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What is Kimi K3.1 Pro?

Kimi K3.1 Pro is a multimodal large language model developed by Moonshot AI to support advanced reasoning, autonomous AI agents, software development, 3D creation, and complex knowledge work. The model is based on a mixture-of-experts architecture containing approximately 2.8 trillion total parameters and 104 billion active parameters. Its one-million-token context window enables the processing of extensive documents, source code repositories, technical materials, and long-running task histories. Kimi K3.1 Pro builds on the Kimi K3 foundation with additional reinforcement learning and post-training optimization across programming, analytical reasoning, and agentic tasks. Its software engineering capabilities include code generation, debugging, terminal operations, automated testing, application development, and multistep problem-solving across existing repositories. The model can develop interactive websites, animated interfaces, browser-based 3D environments, and game projects using tools and frameworks such as Three.js, Unity, Unreal Engine, and Godot. Its multimodal reasoning capabilities allow it to interpret images, sketches, and visual references when generating technical designs or structured outputs. Three-dimensional modeling features include CAD script generation, parametric geometry creation, asset modification, and integration with tools such as Blender. Financial reasoning capabilities support complex spreadsheet models, financial statement analysis, investment research, cross-document verification, and evidence-based reporting. Kimi K3.1 Pro also supports tool-assisted workflows in which AI agents plan tasks, execute actions, evaluate results, and refine outputs across multiple steps. The model is available through Kimi's web and mobile applications, Kimi Work, Kimi Code, and the Kimi API, with a Highspeed variant providing faster inference and an open-weight release planned for November 4, 2026.

What is Kimi?

Kimi serves as an exceptionally skilled assistant, boasting a remarkable "memory" that enables her to simultaneously read extensive novels of up to 200,000 words while browsing the web. Her ability to grasp and analyze lengthy documents proves invaluable for swiftly summarizing reports like financial analyses and research findings, which enhances both your reading efficiency and organizational tasks. When preparing for exams or exploring unfamiliar topics, Kimi adeptly summarizes and clarifies intricate details from textbooks or academic articles, making learning more accessible. For those involved in programming or technical endeavors, Kimi is ready to assist by reproducing code or proposing technical solutions based on your provided snippets or pseudocode. Fluent in Chinese and adept at handling multilingual content, Kimi greatly improves communication and comprehension in international environments, establishing her as a versatile asset for global collaboration. Beyond her practical applications, Kimi Chat can engage users in lively conversations or even take on the persona of beloved game characters, adding an entertaining dimension to the experience. This blend of productivity help and interactive enjoyment not only aids in completing tasks but also infuses a sense of fun into your everyday activities, making Kimi an indispensable part of your routine.

Media

Media

Integrations Supported

Brokk
Kimi Work
Nebius Token Factory
Novita AI
OpenClaw
Pi Agent
.NET
CSS
Cheaper Inference
Cherry Studio
Claude Code
Grengin
Kimi Claw
PowerShell
SQL

Integrations Supported

Brokk
Kimi Work
Nebius Token Factory
Novita AI
OpenClaw
Pi Agent
BrainyAI
Filamental
LaReview
MachinesFluent
Peezy Gateway

API Availability

Has API

API Availability

Has API

Pricing Information

$2 per 1M tokens
API usage is pay-as-you-go: $2 per million input tokens and $10 per million output tokens. Cached input is $0.20 per million tokens; cache writes are $2 per million tokens. Kimi Code also provides tier-based membership access, with quotas and context limits depending on the tier.

Pricing Information

Free
Free Version

Supported Platforms

SaaS
Windows
Mac
On-Prem
Linux

Supported Platforms

SaaS

Customer Service / Support

Web-Based Support

Customer Service / Support

Web-Based Support

Training Options

Documentation Hub

Training Options

Documentation Hub

Company Facts

Organization Name

Moonshot AI

Date Founded

2023

Company Location

China

Company Website

www.kimi.ai/

Company Facts

Organization Name

Moonshot AI

Date Founded

2023

Company Location

China

Company Website

www.kimi.com

Categories and Features

AI Coding Models

Not specified

AI Models

Not specified

AI Reasoning Models

Not specified

Foundation Models

Not specified

Large Language Models

Not specified

Open-Weight AI Models

Not specified

Categories and Features

AI Assistants

Not specified

AI Chatbots

Not specified

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