Ling 3.0 Flash VL builds on Ling 3.0 Flash (124B total / 5.5B active MoE from InclusionAI), further strengthening its language capabilities while adding native visual perception and advanced visual...
Specs
inclusionai/ling-3.1-flashHow to use inclusionAI: Ling 3.1 Flash in your app
The quickest way is through an API gateway such as OpenRouter, which uses the same format as the OpenAI API. Create a key, then send a request with the model ID inclusionai/ling-3.1-flash:
Prefer no code? Many tools in our AI tools directory run on models like this one.
More models from Inclusionai
*Ling-3.0-flash* is a *124B-parameter Mixture-of-Experts (MoE) model*, with approximately *5.1B parameters activated per token*. The model is designed with *token efficiency and production-scale agentic inference* as key priorities, enabling developers...
Questions about inclusionAI: Ling 3.1 Flash
What is inclusionAI: Ling 3.1 Flash?
Ling 3.1 Flash is a hybrid reasoning mixture-of-experts model from inclusionAI, with 25B active parameters out of 560B total.
How big is the context window of inclusionAI: Ling 3.1 Flash?
inclusionAI: Ling 3.1 Flash can read up to 262,144 tokens in one request, roughly 196,608 words.
How much does inclusionAI: Ling 3.1 Flash cost?
Through OpenRouter, inclusionAI: Ling 3.1 Flash costs about $0.075 / 1M tokens for input and $0.23 / 1M tokens for output. Prices change, so check before large jobs.
Is inclusionAI: Ling 3.1 Flash open source?
inclusionAI: Ling 3.1 Flash does not have downloadable weights. You use it through Inclusionai or an API provider.
What can inclusionAI: Ling 3.1 Flash take as input?
inclusionAI: Ling 3.1 Flash accepts text and produces text.
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Specs and prices come from OpenRouter and the provider, and are refreshed daily. Last checked 2 Oct 2026.