Kimi K2.6

Kimi K2.6

Moonshot AI
Ling 2.6

Ling 2.6

Ant Group
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About

Kimi K2.6 is a next-generation agentic AI model developed by Moonshot AI, designed to push forward real-world execution, coding, and multi-step reasoning beyond earlier K2 and K2.5 versions. It builds on a Mixture-of-Experts architecture and the multimodal, agent-first foundation of the Kimi series, combining language understanding, coding, and tool use into a single system capable of planning and executing complex workflows. It introduces deeper reasoning capabilities and significantly improved agent planning, allowing it to break down tasks, coordinate tools, and handle multi-file or multi-step problems with greater accuracy and efficiency. It supports advanced tool calling with high reliability, enabling integration with external systems such as web search or APIs, and includes built-in validation mechanisms to ensure correct execution formats.

About

Ling 2.6 is a general-purpose large language model series independently developed and open-sourced by Ant Group, built on a Mixture of Experts architecture and designed for inference efficiency, long context modeling, training technology, and AI Agent collaborative reasoning. Ling’s MoE architecture routes each token to activate only the most relevant expert subnetworks, compressing actual computation to a minimal fraction while maintaining large-scale model capacity. The Ling 2.6 series further advances long-sequence modeling, with Ling-2.6-1T supporting up to a 1M native context window and the official API exposing a 256K context window, while Ling-2.6-flash provides a native 256K context window capable of processing approximately 200,000 characters of long-form input. The models are designed for reliable long-range information retrieval, with no noticeable degradation whether information appears at the beginning, middle, or end of the context.

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Audience

AI engineers and developer teams who need an advanced agentic model capable of handling complex coding tasks, long-context reasoning, and multi-step workflow execution

Audience

AI developers and enterprise teams that need open long-context models for agent workflows, coding, knowledge management, and high-throughput language applications

Support

Phone Support
24/7 Live Support
Online

Support

Phone Support
24/7 Live Support
Online

API

Offers API

API

Offers API

Screenshots and Videos

Screenshots and Videos

Pricing

Free
Free Version
Free Trial

Pricing

$0.0028 per 1M tokens
Free Version
Free Trial

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation
Webinars
Live Online
In Person

Training

Documentation
Webinars
Live Online
In Person

Company Information

Moonshot AI
Founded: 2023
China
www.kimi.com/blog/kimi-k2-6

Company Information

Ant Group
Founded: 2014
China
developer.ant-ling.com/en/docs/models/ling/

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Categories

Categories

Integrations

Claude Code
Hermes Agent
OpenClaw
AiAssistWorks
Alibaba AI Coding Plan
Brokk
C
Claw Code
Fireworks AI
HTML
Kilo Code
Kimi
Kimi Claw
Nebius Token Factory
Odysseus
Oh My OpenAgent
Rust
Tailwind CSS
TypeScript
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Integrations

Claude Code
Hermes Agent
OpenClaw
AiAssistWorks
Alibaba AI Coding Plan
Brokk
C
Claw Code
Fireworks AI
HTML
Kilo Code
Kimi
Kimi Claw
Nebius Token Factory
Odysseus
Oh My OpenAgent
Rust
Tailwind CSS
TypeScript
Vercel AI Gateway
Claim Kimi K2.6 and update features and information
Claim Kimi K2.6 and update features and information
Claim Ling 2.6 and update features and information
Claim Ling 2.6 and update features and information