GPU Cloud Providers Compared Independently
Twelve GPU cloud providers compared on dated prices, billing step, node size, storage and egress: marketplaces, neoclouds, serverless and hyperscalers.
Four kinds of GPU cloud
| Kind | Examples | Good for | Watch out for |
|---|---|---|---|
| Neocloud (GPU-first cloud) | Lambda, Hyperstack, CoreWeave, Together AI, Jarvislabs | training and inference at lower hourly rates | capacity can sell out; some rent only whole nodes |
| Developer cloud | RunPod, DigitalOcean, Vultr | quick single-GPU work, templates | billing minimums, storage rules |
| Serverless | Modal, RunPod Serverless | bursty inference you pay for by the second | CPU and memory billed on top; cold starts |
| Hyperscaler | AWS, Azure, Google Cloud, Oracle | integration with an existing cloud, compliance | much higher on-demand GPU rates; 8-GPU VMs |
| Marketplace | Vast.ai | lowest prices from independent hosts | reliability varies by host; prices set by hosts |
Provider by provider (26 October 2026)
| Provider | H100 on-demand | Billing step | Egress | Notes |
|---|---|---|---|---|
| Hyperstack | $2.50 PCIe, $3.20 SXM | per minute | free | prepaid balance (source) |
| RunPod | $2.89 PCIe, $3.99 SXM | per second | not stated | idle volumes $0.20/GB-month (source) |
| Jarvislabs | $3.49 | per minute | free in region | spot from $1.54 (source) |
| Modal | $3.95 | per second | $0.04/GiB after 1 TiB | serverless; CPU and RAM extra (source) |
| Lambda | $3.99 | not stated | free | (source) |
| Together AI | $3.99 | hourly | not stated | spot $1.99 (source) |
| DigitalOcean | $4.41 | per second, 5-minute minimum | large allowance included | billed while powered off (source) |
| CoreWeave | $6.16 per GPU | not stated | free | 8-GPU nodes only (source) |
| Azure | $12.29 per GPU | per second | paid | ND H100 v5 is an 8-GPU VM (source) |
Vultr lists H100 only on long contracts, and Vast.ai prices are set live by hosts, so neither has an H100 on-demand price in our table. Google Cloud, AWS and Oracle are being checked by hand.
How to choose
- Size the job first with the VRAM calculator.
- Price the whole job with the cost calculator.
- Check capacity and region on the provider's page before you start.
Spotted an error or a figure that has changed? Let us know