Kimi

Kimi is a multimodal AI assistant and agent platform developed by Moonshot AI, accessible at kimi.com. It is designed for coding, deep research, and workflow automation. At its core is the K2.6 model, an open-weight large language model with a 256K-token context window that powers long-horizon swarm-based agents, a code-focused assistant, and a suite of built-in productivity tools for working with documents, spreadsheets, presentations, and web content.

• Agent Swarm Orchestration: Coordinates complex, multi-step workflows with numerous sub-agents that can monitor systems, iterate on code, and run operational tasks over long periods.
• Kimi Code Assistant: A specialized coding agent for IDE and terminal use, supporting multi-file edits, intelligent refactoring, and repository-scale reasoning.
• Productivity Tool Suite: Built-in applications for creating and editing documents, spreadsheets, slides, and websites, plus Kimi Claw agents for everyday automation.
• Open-Weight K2.6 Model: The underlying model is released as open-weight, enabling self-hosting and experimentation, while also offered via a token-priced API with cache-aware billing.
• 256K-Token Context Window: Handles extremely long documents, codebases, or research threads without losing context, ideal for deep analysis and continuous projects.
• Multimodal Input: Understands and generates responses based on text, images, and other media within a single assistant interface.

1. Sign Up and Select a Plan: Visit kimi.com, register for an account, and choose the free Adagio tier or a paid plan that fits your usage (Moderato, Allegretto, etc.).
2. Access the Appropriate Interface: For general chat, document creation, or agent orchestration, use the web app. For code-focused work, install the Kimi Code plugin for your IDE or terminal.
3. Define Your Task or Project: Start a new conversation, upload documents, or open a code repository. Describe the multi-step workflow if you intend to use swarm agents.
4. Configure Sub-Agents and Parameters: If using agent swarms, specify sub-agent roles, execution horizon, and monitoring rules. For coding, set the scope of files and refactoring goals.
5. Run and Monitor the Workflow: Execute the agent task. Monitor progress in real time through the dashboard, where you can pause, adjust, or review intermediate results.
6. Review, Refine, and Export: Examine the final output (modified code, generated documents, research summaries). Provide feedback or additional commands for iterative improvement, then download or share the results.

Kimi offers a freemium model with multiple subscription levels, each providing increasing amounts of agent and Kimi Code credits, agent multi-tasking, and access to research preview features. The free Adagio tier is suitable for casual exploration, while paid plans unlock higher concurrent tasks and deeper agent capabilities. Pricing tiers, as officially listed, are:

• Adagio (Free): $0 per month – basic long-context chat, light agent use, one concurrent task.
• Moderato: $19 per month – more agent credits, agent multi-tasking, Kimi Code access, and Slides visual mode.
• Allegretto: $39 per month – 2x agent credits, agent multi-tasking, 5x Kimi Code credits, Slides visual mode, and added research preview features.
• Allegro: $99 per month – 5x agent credits, agent multi-tasking, 15x Kimi Code credits, Slides visual mode, and added research preview features.
• Vivace: $199 per month – 10x agent credits, agent multi-tasking, 60x Kimi Code credits, Slides visual mode, and added research preview features.

Disclaimer: Pricing information may not be up to date. For the most accurate and current pricing details, refer to the official Kimi website.

• Web Application: Full-featured browser interface for chat, document editing, agent orchestration, and accessing the productivity suite.
• API Access: Token-priced API for the K2.6 model, allowing integration into custom applications and workflows with cache-aware billing.
• IDE & Terminal Plugins: Kimi Code is available as an extension for popular IDEs and command-line tools, enabling direct AI assistance within development environments.
• Open-Weight Model: The K2.6 model can be self-hosted via public weights for use in private infrastructure or fine-tuning.
• Mobile-Friendly Web: The platform is accessible through mobile browsers with a responsive design, though a dedicated native app has not been explicitly announced.

• Start with the free Adagio tier to explore basic long-context chat and light agents before committing to a paid plan, so you can gauge the learning curve.
• For complex coding tasks, break down objectives into small, clear steps and leverage the code agent’s repository-scale reasoning to improve accuracy.
• Set explicit completion criteria and monitoring alerts for swarm agents to avoid runaway task loops and unexpected credit consumption.
• Take advantage of the built-in productivity tools (Docs, Slides) to quickly prototype content, but always review AI-generated slides and documents for factual consistency.
• Use the open-weight K2.6 model for self-hosting experiments to better understand its behavior and fine-tune it for internal workflows without per-token costs.
• Before committing to an annual plan, verify the cancellation process and carefully review billing statements to prevent unexpected renewals, as some users have reported confusion.

• Software engineers and DevOps teams looking to automate large-scale refactoring, debugging, and CI monitoring with AI agents.
• Data scientists and ML engineers who need to generate analysis code and embed AI agents into data science pipelines for reproducible experiments.
• Product managers and no-code builders wanting to prototype AI-driven features, internal tools, or customer-facing applications without relying on developers.
• Researchers and analysts who regularly work with very long documents, need deep research assistance, and benefit from a persistent knowledge hub.
• Indie game developers and small studios aiming to automate build/QA workflows or test game logic with minimal manual intervention.
• Compliance officers and legal teams that want scheduled agents to track regulatory changes and vendor policy updates automatically.