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.
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Pricing
Free Trial:
Free Trial available.
Company Information
Ant Group
Founded: 2014
China
www.ant-ling.com
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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?
Ling 3.0 Flash works with these users and organization types: Mid Size Business, Small Business, Enterprise, Freelance, Nonprofit, Government, and Startup.
Q: What languages does Ling 3.0 Flash support in their product?
Ling 3.0 Flash supports these languages: English.
Q: What kind of support options does Ling 3.0 Flash offer?
Ling 3.0 Flash offers support via online.
Q: What other applications or services does Ling 3.0 Flash integrate with?
Ling 3.0 Flash integrates with: Claude Code, Hermes Agent, Kilo Code, OpenClaw, OpenRouter, and ZenMux.
Q: Does Ling 3.0 Flash have an API?
Yes, Ling 3.0 Flash has an API.
Q: What type of training does Ling 3.0 Flash provide?
Ling 3.0 Flash provides training in the form of documentation.
Q: Does Ling 3.0 Flash offer a free trial?
Yes, Ling 3.0 Flash offers a free trial.
