Kimi is the AI assistant made by Moonshot AI, a company founded in Beijing. Its pitch is that one box does two jobs: ordinary chat, and agent work — an agent is AI that takes actions on its own rather than only answering — where Kimi plans a task and delivers a finished file, such as a slide deck, a document, a spreadsheet or a research report.
Its home turf is volume. Moonshot's help centre says you can attach PDFs, Word, Excel and PowerPoint files, images, text and video, many at once in one conversation, and it has a mode called Agent Swarm that splits a big search or batch job across many helpers at once.
Above the box you choose a model (the AI "brain" that does the actual thinking). Moonshot's help centre describes K2.6 as the fast one for quick questions, which answers in text only, and K3 as the most capable, the one that can produce editable .pptx, .docx, .xlsx and .pdf files from start to finish. Since then Moonshot has added a newer model, K3.1 Pro, to Kimi on the web, and free accounts get limited use of it. You also set how hard it thinks: higher settings reason more thoroughly and take longer.
Moonshot publishes the K3 model files themselves on Hugging Face under its own "Kimi K3 License", so other companies can run the same model. At 2.8 trillion parameters it is built for data-centre hardware, not a home computer. Programmers can also reach Kimi's models through a separate pay-as-you-go service at platform.kimi.ai, which has no subscription — current rates are on the Quick facts panel beside this page.