Rafay alternative for GPU cloud and neocloud operators (2026) · FusioNative
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Alternatives

A Rafay alternative with the full stack integrated

Rafay and FusioNative both help operators sell GPU cloud services. How they differ, where each fits, and what to ask in an evaluation.

Last updated · Fusionative

Short answer

FusioNative is a Rafay alternative for GPU cloud operators who want the cloud-operations layer and the infrastructure services beneath it in one product: tenancy, catalog, quotas and metering, plus KubeVirt VMs, Ceph storage, Cilium networking, model serving, security and observability, self-hosted or air-gapped.

Why teams look

Why teams look for a Rafay alternative

Integrated vs orchestration-first

Rafay orchestrates Kubernetes, VMs and Slurm on top of existing infrastructure and integrates with partners for storage and networking. Some operators prefer a suite that ships those layers too.

Control-plane location

Rafay offers SaaS and self-hosted controllers, including air-gapped installs. Operators choose based on where they want the control plane and who operates it.

Billing system of record

Rafay meters usage and exports chargeback data to the provider's billing system. Operators compare how each platform fits their own billing.

Checklist

What to look for in a replacement

  • Tenancy model and isolation options for untrusted customers
  • GPU sharing options and supported accelerators
  • Metering units (GPU-hour, token) and the path into your billing system
  • Which infrastructure layers are included vs integrated from partners
  • Self-hosted and air-gapped operation, including licensing and upgrades
  • Total cost at your node count, including support

Fit

Where FusioNative fits as a Rafay alternative

One suite from storage to catalog

Ceph, Cilium, KubeVirt, model serving, Shield security, observability and FinOps ship with the cloud layer.

Four platforms

AI Cloud, NEO Cloud, Sovereign AI Cloud and Air-Gapped AI Cloud from one product.

Self-hosted by design

The control plane runs on your estate, including offline.

When FusioNative is not the right choice

  • You already standardized on separate storage and networking vendors and only want an orchestration layer above them.
  • You prefer a vendor-hosted SaaS controller.
  • You need specific integrations Rafay has certified, such as its NVIDIA AI Cloud-Ready validation.

Migration

How teams move

  1. 1

    Compare like for like

    Map tenants, SKUs, quotas and metering units between the two platforms.

  2. 2

    Pilot on one region or cluster

    Stand up FusioNative alongside, move a first tenant group, and reconcile metering.

FAQ

Frequently asked questions

Does Rafay support multi-tenancy and metering?

Yes. Rafay documents multi-tenancy, a self-service catalog, quotas, GPU sharing including MIG, token metering and chargeback export. The differences with FusioNative are in how much of the infrastructure stack is included and how it is deployed.

Can Rafay run air-gapped?

Yes. Rafay documents a self-hosted, air-gapped controller installation. FusioNative also supports fully air-gapped installs.