Audience

AI developers and researchers that need high-performance open models for language, reasoning, coding, multimodal understanding, and agent workflows

About Ling 3.0 Flash

Ling 3.0 Flash is a next-generation efficient language model designed for long-horizon agent workflows, combining fast response, low activation, and stable tool use. It uses a Mixture-of-Experts architecture with 124 billion total parameters and 5.1 billion activated parameters per token, providing capability while keeping inference efficient. The model supports a native 256K context window that can be extended up to 1 million tokens, with reliable retrieval across information placed at the beginning, middle, or end of long contexts. Compared with the previous Flash model, Ling 3.0 Flash improves stability on extended tasks, tool-calling accuracy, instruction following, compatibility with agent harnesses, and coding performance. Its optimized spatial understanding can construct physical scene grids and reason about relative positions, while hybrid reasoning improves success rates across tasks of varying difficulty.

Pricing

Free Trial:
Free Trial available.

Integrations

API:
Yes, Ling 3.0 Flash offers API access

Ratings/Reviews

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Company Information

Ant Group
Founded: 2014
China
www.ant-ling.com

Videos and Screen Captures

Ling 3.0 Flash Screenshot 1
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Product Details

Platforms Supported
Cloud
Training
Documentation
Support
Online

Ling 3.0 Flash Frequently Asked Questions

Q: What kinds of users and organization types does Ling 3.0 Flash work with?
Q: What languages does Ling 3.0 Flash support in their product?
Q: What kind of support options does Ling 3.0 Flash offer?
Q: What other applications or services does Ling 3.0 Flash integrate with?
Q: Does Ling 3.0 Flash have an API?
Q: What type of training does Ling 3.0 Flash provide?
Q: Does Ling 3.0 Flash offer a free trial?

Ling 3.0 Flash Product Features