- 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. | Discontinued: acquired by NVIDIA, service shut down October 2024 |
| Deployment | Self-hosted | Not specified |
| Source model | Other license | Other license |
| Pricing model | paid | paid |
| API available | Yes | Yes |
| 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). | OctoAI (formerly OctoML) was a GPU inference platform for generative AI models. NVIDIA acquired it in September 2024 and shut down OctoAI's public cloud service on October 31, 2024; octo.ai now redirects to NVIDIA's website. |
| Explore further | ||
| Vendor website | Visit vendor ↗ | Visit vendor ↗ |
| ITHub profile | View full profile → | View full profile → |
- Primary focus
- Discontinued: acquired by NVIDIA, service shut down October 2024
- Deployment
- Not specified
- Source model
- Other license
- Pricing model
- paid
- API available
- Yes
- Windows desktop
- Not specified
- Mobile app
- Not specified
- Overview
- OctoAI (formerly OctoML) was a GPU inference platform for generative AI models. NVIDIA acquired it in September 2024 and shut down OctoAI's public cloud service on October 31, 2024; octo.ai now redirects to NVIDIA's website.
ⓘ Confirm technical details and prices with each vendor before making a decision.