Kimi K2.6

Kimi K2.6

Moonshot AI
Ring 2.6

Ring 2.6

Ant Group
+
+

Related Products

  • Gemini Enterprise Agent Platform
    967 Ratings
    Visit Website
  • LM-Kit.NET
    29 Ratings
    Visit Website
  • Google AI Studio
    26 Ratings
    Visit Website
  • Uptime.com
    468 Ratings
    Visit Website
  • GW Apps
    41 Ratings
    Visit Website
  • Forethought
    167 Ratings
    Visit Website
  • Dialpad Support
    1,584 Ratings
    Visit Website
  • JetBrains Junie
    12 Ratings
    Visit Website
  • Birdeye
    5,054 Ratings
    Visit Website
  • CallTools
    565 Ratings
    Visit Website

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

Ring is a trillion-parameter thinking model from Ant Group, designed for real-world Agent workflows. It uses the same Mixture of Experts architecture as Ling, activating about 63B parameters per inference, and focuses on coding agents, tool use, multi-tool collaboration, engineering development, research analysis, and long-horizon task execution. Rather than only pursuing “smarter” results, Ring is built to consistently complete complex tasks at reasonable cost, balancing quality, speed, and execution efficiency in production environments. Ring-2.6-1T introduces an adjustable Reasoning Effort mechanism with high and xhigh reasoning intensity levels, using adaptive reasoning budget allocation based on task complexity. High mode is designed for high-frequency Agent workflows, lower token cost, faster multi-step execution, multi-turn interaction, tool collaboration, and task decomposition.

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

Enterprise AI agent teams that need a large open reasoning model for coding agents, tool orchestration, research analysis, and long-horizon autonomous workflows

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/ring/

Alternatives

Big Pickle

Big Pickle

OpenCode Zen

Alternatives

Big Pickle

Big Pickle

OpenCode Zen
Claude Fable 5

Claude Fable 5

Anthropic
Claude Fable 5

Claude Fable 5

Anthropic
Claude Mythos 5

Claude Mythos 5

Anthropic
Claude Opus 4.8

Claude Opus 4.8

Anthropic
Kimi K2.5

Kimi K2.5

Moonshot AI
Kimi K2 Thinking

Kimi K2 Thinking

Moonshot AI

Categories

Categories

Integrations

Claude Code
Hermes Agent
OpenClaw
AiAssistWorks
Brokk
C#
C++
Cerebras
Clarifai
Cline
EaseMate AI
Fireworks AI
Java
Kimi
NVIDIA TensorRT
Okara
PrivatClaw
React
Shiori
SiliconFlow

Integrations

Claude Code
Hermes Agent
OpenClaw
AiAssistWorks
Brokk
C#
C++
Cerebras
Clarifai
Cline
EaseMate AI
Fireworks AI
Java
Kimi
NVIDIA TensorRT
Okara
PrivatClaw
React
Shiori
SiliconFlow
Claim Kimi K2.6 and update features and information
Claim Kimi K2.6 and update features and information
Claim Ring 2.6 and update features and information
Claim Ring 2.6 and update features and information