Anyscale Platform (managed Ray)
Model hosting & serving platform
Provided by Anyscale, Inc.
Offering overview
Built by the creators of Ray, the Anyscale platform turns the open-source compute engine into a managed service for data-intensive AI work. Teams use it for distributed training (TorchTrainer across dozens of GPU workers), large batch inference with vLLM or SGLang, embedding generation, multimodal data curation, post-training with SkyRL or veRL, and online serving via Ray Serve. Deployment is flexible: a hosted option runs on Anyscale-managed VMs in a limited set of regions, while Bring Your Own Cloud places the control plane inside the customer's VPC on AWS, GCP, Azure, Nebius, CoreWeave, Kubernetes or on-prem hardware, and can pool GPUs across clouds and regions. Enterprise controls include SSO, SAML, SCIM and audit logs, with 24x7 support on BYOC contracts. Pricing is pay-as-you-go in Anyscale Credits with no fixed monthly fee and $100 of free credit to start. Published hourly compute rates begin at 0.0135 credits for CPU-only nodes and 0.5682 credits for an NVIDIA T4, rising through L4, A10G, A100 and Hopper/Blackwell classes; committed contracts unlock volume discounts. It suits ML platform teams scaling Python workloads beyond a single machine.
- Management
- Not stated
- Infrastructure
- Not stated
- Pricing model
- Not stated
- Support
- Not stated
- SLA
- Not stated
- Best for
- Model Training, Model Inference, Batch Processing, Fine-Tuning, AI Applications, Research And Experimentation
Technical specifications
- Containers
- Unknown
- Kubernetes
- Unknown
- Root access
- Unknown
- API access
- Unknown
- Autoscaling
- Unknown
- Persistent processes
- Unknown
AI capabilities
- Model serving
- Not stated
- AI frameworks
- Not stated
- Inference endpoints
- Unknown
- Fine-tuning
- Unknown
- Vector database
- Unknown
- Model catalog
- Unknown
- Monitoring
- Not stated
- Evaluation
- Not stated
Security & compliance
No controls are stated.
Geography
Provider headquarters are separate from offering infrastructure and availability.
Infrastructure regions
United States, North America
Data-residency jurisdictions
Not stated
Service availability
Not stated
Support coverage
Not stated
Available plans
Pricing can change. Promotional prices are shown separately from standard prices.
| Plan | Price | Compute | Storage | GPU | Price checked | Actions |
|---|---|---|---|---|---|---|
| Anyscale Platform (managed Ray)Not stated | $0.57Usage Only | Unknown — RAM | Unknown | No | 7 October 2026 |
Data sources & provenance
Where this information came from, how it was checked and when it was last looked at. “Last updated” records a change to the record — it does not mean the record was verified.
- Data quality
- Data quality: Unverified
- Primary source
- anyscale.com
- Sources cited
- 2
- Last reviewed
- 7 October 2026
- Last updated
- 7 October 2026