready code with less manual effort.
Kimi AI vs Other AI Tools: Features, Use Cases & Best Alternatives
| Tool | Best for | What it’s strongest at | If you should pick it |
|---|---|---|---|
| Kimi AI | Websites + Docs/Slides/Sheets workflows | “Agent” style creation across content types | You want one workspace to draft sites + documents + decks + sheets quickly |
| ChatGPT (OpenAI) | General-purpose + file analysis | Upload/analyze files, data analysis workflows | You work with PDF/CSV/XLSX often and want a flexible assistant |
| Claude (Anthropic) | Long reasoning + writing/coding | “Extended thinking” modes for tougher tasks | You prioritize quality reasoning and writing polish |
| Gemini (Google) | Google Workspace | Built into Docs/Slides features like “Help me write,” slide creation | Your world is Google Docs/Sheets/Slides |
| Copilot (Microsoft) | Microsoft 365 (especially Excel) | Helps create/understand formulas + analyze data | You live in Excel/PowerPoint/Word daily |
| Perplexity (Perplexity AI) | Web research with citations | Real-time search + answers with citations | You need fast, sourced research |
| Grok (xAI) | Real-time trends + search | Markets real-time search + image generation | You care about live info/trends in one assistant |
| Meta AI (Meta) | Messaging assistant | Built into WhatsApp experiences for chat + image generation/editing | You want AI inside WhatsApp |
| Le Chat (Mistral AI) | Assistant + enterprise control | Positions around privacy/control + customizable assistant | You want more control/privacy options |
| Poe (Quora) | “All models in one app” | Access multiple top models + many bots | You like comparing models quickly |
| Jasper (Jasper) | Marketing workflows | “Agent workspace” built for marketing teams | You need brand/marketing pipelines (ads, emails, blogs) |
Frequently Asked Questions About Kimi K2
Have another question? Contact us through our official channels.
What is Kimi AI?
Kimi AI is an AI assistant by Moonshot AI that helps with chat, writing, coding, and structured outputs like docs, slides, and tables.
Is Kimi AI free to use?
Kimi often has free access with limits, and paid plans can unlock higher quotas and premium features.
What is Kimi K2.5?
Kimi K2.5 is a newer model line in Kimi that focuses on vision + coding and agent-style workflows.
What is Visual Agentic Intelligence?
It means Kimi can understand visuals (like screenshots) and act more like an agent by planning multi-step tasks and producing deliverables.
What are Kimi’s main modes?
Common modes include fast responses, deeper reasoning, and agent workflows that handle multi-step tasks.
What is Kimi Instant mode?
Instant mode is designed for quick answers, short drafts, and fast back-and-forth.
What is Kimi Thinking mode?
Thinking mode focuses on deeper reasoning for complex tasks, better structure, and fewer mistakes.
What is Kimi Agent mode?
Agent mode helps with multi-step work like research, planning, and generating structured outputs.
What is Kimi Agent Swarm?
Agent Swarm is a multi-agent workflow concept for big tasks, where subtasks can be handled in parallel.
Can Kimi AI understand images?
Yes, Kimi supports vision tasks like interpreting screenshots and helping with design-to-code workflows (availability depends on the mode/app version).
What is design-to-code in Kimi?
It’s when Kimi turns a UI screenshot or mockup into structured code and reusable components.
Can Kimi generate HTML and CSS?
Yes. You can ask for responsive HTML/CSS, and specify whether you want Tailwind, Bootstrap, or plain CSS.
Can Kimi generate React or Next.js code?
Yes. Tell Kimi your framework, component style, and file structure requirements.
Can Kimi help with debugging code?
Yes. Share the error, the expected behavior, and the relevant code snippet for best results.
Can Kimi write long articles (3000+ words)?
Yes. It can produce long-form articles with headings, sections, and FAQs when prompted clearly.
Can Kimi write SEO content?
Yes. Provide your target keyword, audience, outline, and required headings.
Can Kimi create FAQs automatically?
Yes. Ask for 20–50 FAQs with short answers, and optionally request FAQ schema.
Can Kimi generate JSON-LD FAQ schema?
Yes. You can request valid schema markup based on your Q&A list.
Can Kimi summarize long text?
Yes. Ask for a short summary, key takeaways, and action items.
