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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 Nex-N2-Pro?

The Nex-N2-Pro represents a groundbreaking open-source agentic model aimed at improving productivity in practical applications by converting reasoning into tasks that are actionable, verifiable, and repeatable. Rather than treating reasoning, tool usage, and environmental execution as separate entities, Nex-N2 combines these components into a unified framework that facilitates a harmonious process involving requirement understanding, task structuring, code execution, environmental feedback, evaluation, debugging, and continuous improvement. By employing a holistic thinking strategy, it effectively integrates searching, programming, and the utilization of agentic tools, following a consistent methodology of goal decomposition, state tracking, strategy modification, and self-evaluation, which is especially beneficial in complex workflows that incorporate both coding and tool usage. The model's Adaptive Thinking feature empowers it to autonomously assess when to engage in more profound cognitive efforts, allowing for efficient execution of simple tasks while allocating additional time to pivotal decisions, thereby optimizing resource management and enhancing overall productivity. This comprehensive model is adept at addressing a wide array of tasks within ever-changing environments, illustrating its versatility and effectiveness in real-world applications. As a result, Nex-N2-Pro stands out as a valuable asset for professionals seeking to streamline their workflows and achieve better outcomes.

Media

Media

Integrations Supported

Claude Code
Hermes Agent
Kilo Code
OpenClaw

Integrations Supported

API Availability

Has API

API Availability

Pricing Information

$0.0028 per 1M tokens

Pricing Information

Free
Free Version

Supported Platforms

SaaS

Supported Platforms

SaaS

Customer Service / Support

Web-Based Support

Customer Service / Support

Web-Based Support

Training Options

Documentation Hub

Training Options

Documentation Hub

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

Nex-AGI

Date Founded

2025

Company Location

China

Company Website

nex-agi.com

Categories and Features

AI Coding Models

Not specified

AI Models

Not specified

Large Language Models

Not specified

Categories and Features

AI Coding Models

Not specified

AI Models

Not specified

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