Practical
A practical brief
Answer in brief
Write the brief before you compare anything.
It turns an open search into a short list you can check in an afternoon.
A cloud GPU is cheap when the bill is small, not when the hourly figure is. Four things decide the bill: the unit you are billed in, the smallest amount you can rent, the time the machine sits idle, and whether you can start the GPU at all.
The brief
Copy these lines and fill each one in. Leave nothing as “depends”: a line you cannot fill is the first thing to find out.
- Workload:Training, fine-tuning, inference or a batch job, and the model it runs.
- GPU model:The model you need, and the next one down that would also do.
- How many GPUs:The count you need at once. Note whether one machine must hold them all.
- Hours:Hours per day and days per month. This decides on demand against a term.
- Start date:Today, this week or a fixed date.
- Region:Where the data may be processed, if that is fixed.
- Billing unit:By the second, the minute or the hour, and whether boot time may be billed.
- Ceiling per GPU-hour:The most you will pay per GPU-hour for the smallest rental you can take.
- Storage and transfer:How much data stays between runs and how much leaves the provider.
How to use it
Send the same brief to every option you consider, or hold each one against it yourself. An option that cannot answer a line has answered it.
Keep the date on it. A brief filled in this week and a price read last month do not belong on the same page.
How Runcrate fits the brief
Runcrate is our editor’s choice for a cheap cloud GPU: billing by the second with booting never billed, GPUs you can start now, and 26 GPU models from $0.23/hr.
Billed by the second on most GPUs. Booting is never billed.
GPUs you can start now, in about four minutes.
26 GPU models from $0.23/hr, RTX 5090 to B300.
One prepaid balance for GPUs, models and storage.
Questions and answers
Sources for this entry
- Runcrate: Runcrate’s official site: what the platform is, how it bills and the range of GPUs it offers. Read 12 Nov 2026.
- 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.
- Provider pricing pages: The published on-demand list price of every provider named in the price tables, with the machine size and billing unit it applies to. Read 12 Nov 2026.
- 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.
- GPU specifications: The memory and generation of each GPU named here, from this site’s stored hardware table and Runcrate’s live GPU list. Read 12 Nov 2026.
Checklists are original editorial guidance. Published prices do not establish availability.
Continue this reading path
Cite this entry
Cheap Cloud GPU. “A practical brief.” Content reviewed 12 Nov 2026. https://cheapcloudgpu.com/brief