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Rafay

6.2/10

Rafay 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

6.2
out of 10

AI Software5.9/10

Integration
7
Analytics
6
Customization
7
Ease of Use
5
Support
7
Cost
2
Scalability
8
Security
8

Hosting & Infrastructure6.4/10

Integration
7
Support
7
Cost
2
Customization
7
Security
8
Reliability
7
Ease of Use
5
Analytics
6
Scalability
8

Who Rafay is best for

Best software for Enterprise

Good 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

API and CLI
Managed Kubernetes
Git Deployments
Automatic Backups

Rafay Pricing

100 Nodes (12-month contract)

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  • Up to 100 managed nodes
  • 24/7 support included in the marketplace bundle
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1000 Nodes (12-month contract)

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  • Up to 1000 managed nodes
  • 24/7 support included in the marketplace bundle
  • Other bundles listed at 400, 550, 700 and 750 nodes
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250 Nodes (12-month contract)

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  • Up to 250 managed nodes
  • 24/7 support included in the marketplace bundle
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50 Nodes (12-month contract)

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  • Up to 50 managed nodes
  • AWS Marketplace contract
  • Node is a physical or virtual server
  • 24/7 support included in the marketplace bundle
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500 Nodes (12-month contract)

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  • Up to 500 managed nodes
  • 24/7 support included in the marketplace bundle
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Custom (direct from Rafay)

Contact for pricing
  • 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
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Open interactive pricing calculatorGet a tailored cost breakdown for your team size, billing cycle, and add‑ons.

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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Rafay is #288 in AI Software by our score.

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