Before you rent a GPU

Compare a complete, usable configuration. The smallest per-GPU number can belong to a large instance, a reduced-memory partition or an interruptible offer. Use this checklist alongside the sourced comparison.

  1. Specify the workload. Record model or renderer, software versions, memory needs, runtime and quality or latency target. Verify that the GPU and environment are supported.
  2. Confirm the configuration. Check GPU family, PCIe/SXM/NVL variant, memory per GPU, GPU count, CPU, host RAM and disk. “Unspecified” is a question for the provider, not an assurance of equivalence.
  3. Confirm region and capacity. A price list is not a reservation. Check quota, deployment availability, data location and upload time.
  4. Calculate the full bill. Multiply the entire instance price by billed hours, then add storage, transfer, licenses, support and tax. Check the billing minimum. Include setup and idle time.
  5. Read lifecycle and interruption terms. Know whether the offer is spot, what survives a stop, and how to restore checkpoints. Commitments require a separate utilization calculation.
  6. Record your evidence. Save the provider quote, timestamp, exact configuration and catalog source version. Run a small representative job before a longer commitment.

What does “$2 per GPU-hour” mean?

As an arithmetic example, eight GPUs at $2 per GPU-hour cost $16 per instance-hour. Ten billed hours cost $160 before additional charges. The price does not mean the provider will rent a single GPU for $2.

Reviewed September 26, 2026. Rates are snapshots, not live quotes.