Ling 3.0 Flash Santé
Ling 3.0 Flash Santé is worth evaluating for rag, agents, and long context when its provider route and context window match the workload.
Use it for
- Teams evaluating rag, agents, and long context
- Workloads that can use a 262k context window
- Buyers comparing 2 tracked provider routes
Do not use it for
- Vision or document-understanding workloads
- Family
- Ling 3.0
- Released
- 2026-09-04
- Context
- 262k
- Parameters
- 124B (5.1B activated)
- Architecture
- Mixture of Experts
- Specialization
- medical
- Openness
- Proprietary
- License
- ProprietaryCommercial use: conditional
- Weights
- Not released
- Code
- Unknown
- Training
- Fine-tuned
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-3.0-flash-Santé is InclusionAI's health/medicine domain fine-tune of Ling-3.0-flash (124B total / 5.1B active, 262K context). Proprietary API checkpoint — not MIT — with weights not released on Hugging Face; listed on ModelScope (inclusionAI/Ling-3.0-Flash-Sante). Served via OpenRouter inclusionai/ling-3.0-flash-sante:free and Vercel AI Gateway.
Top use-case fit: coding, agents, and build tasks
RAG
Included by capability and metadata signals in the decision map.
Agents
Included by capability and metadata signals in the decision map.
Long context
Included by capability and metadata signals in the decision map.
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.
Rankings & picks(1)
InclusionAI is Ant Group's artificial general intelligence research lab, responsible for developing the Ling series of l
Cheapest of 2 routes · OpenRouter