Can Kimi rewrite text in different tones?
Yes. For example: Make it more premium, more friendly, or more concise.
Can Kimi help with emails and messages?
Yes. It can draft professional emails, short messages, and follow-ups.
Can Kimi help with social media captions?
Yes. It can generate captions for TikTok, Reels, Instagram, and YouTube Shorts.
Can Kimi do product descriptions?
Yes. Provide product features, target audience, and desired tone.
Can Kimi help with business plans?
Yes. It can create structured business plans, go-to-market strategies, and pitch outlines.
Can Kimi generate slide deck outlines?
Yes. Ask for the number of slides, audience, and key message.
Can Kimi help with spreadsheets and tables?
Yes. It can output tables for planning, comparisons, and tracking.
Can Kimi do research and comparisons?
Yes. Ask for a structured comparison table and a recommendation by user type.
Does Kimi provide citations?
It depends on the workflow/tooling. For important topics, ask it to list sources or provide links.
Is Kimi good for students?
It can help with explanations and study plans, but you should verify important facts.
Is Kimi good for marketers?
Yes. It can write landing pages, ads, hooks, and content plans.
Is Kimi good for developers?
Yes. It can assist with code generation, debugging, and UI component building.
Does Kimi support multiple languages?
Yes. You can request outputs in many languages, including Sinhala and Tamil.
Can Kimi translate content?
Yes. It can translate text and adapt tone for different audiences.
Can Kimi help create website sections?
Yes. It can write hero sections, feature grids, pricing, testimonials, and FAQs.
Can Kimi generate full website templates?
It can generate HTML/CSS/JS templates and component structures when asked.
Does Kimi have an API?
Kimi can be accessed via APIs through official or provider platforms, depending on availability.
Is Kimi API pricing included in membership?
Typically, app membership and API usage are billed separately always confirm on the billing page.
What affects Kimi API cost the most?
Mainly token usage, especially long outputs and large input context.
How can I reduce token usage?
Use shorter prompts, summarize history, cap output length, and avoid sending large repeated context.
Can Kimi store memory about me?
Some experiences may support saved context or preferences, but features vary don’t rely on it for sensitive data.
Can Kimi handle large documents?
It can handle longer inputs better than many assistants, but performance depends on the interface and limits.
Does Kimi work offline?
Usually no—most AI features require an internet connection.
Can I use Kimi on desktop?
Yes. Many users also use the Kimi web version for bigger tasks.
Does Kimi sync across devices?
If you use the same account, syncing is usually supported.
How do I get better answers from Kimi?
Be specific: define the goal, constraints, format, and length, then refine with small edits.
Why does Kimi sometimes rewrite everything?
Your prompt may be too broad. Use Only change this section to make edits precise.
Is Kimi safe for private data?
Avoid sharing highly sensitive data. Treat it like any cloud-based AI service.
Can Kimi generate code from Figma?
It can work from screenshots or exported assets; direct Figma-to-code depends on your workflow and inputs.
What is the best first prompt to try?
Create a landing page section with hero, features, pricing, and FAQ in a clean style.
How do I decide between Kimi and other AI tools?
Pick based on your workflow: Kimi for visual/agent outputs, general assistants for mixed tasks, and writing-focused tools for long-form documents.
What is Kimi K2?
Kimi K2 is a generation of Kimi’s core AI model focused on strong general reasoning and coding, used across Kimi’s products and integrations.
What is Kimi K2.5?
Kimi K2.5 is a newer version designed for Visual Agentic Intelligence stronger at understanding images/screenshots, generating code from designs, and running agent style workflows.
What’s the main difference between K2 and K2.5?
K2.5 puts more focus on vision + coding + agent execution, while K2 is more “general model” focused (depending on the exact release and interface).
Does Kimi K2.5 support image inputs?
Yes K2.5 is built for visual understanding (like UI screenshots) in supported modes and apps.
What is Design-to-Code in Kimi K2.5?
It’s a workflow where you upload a UI screenshot/mockup and K2.5 generates structured, responsive code and reusable components.
What is Agent Mode in Kimi K2.5?
Agent Mode helps K2.5 complete multi-step tasks—planning, generating structured outputs, and refining sections with targeted edits.
