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Anyscale

Orchestration

Anyscale is a unified AI platform from the creators of Ray. Anyscale adds optimizations, observability, data governance and developer tooling that make it a suitable platform to run Ray workloads.

Key features

K8S deployment

Deploy Anyscale Operator on Kubernetes via Helm.

Ray cluster management

Provision and operate Ray clusters through operator resources.

Autoscaling support

Scale compute resources based on workload requirements.

Operational consistency

Standardize cluster lifecycle workflows with declarative configuration.


Pricing

Additional Nebius infrastructure costs may apply. Use the Nebius Pricing Page to estimate your infrastructure costs.

Self-managed

Anyscale on Kubernetes

Deploy Anyscale on Kubernetes.

Free
Charged for resources
Setup time20+ minutes
ScalingAuto
MaintenanceSelf-managed (cluster)
Deploy
Partner

Anyscale by Partner

Get a partner-provided solution from the Anyscale team

On request
Contact for pricing
Setup timeBy agreement
ScalingOn request
MaintenanceManaged by partner
Contact partner

Security & compliance

Run Anyscale on infrastructure built for AI workloads

Reliable AI infrastructure backed by top-tier NVIDIA GPUs, purpose-built for demanding inference workloads. Multiple deployment methods — virtual machines for full hardware control, Kubernetes for scalable cluster deployments, and managed serverless applications for teams that want inference running without infrastructure overhead

Learn about Nebius AI Cloud

Security & compliance, out of the box

Nebius meets a broad set of security and compliance standards. Fine-grained IAM controls, audit logs, and encrypted storage are available out of the box — so teams can meet security requirements without additional tooling.

Explore the Trust center

Support

Application support

Provided by Anyscale. See the documentation and project links above.

Infrastructure support

Provided by Nebius for the underlying cloud infrastructure.