Kimi K3.1 Pro — coding, long documents and careful reasoning

Moonshot AI's upgraded Kimi flagship: a million-token context, image input and built-in reasoning for big codebases, long reports and financial models, with no Moonshot account.

Start your first Kimi K3.1 Pro chat — free

Included with every account and refills every 5 hours. No card required.

Why generate it here instead of going direct?

You could go straight to Moonshot AI. Then you'd need a second subscription for Kimi K3, a third for GPT-6 Astra, and a fourth for image and video generation.

Most real projects use more than one model — you draft on something fast and cheap, then finish on something expensive. Plurel puts eight video models and four image models on a single balance, so you switch models instead of switching accounts.

  • One balance, every model.
  • No subscription required. Credits don't expire.
  • Nothing to install. No API keys, no waitlist.
  • Everything else included — images, upscaling, background removal, headshots and PDFs draw on the same credits.

What is Kimi K3.1 Pro?

Kimi K3.1 Pro is Moonshot AI's upgraded flagship chat model, released in October 2026 as a post-trained improvement on Kimi K3. It is built for long, careful work: large codebases, front-end pages and 3D scenes, financial models and research. It reads text and images in a context window of about 1 million tokens, reasons before it answers, and can return structured JSON. Moonshot reports that it makes far fewer unsupported claims than Kimi K3, with a claim-level hallucination rate of 8.3% against 23.4% on its own hard benchmark. On Plurel you can chat with Kimi K3.1 Pro instantly with no API key or separate subscription.

What Kimi K3.1 Pro Can Create

Coding from quick fixes to full projects

Moonshot reports 61.2% on its long-horizon coding benchmark, up from 55.95% for Kimi K3, for work that spans a whole repository.

3D creation and parametric modelling

Writes the code for 3D scenes, CAD-style parametric models and interactive front-end pages, not just snippets.

Financial modelling and research

Moonshot reports gains of 7.2 points on financial modelling and 11.6 on financial research over Kimi K3.

Fewer factual errors

Moonshot reports a claim-level hallucination rate of 8.3% on its hard benchmark, against 23.4% for Kimi K3.

A million tokens of context

Keep a large codebase, a long contract or a research pile in view for the whole conversation.

Kimi K3.1 Pro Key Features

About 1,000,000-token context

Roughly 750,000 words of input: long documents, long conversations, whole projects.

Reasoning built in

It thinks through a problem before it answers, which suits code, maths and multi-step analysis.

Reads text and images

Moonshot's model takes images alongside text in the same message.

Structured output

Asks for JSON and returns clean, parseable results.

Very low cost per message

Billed by what you use: about 0.35 credits for a typical message.

What a Kimi K3.1 Pro conversation costs

A typical Kimi K3.1 Pro message is about 0.35 credits — billed by length.

$7.99

100 credits

Around 285 messages — more if they are short, fewer if you paste long documents.

$14.99/mo

300 credits every month

Around 850 messages a month. Credits roll over.

Chat is included with every account and refills every 5 hours.

How to Generate Video with Kimi K3.1 Pro

  1. 1

    Open Chat

    In the Plurel app, switch to the Chat tab.

  2. 2

    Pick Kimi K3.1 Pro

    Select it from the model row at the top of the chat.

  3. 3

    Ask for real work

    Paste code, a long document or a table, and say what you need.

  4. 4

    Keep refining

    The whole conversation stays in context, so follow up as you go.

Kimi K3.1 Pro Prompt Ideas to Get You Started

💻 Review a pull request

Here is a diff: [paste]. List bugs, risky changes and missing tests in order of severity, then suggest the smallest fix for each.

🧱 Build a landing page

Build a single-file HTML landing page for a bike repair shop: sticky header, hero with a booking button, three service cards, a pricing table and a footer. Clean modern CSS, no frameworks.

🧊 A 3D scene in code

Write a self-contained three.js scene of a rotating low-poly planet with a small orbiting moon, soft lighting and orbit controls, as one HTML file I can open in a browser.

📊 A financial model

Build a 3-year monthly cash-flow model for a coffee-subscription start-up: assumptions table, revenue, cost of goods, payroll, runway and the break-even month. Give it as a table I can paste into a spreadsheet.

📑 Digest a long document

Here is a 60-page contract: [paste]. For each party, summarise obligations, deadlines, termination terms and anything unusual, in a table with page references.

🔍 Check a claim against a source

Here is a claim and a source article: [paste both]. Tell me which statements the source actually supports, which it does not, and which cannot be judged from the text.

Frequently Asked Questions About Kimi K3.1 Pro

Try Kimi K3.1 Pro now

No Moonshot account needed. Free to sign up, no card.

Chat with Kimi K3.1 Pro