- Primary focus
- Managed platform for Ray, scaling AI/ML and Python workloads from a laptop to a cluster.
- Deployment
- Self-hosted
- Source model
- Other license
- Pricing model
- paid
- API available
- Yes
- Windows desktop
- Not specified
- Mobile app
- Not specified
- Overview
- Anyscale is the company behind Ray, the open-source distributed computing framework born at UC Berkeley's RISELab. Its managed platform runs training, batch inference, and LLM serving workloads on autoscaling Ray clusters, hosted or in your own cloud (BYOC).

| Attribute | ||
|---|---|---|
| Overview | ||
| Primary focus | Managed platform for Ray, scaling AI/ML and Python workloads from a laptop to a cluster. | Open-source vector database for billion-scale AI search |
| Deployment | Self-hosted | Self-hosted |
| Source model | Other license | Open source |
| Pricing model | paid | freemium |
| API available | Yes | Not specified |
| Windows desktop | Not specified | Not specified |
| Mobile app | Not specified | Not specified |
| Overview | Anyscale is the company behind Ray, the open-source distributed computing framework born at UC Berkeley's RISELab. Its managed platform runs training, batch inference, and LLM serving workloads on autoscaling Ray clusters, hosted or in your own cloud (BYOC). | Milvus is an open-source vector database for large-scale similarity search in AI apps, self-hostable as standalone or a distributed cluster, or via managed Zilliz Cloud. |
| Explore further | ||
| Vendor website | Visit vendor ↗ | Visit vendor ↗ |
| ITHub profile | View full profile → | View full profile → |
- Primary focus
- Open-source vector database for billion-scale AI search
- Deployment
- Self-hosted
- Source model
- Open source
- Pricing model
- freemium
- API available
- Not specified
- Windows desktop
- Not specified
- Mobile app
- Not specified
- Overview
- Milvus is an open-source vector database for large-scale similarity search in AI apps, self-hostable as standalone or a distributed cluster, or via managed Zilliz Cloud.
ⓘ Confirm technical details and prices with each vendor before making a decision.