Kimi K2.6

Kimi K2.6

Moonshot AI
Ling 2.6 Flash

Ling 2.6 Flash

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 Flash is the latest cost-effective model in the Ling series, built on a Mixture of Experts architecture with 104B total parameters and 7.4B activated parameters. It is designed to achieve an optimal balance between inference performance and compute cost, making it suitable for general-purpose scenarios where strong reasoning capability, high throughput, and efficient deployment matter. 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. Ling 2.6 Flash provides a native 256K context window and can process approximately 200,000 characters of long-form input, with reliable long-range information retrieval whether key information appears at the beginning, middle, or end of the context. Its aggregate benchmark performance is comparable to or exceeds 40B-class Dense models.

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

High-traffic AI product teams that need a fast, efficient long-context model for customer service, translation, content workflows, and recommendation intelligence

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

$0.00037 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
APIFree
AiAssistWorks
Alibaba AI Coding Plan
Bash
CSS
Cerebras
Java
JavaScript
Kimi
NVIDIA TensorRT
Oh My OpenAgent
OpenCode
PrivatClaw
Rapid Claw
SiliconFlow
Together AI
Vercel AI Gateway

Integrations

Claude Code
Hermes Agent
OpenClaw
APIFree
AiAssistWorks
Alibaba AI Coding Plan
Bash
CSS
Cerebras
Java
JavaScript
Kimi
NVIDIA TensorRT
Oh My OpenAgent
OpenCode
PrivatClaw
Rapid Claw
SiliconFlow
Together AI
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 Flash and update features and information
Claim Ling 2.6 Flash and update features and information