
Rafay
6.2/10Rafay is a SaaS or self-hosted platform that automates Kubernetes and GPU infrastructure operations across clouds, data centers and edge for enterprises, telcos and neoclouds.
Data last updated November 2026 · Our methodology
Overview
Rafay Systems, based in Sunnyvale, California, sells the Rafay Platform. It started as a Kubernetes Operations Platform and has grown into an orchestration layer for both Kubernetes and GPU infrastructure. It is not a host itself. Platform teams use it to manage cluster lifecycle across EKS, AKS, GKE, OKE, private clouds and on-premises environments, with standard blueprints, OPA-based policy, role-based and zero-trust access, a GitOps pipeline service, and backup and restore. Newer modules, AI Factory and Token Factory, let telcos, sovereign clouds and GPU neoclouds offer bare-metal GPUs, VMs, Kubernetes, SLURM clusters, notebooks and token-metered inference to their own tenants, with quotas and chargeback. Reported customers include TELUS, MoneyGram, Guardant Health, Samsung and Palo Alto Networks. Pricing is contract-based: a platform fee plus a per-node or per-GPU/CPU unit fee, with volume discounts. Standard support during US business hours is included, and 24x7 support costs an extra 20%. On AWS Marketplace, a 12-month contract for 50 nodes is listed at $240,000 and a self-hosted controller at $100,000 a year. Rafay connects to Slack, Microsoft Teams, PagerDuty, Jira, ServiceNow, Datadog, Elasticsearch and Loki, and offers a Terraform provider, the RCTL CLI and an API. Its main limitation is cost and complexity. Reviewers describe it as an enterprise governance tool with a learning curve and licensing above many Kubernetes tools, and one competitor's review calls it overkill for teams with only a few clusters.
Our Rating
AI Software5.9/10
Hosting & Infrastructure6.4/10
Who Rafay is best for
Best software for EnterpriseGood fit
Contract pricing starting around $240,000 a year, fleet governance, and Fortune 50 and large telco customers make it an enterprise product.
Central platform and IT operations teams use it to standardize and govern many Kubernetes clusters across clouds and data centers.
Customers include MoneyGram, and reviewers describe its policy-first approach as suited to regulated sectors such as banking.
Less suited
Guardant Health and Amgen appear as customers, and SOC 2 Type II covers the hosted service.
It gives developers self-service and GitOps access, but reviewers say its restrictions can slow developer workflows.
The minimum published marketplace contract and the governance-heavy design are too much for small teams with few clusters.
Pros & Cons
Pros
- Manages lifecycle, policy and access for clusters on EKS, AKS, GKE, OKE, private clouds and on-premises from one console, which reviewers value most.
- Role-based and zero-trust access lets teams work on clusters without passing kubeconfig files around.
- Usage billing is based on running averages with a true-up-forward policy, so short spikes in node count are not charged.
- A self-hosted controller and air-gapped deployments are available for sovereign and regulated environments.
- Provides the RCTL CLI, an API and a Terraform provider for platform resources, including backup policies.
- PeerSpot reviewers rated support responsive and knowledgeable.
Cons
- Very expensive for small fleets: the smallest AWS Marketplace bundle is $240,000 for 50 nodes over 12 months.
- Detailed pricing is not public on Rafay's own site, so buyers have to talk to sales.
- Reviewers report a learning curve and documentation that new team members find hard to follow.
- One reviewer reports lag with high-throughput log streaming and Kafka-heavy workloads.
- A competitor's review calls it rigid for developers and overkill for organizations with fewer than about 10 clusters.
- Product documentation sits behind a login, which makes evaluation before purchase harder.
Key Features
Rafay Pricing
100 Nodes (12-month contract)
- Up to 100 managed nodes
- 24/7 support included in the marketplace bundle
1000 Nodes (12-month contract)
- Up to 1000 managed nodes
- 24/7 support included in the marketplace bundle
- Other bundles listed at 400, 550, 700 and 750 nodes
250 Nodes (12-month contract)
- Up to 250 managed nodes
- 24/7 support included in the marketplace bundle
50 Nodes (12-month contract)
- Up to 50 managed nodes
- AWS Marketplace contract
- Node is a physical or virtual server
- 24/7 support included in the marketplace bundle
500 Nodes (12-month contract)
- Up to 500 managed nodes
- 24/7 support included in the marketplace bundle
Custom (direct from Rafay)
- EDU and GOV discounts on request
- Volume discounts as node count grows
- Standard support during US business hours
- Platform fee plus per-node or per-GPU/CPU unit fee
- Same price for production and non-production nodes
- True-up forward, with no charge-back for past overages
- Billing on running average usage, so spikes are not charged
Frequently Asked Questions
Rafay charges a platform fee plus a per-node or per-GPU/CPU unit fee, with volume discounts. On AWS Marketplace, 12-month bundles run from $240,000 for 50 nodes to $1,836,000 for 1,000 nodes.
Rafay's pricing page and AWS Marketplace listing do not mention a free trial or free plan. A third-party directory claims a trial exists, so confirm with sales.
Direct contracts include standard support during US business hours, 8AM to 8PM EST. 24x7x365 Enterprise Support costs an extra 20% of the subscription. AWS Marketplace bundles state that 24/7 support is included.
Yes. A self-hosted controller is listed on AWS Marketplace at $100,000 a year, and Rafay markets in-region, private and air-gapped deployments for sovereign clouds.
Rafay completed a SOC 2 Type II audit covering security, availability, processing integrity, confidentiality and privacy. ISO 27001 appears only on third-party profiles and could not be confirmed.
Rafay manages Amazon EKS, Azure AKS, Google GKE and Oracle OKE, as well as private cloud and on-premises clusters, including GPU and SLURM environments for AI workloads.
Yes. Its Backup and Restore service deploys an agent to clusters, writes to S3 or S3-compatible locations with retention periods, and supports restores. It can be configured through the UI, RCTL, the API or Terraform.
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See Rafay in the listRafay is #288 in AI Software by our score.





