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Ling 3.1 Flash API

inclusionai/ling-3.1-flash/chat

Ling 3.1 Flash is a hybrid-reasoning mixture-of-experts model from inclusionAI, released on 29 September 2026. The publisher describes it as 560B parameters in total with 25B active per token. Here it is one OpenAI-compatible chat endpoint: up to 262,144 tokens of text in, up to 262,144 tokens out, tools and streaming on every request.

Input $0.075Output $0.225per 1 million tokensCached input $0.075