Ant Ling 2.6 LLM Series: Fully Upgraded, Fully Unleashed

Exploring Ling
Empowering You

The ultimate token-efficient models for your apps, now 90% off

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Model Family

High-performance models for text, coding and multimodal

Ling

Ling

General-purpose LLM built on MoE. Achieving flagship intelligence with optimal cost-performance

Ling-2.6-1TFlagship

Ling-2.6-flashFast

Ring

Ring

Deep reasoning LLM. Designed for high parameter scale with low activation costs

Ring-2.6-1TFlagship

Ming

Ming

Omni LLM for seamless understanding and generation across text, image, audio, and video

Ming-flash-omni-2.0Omni Flagship

Why Ant Ling

From Compute to Context: Building the Foundation for Enterprise AI Applications.

Intelligence Efficiency

Flagship intelligence, delivered with fewer tokens for cost-efficiency.

Production Grade Quality

Reliable in workflows: Multi-step task execution that stays robust

Developer Friendly

Integration with mainstream Agents for tool calls and task orchestration

Comprehensive Solutions

From coding to completion, a solution from flagship to flash LLM

What's New

Official Announcements & Tech Insights

Ring-2.6-1T is now open source

@AntLingAGI2026-05-14

We are launching Ring-2.6-1T, a trillion-parameter flagship thinking model

@AntLingAGI2026-05-09

Congrats to AntLingAGI on the open release of Ling-2.6-1T!

@vLLM2026-04-29

Ling-2.6-flash is now officially open-sourced!

@AntLingAGI2026-04-28

Developer Resources

Tools, docs, and guides built for developers

Developer Docs

API reference, integration guides and best practices

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