RunPod vs Aquanode
GPU cloud with community and secure pods plus serverless endpoints
RunPod is a strong default for spinning a GPU up quickly and has a much larger template and community ecosystem than we do. The difference shows up on the second session: a RunPod pod's environment lives inside RunPod, while an Aquanode environment can be paused, snapshotted and restored onto a different provider entirely.
Where RunPod wins
- A far bigger template library and community catalogue — for most popular stacks there is already a working RunPod template.
- Serverless GPU endpoints with scale-to-zero, which we do not offer at all. If your workload is bursty request/response inference, that is the right shape and we are not it.
- Community Cloud pricing undercuts most secure capacity, ours included, when you are willing to take the availability trade.
Where Aquanode wins
- Your environment survives the box. Pause a deployment, come back tomorrow, resume with packages, model weights and config intact — instead of rebuilding from a fresh image every session.
- A snapshot taken on one provider restores onto another. Supply moved, price moved, or a region ran dry — the environment follows, rather than being stranded in the account that created it.
- One account across every provider we broker, so you are not maintaining separate logins, keys and billing per vendor to chase capacity.
- Automated backups are on by default when you attach storage at deploy time, at a 6-hour interval — you do not have to remember to configure them.
RunPod pricing vs Aquanode
RunPod figures are Secure Cloud on-demand, per GPU, read from their own pricing page on 2026-08-05. The Aquanode column is the lowest live per-GPU rate in our marketplace feed and moves on its own — the two columns are not measured the same way, so treat this as a starting point, not a quote.
Source: https://www.runpod.io/pricing — Secure Cloud on-demand, per GPU. Verified 2026-08-05. Vendors change prices; check theirs before deciding.
What we do not claim
Restoring an environment requires a snapshot that already exists. Stopping a deployment yourself captures it on the way out, so you can bring it back later on any provider. A provider-side termination is different: it is only recoverable if you had already switched automated snapshots on for that deployment, and it costs you the work since the last one. Automated snapshots are opt-in — nothing runs until you start it — and with none running there is nothing to restore.
`aq deploy --snapshot <id>` rents the cheapest matching GPU and restores your snapshot onto it — including onto a different provider than the one it came from. Creating the snapshot is a separate step today: the standalone ogre CLI on the box writes it.
RunPod vs Aquanode: common questions
Can I move a RunPod environment to Aquanode?
Not automatically — there is no RunPod import. What you can do is snapshot an Aquanode environment once you have built it here and restore that snapshot onto any provider we broker, which is the part that does not exist inside RunPod.
Is Aquanode cheaper than RunPod?
Sometimes, and it depends entirely on the day and the model — we broker across many providers, so the cheapest listing moves. Compare the live rates on this page against RunPod's published Secure Cloud rates rather than trusting a blanket claim. Cheap per hour is a commodity; the environment surviving between sessions is the thing that is hard to replace.
Does RunPod persist my environment between sessions?
RunPod offers network volumes that persist data, and they work well. The limit is scope: that volume lives in RunPod. An Aquanode snapshot can be restored onto a different provider, which is what matters when capacity or price moves.
