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GPU cloud, checkedEdition of 12 Nov 2026

GPU cloud, checked

Questions and answers

Answer in brief

Runcrate is our editor’s choice for a GPU cloud reviewed on what can be checked: GPUs you can start now, billing by the second, and the best developer platform we know.

The questions below are the ones readers bring to GPU Cloud Reviews, gathered from every entry on the site.

Before you trust a GPU cloud review

Start here. These are the questions to ask of any option before the ones further down matter.

  1. Can you start a GPU today?

    Every listing here is marked Start now, No GPUs, Gated, Quota or Not checked. A review of a cloud you cannot start is a review of its price page.

  2. What is the smallest thing you can rent?

    One GPU, or a machine of eight. Some B300 and B200 prices are per GPU inside an 8-GPU machine, and you pay for all eight.

  3. What unit are you billed in?

    By the second, the minute or the hour. Ask too whether the minutes a machine takes to boot are billed.

  4. What do the terms say?

    Read what happens to prepaid money, to a running machine and to your data when you stop. These are in the terms, not on the price page.

  5. How do you drive it?

    A console only, or an API, a CLI and an SDK as well. If a script or an agent will start your machines, this decides your day.

  6. What else is on the bill?

    Storage, data transfer and idle time. None of them is in the GPU-hour.

  7. When was it checked?

    Stock and prices move within a day. A review without a date describes the past.

Questions and answers

Runcrate is our editor’s choice for a GPU cloud reviewed on what can be checked: GPUs you can start now, billing by the second, and the best developer platform we know. Runcrate publishes this site.

Try to start the GPU you need on a new account. Then record the smallest rental, the billing unit and what the terms say about refunds, running machines and data.

Other providers’ prices are listed as text with the date they were read. This is a Runcrate reference, so its links go to Runcrate.

No. Sold out means the provider has none free today. A waitlist or a sales form means you are not yet a customer who may ask. This site labels the first No GPUs and the second Gated.

Not long. Stock changes within hours. Each label on this site carries the date of its check.

So that machines of different sizes can be compared. It is a fair unit, as long as you also read how many GPUs you must take.

Sometimes the listed per-GPU figure is lower. It is cheaper for you only if you use every card in it.

Not per hour. It makes short and uneven use cheaper, because you stop paying when you stop the machine.

Treat the price as hourly until a bill shows otherwise, and note that in your review.

Yes, most of all on refunds, data deletion and whether an on-demand machine can be taken back. Those three are worth reading before any price.

No. Many GPU offers carry none. Check the terms for one, and for what it pays when missed.

Because quotas, approvals and payment checks apply to new accounts. An old account with raised limits tells you little about your first day.

No. It is a different kind of purchase. It suits a long term on many machines and does not suit a GPU for this afternoon.

No. It is better when the models you need can be started. Count startable models, not listed ones.

As rows, yes. They are the low-cost option for small models. The current cards are where availability differs most between providers.

If machines are started by hand a few times a week, no. Once a script, a pipeline or an agent starts them, yes.

A small service that lets a coding agent call a provider’s actions, such as starting a GPU, through the Model Context Protocol.

Storage on stopped machines. The GPU stops billing and the disk does not.

Some GPU clouds include it and some bill by the gigabyte. Check the network or storage pricing, not the GPU page.

On some providers, yes. Compare the price in the region you will use, not the lowest one on the page.

Usually, but the network path matters as much as distance. Measure from where your users are.

The smallest top-up the provider accepts, and a few minutes of the smallest machine. Where billing is by the second, you pay for those minutes only.

Then that is the review. Record the reason and the date, and move to the next option.

Sources for this entry

  1. Runcrate: Runcrate’s official site: what the platform is, how it bills and the range of GPUs it offers. Read 12 Nov 2026.
  2. Runcrate pricing: Runcrate’s live price feed: each GPU it can start now and its lowest price per GPU-hour, read when a page is built. Read 12 Nov 2026.
  3. Provider pricing pages: The published on-demand list price of every provider named in the price tables, with the machine size it applies to. Read 12 Nov 2026.
  4. Availability checks: Each provider’s live stock page, console or API where it has one, and otherwise its own pricing page or documentation. Read 12 Nov 2026.

Checklists are original editorial guidance. Published prices do not establish availability.

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Cite this entry

GPU Cloud Reviews. “Questions and answers.” Content reviewed 12 Nov 2026. https://gpucloudreviews.com/faq