What is Agent Swarm (Beta) in Kimi K2.5?
Agent Swarm is a multi-agent workflow where K2.5 can split big tasks into subtasks for faster, parallel execution (availability depends on platform).
Is Kimi K2.5 better for coding than K2?
For many users, K2.5 is positioned to be better in visual coding and structured UI generation—especially when working from screenshots or designs.
Is Kimi K2.5 better for writing than K2?
K2.5 can be stronger for structured outputs and complex workflows, but writing quality depends on the prompt, mode, and constraints.
Do K2 and K2.5 have the same pricing?
Pricing can vary by plan, region, and whether you’re using the app membership or API. Always check the official pricing/billing pages.
Can I choose between K2 and K2.5 in the Kimi app?
In many interfaces, Kimi provides mode/model options (Instant/Thinking/Agent). The exact choices depend on your region and app version.
What’s the best way to test K2 vs K2.5?
Use the same prompt on both and compare:
- A coding task (debug + refactor)
- A long-form outline + article
- A screenshot-to-UI design-to-code request
What is Kimi AI?
Kimi AI is an advanced AI assistant developed by Moonshot AI, designed for high-performance reasoning, natural language processing, and multi-modal interactions. It offers features like long-context understanding, real-time answering, and agentic task execution, making it suitable for both casual users and enterprise applications.
What is an Example Use Case of Kimi AI?
One popular use case of Kimi AI is in academic research assistance. A user can upload entire PDFs or datasets, and Kimi will summarize key findings, generate citations, or even critique methodologies—greatly enhancing productivity for students and researchers.
What Makes Kimi AI Unique Compared to Other AI Assistants?
Kimi AI stands out with:
Ultra-Long Context Window (over 2 million tokens) for deep, coherent conversations and document understanding.
Agentic Automation Capabilities allowing Kimi to reason, plan, and execute multi-step tasks autonomously.
Privacy-focused Design with local data processing options.
Fluent Multimodal Understanding combining text, image, and code inputs for versatile use.
How is Kimi AI Used in Real-World Applications?
In real-world settings, Kimi AI powers:
Customer Service Agents that autonomously resolve support tickets.
Legal Tech Platforms that parse and interpret complex legal documents.
Finance and Investment Research where it scans and analyzes large market reports or earnings data.
Healthcare for summarizing clinical notes and patient histories with strict data handling protocols.
How Does Kimi AI Enable Agentic Automation?
Kimi AI is designed to function as an Open Agentic Intelligence (K2) system. It can:
- Autonomously break down tasks into subtasks.
- Invoke external tools or APIs to fetch or process data.
- Use memory to iterate on tasks until completion—just like a human agent.
Example: Instead of just generating an email, Kimi can draft, refine, attach relevant documents, and schedule it to be sent.
How Does Kimi AI Perform on Benchmarks?
Kimi AI ranks highly on several public NLP and reasoning benchmarks:
- MMLU, HumanEval, and GSM8K: Kimi K2 achieves top-tier results comparable to GPT-4 and Claude 3.
- Multimodal Benchmarks: It handles image-to-text reasoning on par with state-of-the-art multimodal models.
- Its code interpretation and document QA capabilities have received strong reviews from academic and developer communities.
What Are the Limitations of Kimi AI?
Despite its strengths, Kimi AI has a few known limitations:
- Limited Tool Integration in public versions compared to private enterprise access.
- Chinese-first Optimization (due to Moonshot’s roots), so certain Western datasets may perform better in other LLMs.
- Memory Persistence and long-term task chaining are still evolving.
- Limited English community documentation compared to tools like OpenAI or Anthropic.
What Are the Future Plans for Kimi AI?
Moonshot AI has ambitious goals for Kimi, including:
- Expanding Developer Access via a public API and agentic SDKs.
- Full Multilingual Support with enhanced cultural context awareness.
- Open Tool Plugin Ecosystem to allow third-party integrations.
- On-Device Kimi Models for privacy-focused edge applications.
- Further development of Kimi K2, a flagship Open Agentic Intelligence model designed for enterprise-grade autonomous AI.
Kimi K2 & Kimi 2.5 Is Here to Redefine Intelligence
Embrace the future of autonomous problem-solving with cutting-edge agentic AI.