Ling-3.2-flash
Ling-3.2-flash is available now for rag, agents, and long context with 1M context; evaluate it while provider pricing coverage matures.
- Family
- Ling 3.0
- Released
- 2026-11-05
- Context
- 1M
- Parameters
- 560B (25B active)
- Architecture
- Mixture of Experts
- Specialization
- general
- Openness
- Proprietary
- License
- ProprietaryRestricted
- Weights
- Not released
- Code
- Unknown
- Training
- Pretrained
InclusionAI is Ant Group's artificial general intelligence research lab, responsible for developing the Ling series of l
No tracked provider pricing is available yet.
About
Ling-3.2-flash is Ant Ling's (InclusionAI) native multimodal MoE, launched November 5, 2026 with 560B total / 25B active parameters and a 1M-token context window. It natively accepts image, text, and video input for complex visual understanding, multimodal long-horizon agents, 3D understanding, and medical multimodal tasks. It is available via Ant Ling's OpenAI- and Anthropic-compatible APIs.
Providers
No active provider routes are tracked for this model yet.
Capabilities
Benchmark peer barsfor RAG
No task-mapped benchmark peers are available for this model yet.
Migration checks
No linked migration route is available for this model yet.
API versions
Ling-3.2-flashInclusionAI is Ant Group's artificial general intelligence research lab, responsible for developing the Ling series of l
No tracked provider pricing is available yet.