Ling-3.1-flash
- Family
- Ling 3.0
- Released
- 2026-09-30
- Context
- 262k
- Max output
- 32,768
- Parameters
- 560B (25B activated)
- Architecture
- Mixture of Experts
- Specialization
- general
- Openness
- Proprietary
- License
- ProprietaryCommercial use: conditional
- 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
Cheapest of 2 routes · OpenRouter
About
Ling-3.1-flash is InclusionAI's (Ant Group 蚂蚁百灵 / Ant Ling) hybrid reasoning mixture-of-experts Flash model announced 2026-09-30. Authoritative Chinese IT Home coverage: ~560B total parameters with ~25B activated per token; designed context window up to 1M tokens; two-week free trial capped at 256K context, with paid 1M context and planned open-source weights after the trial. TechNode English summary of the same launch positions it for agent tasks, search, office software, and specialist applications.
Provider price ladder
Compare all 2Compare API pricing across 2 providers for input and output tokens, batch, and cached reads when available.
| Provider | Input / 1M | Output / 1M | Route |
|---|---|---|---|
| OpenRouter | Free | Free | Serverless |
| Vercel AI Gateway | Free | Free | Serverless |
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
inclusionai/ling-3.1-flashInclusionAI is Ant Group's artificial general intelligence research lab, responsible for developing the Ling series of l
Cheapest of 2 routes · OpenRouter