Normalize the unit, then check the bill
Consider an illustrative eight-GPU instance priced at $24 per hour. Its normalized rate is $3 per GPU-hour. If the provider rents only the whole instance, one hour still costs $24. A separate one-GPU instance at $4 per hour has a higher normalized GPU price but a smaller total hourly commitment.
These numbers illustrate the calculation; they are not observed provider quotes. A useful table should show GPU count, the normalized rate and the whole-instance price together.
| Illustrative offer | GPUs | Instance-hour | GPU-hour |
|---|---|---|---|
| Whole server | 8 | $24 | $3 |
| Single-GPU instance | 1 | $4 | $4 |
The advertised compute rate is one part of cost
Check how the provider bills partial hours, whether capacity is interruptible, whether a commitment is required, and what CPU, memory and storage are attached. Network transfer and persistent storage may be charged separately. Credits and promotions can also change the payable amount without changing the public rate.
A rental reference compares an explicitly defined set of advertised observations. It is not a complete invoice estimate. Comparing references across pricing lanes requires reconciling the terms rather than treating every hourly number as equivalent.
Why the initial GPUIndexes basket uses one GPU
The initial benchmarks require exactly one GPU per instance. That removes the multi-GPU commitment difference from the basket and makes the instance-hour and GPU-hour base compute prices numerically equal for the included offers.
Other differences remain, including region and non-GPU resources. The methodology names those limits, and the quote export supplies the observed provider and region so you can investigate an offer before booking.
An offer count is not a GPU count
Several configurations or regions can refer to shared underlying capacity. Ten qualifying offers do not establish that ten physical GPUs are simultaneously available. Provider coverage is likewise a count of provider entries with eligible observations, not verified market share.
Use these measures to understand the sample behind a reference price. The provider remains the source for confirmation of bookable capacity and the final bill.