Kimi

Kimi is a multimodal AI assistant from Moonshot AI that combines conversational chat with powerful, autonomous agent capabilities for large-scale automation. It runs as a progressive web app on desktop and is available as a mobile app on Android, offering a versatile platform for both casual use and complex workflows.

What Kimi does:

• •Agent Swarm Orchestrate up to 100 parallel sub-agents to handle up to 1,500 concurrent tool calls for massive research, analysis, or deployment projects without manual oversight.
• •Deep Research Mode Conducts thorough, multi-source investigations on complex topics, synthesizing information from documents, websites, and datasets into actionable summaries.
• •Design-to-Code Converts screenshots, mockups, or visual designs directly into production-ready front-end HTML, CSS, and JavaScript code, enabling visual prototyping.
• •OK Computer Runs Executes predefined, self-directed workflows where the AI autonomously completes a series of steps based on a single high-level goal you set.
• •Document & Spreadsheet Creation Generates office-style deliverables like presentations, reports, and data sheets from prompts or analyzed content, reducing app switching.
• •Kimi Code CLI Provides a terminal-based command-line interface for developer assistance, allowing code generation and task execution directly from your shell.
• •Browser Extension Integrates Kimi's analysis and chat capabilities directly into your web browser for quick research and content interaction on any page.
• •MCP Support Connects via Model Context Protocol to other tools and data sources, enabling Kimi agents to fetch information and act across your digital workspace.
• •256K Token Context Processes and analyzes extremely long documents, legal contracts, or research papers within a single, expansive 256,000-token context window.

Limitations:

• •Registration requires a Chinese phone number — signing up for Kimi's full-featured platform typically requires a Chinese mobile number for verification. International users can get access but the setup is clunky and not officially streamlined.
• •Rate limits are tight for new accounts — fresh accounts are subject to strict usage limits. Requesting an increase requires submitting a business case in Chinese, making it practically inaccessible for non-Chinese-speaking users who need higher volume quickly.
• •Agentic tasks often end with instructions instead of results — users report that when given multi-step tasks, Kimi frequently responds by telling you how to complete the task rather than completing it. This undermines its agentic value proposition for business automation.
• •Higher latency outside China — because Kimi is hosted on Chinese infrastructure, users in Europe and North America experience noticeably slower response times compared to US-hosted alternatives like Claude or ChatGPT.
• •Smaller ecosystem and thinner enterprise support — Kimi has a younger developer community, fewer third-party integrations, and less established enterprise tooling. For business-critical workflows, the support infrastructure is meaningfully thinner than OpenAI or Anthropic.

Pricing:

• •Moderato subscription $19/month: includes 20 Deep Research runs, 20 OK Computer runs, and 2,048 Kimi Code CLI requests per week.
• •API access is pay-as-you-go token consumption.
• •K2 0905 model API pricing starts at $0.40/1M input tokens and $2.00/1M output tokens.
• •Estimated monthly API usage tiers Light ($5-$30), Medium ($30-$150), Heavy ($150-$500), Enterprise (>$500 with custom pricing).