# Ling-3.2-flash

> Ling-3.2-flash is Ant Ling's native multimodal model, a Mixture-of-Experts model with 560B total and 25B active parameters. Ant Ling says it improves complex visual understanding, long-horizon multimodal agents, 3D understanding and interaction, and medical intelligence. Not yet available on AnyRouter.

**ID**: `inclusionai/ling-3.2-flash`  
**Creator**: inclusionai  
**Category**: multimodal  
**Context**: Not published  
**Status**: Coming soon — announced, not yet routable on AnyRouter; requests return 404 `model_not_yet_available`.  
**Note**: Coming soon. Ant Ling announced Ling-3.2-flash on 2026-11-06; no API host serves it yet. We will list prices and route requests once one does.  
**Pricing**: Not published yet  
**Released**: 2026-11-06  
**Web page**: https://anyrouter.dev/model/inclusionai/ling-3.2-flash

**Input modalities**: text, image  
**Output modalities**: text  

**Tokenizer**: Ling

**Capabilities**: chat, streaming, vision