Kimi

Kimi

Moonshot AI's long-context chatbot.

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About Kimi

Most people who try Kimi are coming from ChatGPT, and the difference shows up fast. ChatGPT is still a chat window first, with tools bolted on around it. Kimi, built by Beijing-based Moonshot AI, puts agents at the front. The input box literally says "Ask anything, or task an agent", and the product is organized around dedicated agents for slides, docs, spreadsheets, deep research, design and app building rather than one general assistant you have to coax into each job.

That structure is the real pitch. Kimi Sheets claims to produce actual Excel files with formulas, pivot tables and charts, not a pasted table you'll rebuild by hand. The Docs agent handles Word and PDF files and is aimed at long reports and contract review. Deep Research returns reports with charts and traceable citations in multiple output formats. The app builder lets you describe an idea, upload images or video, and publish a site in minutes without code. On top of that sits Agent Swarm, which splits complex, long-running tasks across multiple agents working in parallel. It's a more opinionated setup than ChatGPT's, and if your work maps to those output types, it's a shorter path to a finished file.

Under the hood, Kimi runs Moonshot's own model family: the new Kimi K3, plus K2.7 Code, K2.6 and K2.5, with an API and a separate Kimi Code product for developers. It's listed as free, with Kimi Enterprise and a finance-industry offering for teams. The catch is that the public pages are heavy on feature names and light on specifics. You won't find usage limits, file size caps or integration details on the features page, and some teams will want to think about data handling with a China-based provider. Treat it as a strong free option to test against your current assistant, not a drop-in you can evaluate from the marketing site alone.

Key features

Agent-first workspace

Instead of one general chat, Kimi offers dedicated agents for Slides, Docs, Sheets, Deep Research, Design and app building, each tuned to produce a specific kind of output.

Kimi Sheets (AI Excel agent)

You describe a report or financial model and it generates real Excel spreadsheets that include formulas, pivot tables and charts.

Deep Research agent

You type a question and get back an in-depth report with charts and traceable citations, exportable in multiple formats.

No-code app and website builder

You can describe what you want, upload images or video, and publish a working app or website in minutes without writing code.

Agent Swarm

For complex, multi-step and long-running tasks, Kimi coordinates several AI agents that split the work, run in parallel and keep adjusting as they go.

Docs and Design agents

The Docs agent generates, converts and reviews Word and PDF files for long reports and contract review, while Design lets you annotate on a canvas, have the AI revise, add watermarks and roll back versions.

Best for

  • people who want finished files, not chat replies
  • analysts building Excel reports and financial models
  • researchers who need cited, chart-heavy reports
  • founders mocking up an MVP site or landing page
  • developers exploring Moonshot's K-series models via API

Skip if

  • teams with strict data residency rules that can't use a China-based provider like Moonshot AI
  • buyers who need documented usage limits and integration lists before signing up, since the public pages don't spell them out
  • anyone who mainly wants plain conversational chat and doesn't need slides, sheets or docs output

Pros & cons

Pros

  • Sheets output is real Excel with formulas, pivot tables and charts, which saves you the rebuild step most chatbots leave you with
  • Deep Research includes traceable citations, so you can check sources instead of trusting a summary
  • Agent Swarm runs multiple agents in parallel on long tasks, a feature most mainstream assistants don't expose directly
  • It's listed as free, so testing the full agent lineup costs you nothing
  • Broad product range: browser extension, Office extension, Kimi Code and an API alongside the main app

Cons

  • Public documentation is thin. The features page lists capabilities but gives no usage caps, file size limits or rate limits
  • Integrations beyond the browser and Office extensions aren't described, so it's unclear how it connects to tools like Google Workspace or Slack
  • Moonshot AI is a Beijing company, which may rule it out for regulated teams or anyone with strict data handling policies
  • Model claims for K3 point to research pages, but the main site doesn't give benchmark numbers you can compare at a glance

Frequently asked questions

Is Kimi free to use?

Yes, Kimi is listed as free. Moonshot AI also offers Kimi Enterprise, a finance-industry solution and separate API pricing for teams and developers.

How is Kimi different from ChatGPT?

ChatGPT centers on a single chat assistant, while Kimi splits work across dedicated agents for Slides, Docs, Sheets, Deep Research, Design and app building. It also offers Agent Swarm, which runs multiple agents in parallel on long tasks.

Which models does Kimi use?

Kimi runs Moonshot AI's own models, including the new Kimi K3, Kimi K2.7 Code, K2.6 and K2.5. They're also available through the Kimi API.

Can Kimi actually build Excel files?

Kimi Sheets generates real Excel spreadsheets with formulas, pivot tables and charts. That's a step beyond assistants like Claude or ChatGPT that often return tables you'll need to rebuild.

Does Kimi have tools for developers?

Yes. There's Kimi Code with its own docs and getting-started guide, the K2.7 Code model, and an API through the Kimi Open Platform.

How Kimi compares

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