Price floor Every GPU at least 30% below the market median — re-checked against the marketplace weekly.

See the proof

Template · Desktops & VMs

Run an Ubuntu desktop GPU VM, in minutes

The Ubuntu VM with a GNOME desktop over VNC/RDP — a full graphical workstation. The Ubuntu VM with a GNOME desktop over VNC/RDP: a full graphical workstation with hardware GPU passthrough. Install anything — proprietary renderers, CAD, research tools with dongles on reserved machines — and work as if the card were under your desk. From $0.131/hr on an interruptible RTX 4090.

Boots in minutes

A full KVM virtual machine with the GPU passed through: your kernel, root, systemd.

Template is free

You pay the GPU price only: Ubuntu Desktop VM on a RTX 4090 is $0.262/hr on-demand, $0.131/hr interruptible, billed per second.

Volumes for state

Models, datasets and outputs live on a $0.08/GB/mo volume; the instance stays disposable.

Private by default

Dedicated GPU, encrypted disk, crypto payments, no KYC, no stored IPs — SSH behind your own credentials.

Best GPUs for Ubuntu Desktop VM

Three price points that run this template well — Good, Better, Best. Every model in the catalogue works; these are the value picks.

TierGPUVRAMOn-demandInterruptibleWhy this cardAction
GoodRTX 409024 GB$0.262$0.131Consumer speed for interactive creative work.Deploy
BetterRTX 6000Ada48 GB$0.513$0.25648 GB ECC and studio drivers for CAD and rendering.Deploy
BestRTX PRO 6000 WS96 GB$1.097$0.54896 GB for production scenes and huge datasets.Deploy

Need more VRAM? The full catalogue lists all 76 models with live availability; the VRAM guide sizes models to cards.

Deploy Ubuntu Desktop VM from the console, CLI or API

Pick the template in the console deploy bar, or script it:

  • Console — filter by GPU, choose Ubuntu Desktop VM in the template picker, set disk and env, deploy.
  • CLIpip install powergpu, then the command on the right. CLI reference.
  • APIPOST /v1/instances with "template": "ubuntu-desktop-vm". REST reference.
  • Own image — any OCI reference works too; we inject the NVIDIA runtime. Template docs.
deploy — ubuntu-desktop-vm
$ powergpu launch --gpu rtx-4090 --template ubuntu-desktop-vm \
    --disk 100 --volume models:/workspace/models
 instance i-7a41c0e2 running (2m38s)
# Ubuntu Desktop VM · RTX 4090 · $0.262/hr · per second
# https://i-7a41c0e2.powergpu.io:8000 (TLS)
$ powergpu stop i-7a41c0e2   # billing ends this second

What is inside the Ubuntu Desktop VM template

Imagepowergpu/kvm:ubuntu-desktop
CUDAinherits host driver (any 12.x / 13.x)
AccessSSH shell · full virtual machine (KVM)
CategoryDesktops & VMs
StorageInstance NVMe disk (sized at deploy) + optional network volumes
BillingGPU price only, per second — no template fee, no setup fee

Other desktops & vms templates

Ubuntu Desktop VM on a cloud GPU: FAQ

Environment variables, ports and custom images are covered in the template docs.

How much does it cost to run Ubuntu Desktop VM on a cloud GPU?

Only the GPU price — the template is free. From $0.131/hr on an interruptible RTX 4090, $0.262/hr on-demand on a RTX 4090. Billing is per second, so an hour of tinkering costs an hour, not a day. Storage is $0.08/GB/month.

How long does Ubuntu Desktop VM take to start?

Two to four minutes: this template is a full virtual machine that boots its own kernel. Restarting a stopped instance is faster, and your disk is exactly as you left it.

Can I keep my models and outputs between sessions?

Yes — attach a volume at deploy. Everything on the volume survives instance destruction and mounts on the next instance in the region in seconds, at $0.08/GB/month. The instance disk itself survives stop/start but not destroy.

Can I run Windows instead?

Containers are Linux-only, but VMs can boot a Windows image you licence yourself (BYOL) via the custom qcow2 import.

Deploy your first GPU in under a minute

Top up in crypto, benchmark us against your current provider. Per-second billing, fixed prices ≥ 30% below market — cancel by just stopping the instance.