Ling-3.1-flash is an upgraded native hybrid reasoning model (560B total, 25B active) with a 1M-token context window, built for complex real-world tasks.
inclusionai/ling-3.1-flashOct 2, 2026Context
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3 inclusionAI models on FastRouter, all behind one OpenAI-compatible API. Compare pricing, context windows and benchmarks, then open any model for its providers and code samples.
Ling-3.1-flash is an upgraded native hybrid reasoning model (560B total, 25B active) with a 1M-token context window, built for complex real-world tasks.
inclusionai/ling-3.1-flashOct 2, 2026Multimodal version of Ling-3.0-flash (124B total, ~5.5B active) with native text, image and video understanding for multimodal agentic workflows.
inclusionai/ling-3.0-flash-vlSep 8, 2026Ling-3.0-flash prioritizes token efficiency and agentic inference at production scale within limited token, latency and serving-cost budgets.
inclusionai/ling-3.0-flashJul 23, 2026Model scores sourced from ArtificialAnalysis