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What is Ring 2.6?

Ring represents an advanced trillion-parameter model developed by Ant Group, designed to optimize real-world Agent workflows. Utilizing a Mixture of Experts architecture akin to that of Ling, it activates around 63 billion parameters for each inference and is adept at performing tasks such as coding agents, using tools, collaborating with diverse instruments, software engineering, conducting research, and managing long-term projects. Rather than simply aiming for more intelligent outcomes, Ring focuses on ensuring the dependable execution of complex tasks while keeping costs manageable, thereby achieving a harmonious balance of quality, speed, and efficiency in production environments. The most recent version, Ring-2.6-1T, features a customizable Reasoning Effort mechanism with high and xhigh reasoning intensity levels that adjust the reasoning budget based on task complexity. The high mode is specifically designed for frequent Agent workflows, leading to reduced token costs and expedited multi-step processes, while also promoting multi-turn conversations, tool collaboration, and task breakdown. This evolution significantly boosts the operational capabilities of agents, making them more effective across various domains and enhancing their overall performance in dynamic environments. Consequently, Ring stands as a pivotal advancement in the realm of intelligent agents, showcasing its versatility and reliability.

What is Ling Studio?

Ling Studio is an online platform established by Ant Ling that enables users to explore the extensive possibilities of AI while evaluating the core functionalities of the Ling model series. This platform provides a smooth avenue for individuals to experiment with Ant Ling's models before accessing them through API connections, thereby improving the user experience in areas such as multi-turn reasoning, managing extensive contexts, generating multimodal content, and examining model behaviors in an interactive chat format. It is closely linked to Ant Ling's comprehensive array of models crafted for text generation, coding, reasoning, and various multimodal applications. The Ling models are adaptable large language models (LLMs) that utilize a Mixture of Experts architecture, striking a balance between high parameter counts and low activation expenses, which supports conversation, text production, and a wide range of content creation. Furthermore, the Ling models are designed to perform exceptionally well in deep reasoning and cognitive tasks, showcasing remarkable skills in mathematics, programming, and achieving outstanding results on extensive reasoning assessments, making them essential resources for users in search of advanced AI solutions. This pioneering strategy not only boosts user engagement but also paves the way for innovative applications within the AI domain, ultimately transforming how people interact with intelligent systems. Additionally, the platform encourages collaboration and knowledge sharing among users, fostering a vibrant community focused on the future of AI technology.

Media

Media

Integrations Supported

Claude Code
Hermes Agent
Kilo Code
OpenClaw

Integrations Supported

Claude Code
Hermes Agent
Kilo Code
OpenClaw

API Availability

Has API

API Availability

Has API

Pricing Information

$0.0028 per 1M tokens
Free Trial Offered?
Free Version

Pricing Information

Pricing not provided.
Free Trial Offered?
Free Version

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

Ant Group

Date Founded

2014

Company Location

China

Company Website

developer.ant-ling.com/en/docs/models/ring/

Company Facts

Organization Name

Ant Group

Date Founded

2014

Company Location

China

Company Website

chat.ant-ling.com/chat

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