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Ling 3.0 Flash

Ant Group's AI team released a large chat model designed to run agent-style tasks efficiently, available to developers through a hosted service.

Release page →

The basics

Released

Oct 10, 2025
Jul 23

What it does

Text and chat: Writes, answers questions and holds a conversation.Code: Writes, explains and fixes code.Thinks first: Can reason step by step before it answers: slower, but better at maths, code and tricky questions.
Text and chat: Writes, answers questions and holds a conversation.Thinks first: Can reason step by step before it answers: slower, but better at maths, code and tricky questions.

Knowledge cutoff

The latest events it learned about

Not published
Not published

Download

FreeOpen weights
No: it runs on the maker's servers

Where to use it

No app known; download it instead
No app knownAlso for developers, through an API

Price and limits, for developers

Input

Per million tokens

Not listed
$0.021

Output

Per million tokens

Not listed
$0.063

Cached input

Per million tokens

Not listed
$0.0042

Context window

How much it takes in at once

Not listed
262K tokens about 200,000 words

Longest answer

Not listed
33K tokens about 25,000 words

How they score

Neither model is in the public rankings trckr follows yet. New models usually appear within a few weeks of launch.

Green marks the better of the two on each row, red the other. Rows where one side isn't listed, or where the gap is too close to call, stay plain.

Popular comparisons

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Rankings from LMArena and Epoch AI, both CC BY 4.0, updated . Developer prices, context windows and knowledge cutoffs from the labs' own listings on models.dev and from OpenRouter. The app links go to each maker's own app when no source says exactly where the model is available.

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