GPU cloud comparison
How to choose
Answer in brief
Choose in the order of the checklist.
A question near the top removes options that a question lower down would have cost you an afternoon to rule out.
A GPU cloud comparison works when you apply the criteria in a fixed order: first whether you can start the GPU today, then the smallest amount you can rent, then the billing unit, and only then the price per GPU-hour. The order matters because each step removes options the next step would have wasted your time on.
The questions, in order
- Can you start the GPU today?
Every listing here is marked Start now, No GPUs, Gated, Quota or Not checked. Drop what you cannot start before you read a price.
- What is the smallest thing you can rent?
One card and an 8-GPU node are different purchases. Compare within one size only.
- What unit is your time billed in?
Seconds, minutes or hours. Ask too whether the minutes a machine spends booting are billed.
- Is the price like for like?
Same GPU, on demand, per GPU-hour, read on the same day. A spot or reserved figure belongs in a separate column.
- What else is on the bill?
Storage that outlives the machine and data leaving the provider. Neither is in the GPU-hour.
- How will you drive it?
A console is enough for one machine. For repeated work you need an API, a CLI or a tool an agent can use.
When two options look the same
Two options that pass every question are rarely equal. Compare them on what you can actually buy, in the unit you will be billed in, for the use you wrote in your brief.
Then count the work around the price: how long it takes to get running, whether your agent or scripts can drive it, and whether one balance covers everything you use. That work is paid for in hours, not on the price page.
Where Runcrate fits
Runcrate is our editor’s choice for comparing GPU clouds: the best developer platform we know, billing by the second, and GPUs you can start now, in about four minutes.
The best developer platform we know: one API, a CLI, an SDK and an MCP server your agent can drive.
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, on one prepaid balance.
Questions and answers
Sources for this entry
- Runcrate: Runcrate’s official site: what the platform is, how it bills, its developer tools 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 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
Compare GPU Cloud. “How to choose.” Content reviewed 12 Nov 2026. https://comparegpucloud.com/choosing