Kimi K3.1 Pro Online Opens Browser Access to a One-Million-Token Kimi K3.1 Workspace
Kimi K3.1 Pro Online, an independent web service, now lets writers, researchers and developers work with the Kimi K3.1 model directly in the browser, with very long context, multimodal input and free starter credits.
- (1888PressRelease) October 30, 2026 - Kimi K3.1 Pro Online has launched a browser-based workspace built around the Kimi K3.1 large language model. The service is aimed at people who regularly deal with large amounts of text, such as analysts reviewing reports, students working through long reading lists, and engineers who need to reason about an entire code repository at once.
The main difference from a typical chat tool is context size. A single conversation can hold up to roughly one million tokens, so users can paste or upload several long documents together and then ask questions that span all of them. That makes tasks such as comparing contract versions, summarising a batch of research papers or tracing a bug across many source files practical without splitting the material into small pieces.
Beyond text, the workspace accepts images and short video clips for analysis, and it offers step-by-step reasoning for math, planning and programming questions. Answers can be refined in follow-up turns, and the conversation history stays available so a project can be picked up later.
Nothing needs to be installed. New visitors receive free credits to try the model, and continued use is billed per message rather than through a fixed monthly subscription, which suits people whose workload varies from week to week.
The team says upcoming work will focus on faster responses for very long inputs and better handling of tables and charts inside uploaded files.
More information and the free trial are available at https://kimi-k31.com/.
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