{"type":"post","id":"ant-ling-releases-ling-3-2-flash-560b-9bbc02","slug":"ant-ling-releases-ling-3-2-flash-560b-9bbc02","title":"Ant Ling releases Ling-3.2-flash: 560B/25B native multimodal MoE with 1M context","description":"Ant Ling’s model documentation announces Ling-3.2-flash, a 560B-total, 25B-active-parameter MoE model with a context window of up to 1M tokens and native image, text and video input.","retrieval_nugget":"Ant Ling’s model documentation announces Ling-3.2-flash, a 560B-total, 25B-active-parameter MoE model with a context window of up to 1M tokens and native image, text and video input. It is offered in chat and through OpenAI- and Anthropic-compatible APIs, with two weeks of free access, giving builders a way to test a new multimodal option.","published_at":"2026-11-05","updated_at":"2026-11-05","record_date":"2026-11-05","date_kind":"published_at","topics":["agent-economics"],"entities":["Ant Group","Ant Ling","Ling-3.2-flash","Ling-3.1-flash"],"related_patterns":["agent-economics-moves-to-completed-work"],"novelty_label":"new_fact","what_changed":"Ling-3.2-flash is a new model version, adding native multimodal understanding and a 1M-token context window to the Ling series.","prior_refs":["https://newruntime.com/posts/inclusionai-released-ling-3-1-flash-a-560b-af9ab3/","https://newruntime.com/posts/inclusionai-releases-ling-3-1-flash-1019-an-9765f4/"],"source_url":"https://developer.ant-ling.com/en/docs/models/ling","source_urls":["https://developer.ant-ling.com/en/docs/models/ling"],"schema_version":"newruntime-agent-readable-v0.2","stable_id":"post:ant-ling-releases-ling-3-2-flash-560b-9bbc02","status":"published","visuals":[],"editor":{"role":"editor","name":"Andrey Reshetnikov","profile":"https://newruntime.com/owner-profile.md","profile_json":"https://newruntime.com/owner-profile.json","same_as":["https://www.linkedin.com/in/reshetnikov1/","https://t.me/lapetuse"]},"routes":{"html":"https://newruntime.com/posts/ant-ling-releases-ling-3-2-flash-560b-9bbc02/","markdown":"https://newruntime.com/posts/ant-ling-releases-ling-3-2-flash-560b-9bbc02.md","json":"https://newruntime.com/posts/ant-ling-releases-ling-3-2-flash-560b-9bbc02.json"},"markdown_url":"https://newruntime.com/posts/ant-ling-releases-ling-3-2-flash-560b-9bbc02.md","next_reads":[{"type":"topic","path":"/topics/agent-economics/","url":"https://newruntime.com/topics/agent-economics/","title":"Agent Economics","reason":"Explore the agent-economics topic hub.","media_type":"text/html","markdown_url":"https://newruntime.com/topics/agent-economics.md","json_url":"https://newruntime.com/topics/agent-economics.json"},{"type":"collection","path":"/posts/","url":"https://newruntime.com/posts/","title":"Field Notes","reason":"Open the latest editorial analysis.","media_type":"text/html","json_url":"https://newruntime.com/posts.json"},{"type":"collection","path":"/sources/","url":"https://newruntime.com/sources/","title":"Sources","reason":"See the original sources this archive cites.","media_type":"text/html"}]}