Ling-3.1-flash-1019: what's new (October 27, 2026)
inclusionAI published Ling-3.1-flash-1019 under the MIT license, with 560 billion total parameters, 25 billion active per token, and a 1 million token context window. Benchmark gains on the card are vendor-reported, and this date is the Hugging Face repository creation time because the card does not print one.
Who it is for
Readers following a public model or product announcement. AIToolStack does not score this as its own tool.