About Rafay
Rafay is a commercial platform for Kubernetes operations that has expanded into AI infrastructure orchestration. It is aimed at enterprises, neoclouds and sovereign AI clouds that want to offer governed, self-service platforms on top of GPU and CPU resources.
The platform emphasizes multi-tenancy so several business units and developers can share the same infrastructure. Capabilities listed include standardizing add-ons, policies and cost controls across clusters, continuous cost analysis with automatic resource adjustment, and consuming EKS, AKS, GKE and OKE with enterprise controls. AI-focused offerings include an AI Factory for delivering applications and a Token Factory for token-metered model inference on shared GPUs.
Rafay supports private cloud and public cloud environments and publishes a GPU platform reference architecture created with NVIDIA. It is a proprietary product with a pricing page on its site.
Key features
- Multi-tenant Kubernetes management
- Policy and add-on standardization across clusters
- Continuous cost analysis and adjustment
- AI Factory self-service platform
- Token Factory for metered model inference
- Support for EKS, AKS, GKE and OKE
Good fit for
- →Offering GPU capacity as a self-service platform
- →Standardizing clusters across business units
- →Running AI workloads in private clouds
- Tags
- kubernetes
- ai-infrastructure
- gpu
- multi-tenancy
- platform-engineering
- cost-optimization
- private-cloud
Rafay: questions and answers
- What is Rafay used for?
- Rafay is an orchestration platform that turns GPU and CPU infrastructure into governed, self-service Kubernetes and AI platforms. It is a good fit for offering GPU capacity as a self-service platform, standardizing clusters across business units and running AI workloads in private clouds.
- How much does Rafay cost?
- Rafay doesn't publish fixed prices; pricing is quoted on request.
- Is Rafay open source?
- No. Rafay is proprietary (closed-source) software. Open-source alternatives to Rafay include KubeVela, Rancher and Claudie.
- What are some alternatives to Rafay?
- Rafay competes with Spectro Cloud, Platform9 and Red Hat OpenShift. For open-source options, see Enlisted's ranked list of open-source Rafay alternatives.
Open-source alternatives to Rafay
See all
KubeVela
Infrastructure & Containers
The Modern Application Platform.
Apache-2.0vs Humanitec★ 7.9k
Rancher
Infrastructure & Containers
Complete container management platform
Apache-2.0vs Amazon EKS★ 26k
Claudie
Infrastructure & Containers
Cloud-agnostic managed Kubernetes
Apache-2.0vs Amazon EKS★ 794
KubeStellar
Infrastructure & Containers
KubeStellar - a flexible solution for multi-cluster configuration management for edge, mul
Apache-2.0vs Azure Arc★ 715
Koordinator
Infrastructure & Containers
A QoS-based scheduling system brings optimal layout and status to workloads such as micros
Apache-2.0vs CAST AI★ 1.8k
Crane
Infrastructure & Containers
Crane is a FinOps Platform for Cloud Resource Analytics and Economics in Kubernetes cluste
Apache-2.0vs CAST AI★ 2.1k
SaaS alternatives to Rafay
See all
Spectro Cloud
Infrastructure & Containers
Kubernetes management platform for clusters across data center, cloud and edge
SaaS
Platform9
Infrastructure & Containers
Managed Kubernetes and private cloud platform for hybrid environments
SaaS
Red Hat OpenShift
Infrastructure & Containers
Enterprise Kubernetes application platform from Red Hat for hybrid and multi-cloud
SaaS
Mirantis
Infrastructure & Containers
Kubernetes and container platform vendor with Mirantis Kubernetes Engine
SaaS
Humanitec
CI/CD & DevOps
Platform orchestrator that provisions infrastructure for each deployment on request
SaaS
Azure Arc
Infrastructure & Containers
Azure management layer that extends services to on-premises, edge and multicloud environments
SaaS

