LLM Reference
Moonshot AI Kimi

Using Kimi K2.6 on Moonshot AI Kimi

Implementation guide · Kimi K2 · Moonshot AI

ServerlessOpen Source

Quick Start

  1. 1
    Create an account at Moonshot AI Kimi and generate an API key.
  2. 2
    Use the Moonshot AI Kimi SDK or REST API to call kimi-k2.6 — see the documentation for request format.
  3. 3
    You'll be billed $0.95/1M input, $4.00/1M output tokens. See full pricing.

Code Examples

See Moonshot AI Kimi documentation for integration details.

About Moonshot AI Kimi

The Moonshot AI Platform is a comprehensive no-code solution that leverages generative AI to optimize e-commerce performance. At its core, the platform features an "X-ray" tool for automated analysis of user behavior, benchmarking against similar stores to provide valuable insights. The "Generate" function creates design variants aimed at improving user engagement, while real-time testing capabilities allow for immediate validation of changes with actual users. A standout feature is the platform's ability to autonomously modify website front-ends without requiring developer intervention, making it accessible to businesses of all sizes. This AI-driven approach has demonstrated significant results, with users reporting substantial increases in sales and reductions in cart abandonment rates. Complementing its e-commerce optimization tools, the platform integrates Kimi AI, a sophisticated chatbot with advanced language processing capabilities. Kimi AI can handle extensive textual data, processing up to 2 million characters in a single prompt. This versatile tool supports a wide range of functionalities, including translation, document summarization, coding assistance, and information analysis. Kimi AI's ability to maintain context over extended interactions and generate high-quality content enhances its utility across various professional fields. The combination of e-commerce optimization and advanced language processing capabilities positions the Moonshot AI Platform as a powerful, multifaceted solution for businesses seeking to enhance their online presence and customer engagement.

Moonshot AI's platform offers a comprehensive suite of AI-driven solutions, focusing on e-commerce optimization and advanced language processing. Their no-code e-commerce optimization platform enhances sales through automated conversion rate optimization, featuring an X-ray tool for user behavior analysis, an AI-powered design generator, and simultaneous user testing capabilities . The platform's cornerstone is Kimi AI, a large language model supporting content creation, legal document analysis, and customer service automation. Kimi AI boasts an impressive 2 million Chinese character context capacity, enabling extensive data processing . It also offers multi-language translation, summarization, image recognition, and coding assistance . Moonshot AI's focus on long-context processing sets it apart in the AI landscape, making it particularly suitable for applications requiring detailed analysis and comprehensive responses .

Pricing on Moonshot AI Kimi

TypePrice (per 1M)
Input tokens$0.95
Output tokens$4.00

Capabilities

VisionMultimodalReasoningFunction CallingTool UseStructured OutputsPrompt Caching

About Kimi K2.6

Kimi K2.6 is Moonshot AI's multimodal agentic coding model, released April 20 2026 under a Modified MIT license. Built on a 1-trillion-parameter MoE architecture (32B active, 384 experts with 8 selected per token plus 1 shared expert, 61 layers), it features a 262K context window and up to 65,536 output tokens. Supports native image and video inputs (screenshots, PDFs, spreadsheets). Designed for long-horizon coding with agent swarms of up to 300 sub-agents and 4,000 coordinated steps; Moonshot AI cites 200–300 sequential tool calls without task drift. Key benchmarks: SWE-bench Verified 80.2%, SWE-bench Pro 58.6%, LiveCodeBench v6 89.6%, GPQA Diamond 90.5%, Terminal-Bench 2.0 66.7%. Chatbot Arena Elo 1454 (2026-04-28 snapshot).

Model Specs

Released2026-04-20
Parameters1T
Context262k
ArchitectureMixture of Experts (MoE)
Knowledge cutoff2025-04

Provider

Moonshot AI Kimi
Moonshot AI Kimi

Moonshot AI

New York City, New York, United States