---
title: "Ant Group Unveils Ling-3.0-Flash Delivering Top-Tier Performance at a Fraction of the Parameter Scale"
type: "News"
locale: "en"
url: "https://longbridge.com/en/news/293887544.md"
description: "Ant Group released Ling-3.0-Flash, a hybrid-reasoning AI model with 124B total parameters but only 5.1B active per token. It matches larger models in benchmarks via native hybrid-linear attention and optimized MoE. Designed for fast, cost-efficient agent workflows, it supports up to 1M context windows and reduces latency by 60-80%. Available on OpenRouter and Vercel AI Gateway with free API access until August 2026, followed by open-sourcing weights."
datetime: "2026-07-27T06:04:45.000Z"
locales:
  - [zh-CN](https://longbridge.com/zh-CN/news/293887544.md)
  - [en](https://longbridge.com/en/news/293887544.md)
  - [zh-HK](https://longbridge.com/zh-HK/news/293887544.md)
generator: "portal-rs"
---

# Ant Group Unveils Ling-3.0-Flash Delivering Top-Tier Performance at a Fraction of the Parameter Scale

In Hangzhou, China, Ant Group unveiled Ling-3.0-Flash, a new native hybrid-reasoning foundational model for AI agent workflows. This cutting-edge model, designed for quick response times, acts as a high-speed execution node providing a superior blend of intelligence density and cost-effectiveness. With an impressive 124B total parameters, Ling-3.0-Flash operates with just 5.1B active parameters per token, resulting in exceptional performance.

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> **Disclaimer: This article is for reference only and does not constitute any investment advice.**