Each band is the hourly price range inside a provider tier. Hyperscalers sit on top, marketplaces at the bottom — the vertical gap between them is the tier premium.
The horizontal axis runs from Spot (interruptible) through On-demand and then through reserved tiers by term length. Each line is a provider — the slope is the discount they apply for longer commitments. Sparse coverage at any tier reflects which providers publish that pricing publicly.
| Provider | Region | Type | Median $/GPU-hr | Min | Max | Obs |
|---|---|---|---|---|---|---|
| Google Cloud | ap-southIN | spot | $1.740 | $1.740 | $1.740 | 1 |
| Amazon Web Services | eu-northSE | spot | $1.843 | $1.843 | $1.843 | 1 |
| Nebius | — | spot | $2.900 | $2.900 | $2.900 |
| 1 |
| Nebius | — | reserved | $3.580 | $3.580 | $3.580 | 1 |
| Nebius | us-centralUS | spot | $3.600 | $3.600 | $3.600 | 2 |
| Google Cloud | eu-centralDE | spot | $4.041 | $2.659 | $5.424 | 2 |
| DataCrunch | eu-northSE | spot | $4.055 | $4.054 | $4.055 | 4 |
| CoreWeave | — | spot | $4.260 | $4.260 | $4.260 | 1 |
| Google Cloud | us-eastUS | spot | $4.639 | $4.076 | $5.202 | 2 |
| Google Cloud | us-westUS | spot | $4.696 | $4.227 | $5.165 | 2 |
| Nebius | me-centralAE | spot | $4.800 | $4.800 | $4.800 | 2 |
| Google Cloud | ap-southeastSG | spot | $5.392 | $5.392 | $5.392 | 1 |
| Google Cloud | eu-northSE | spot | $5.437 | $5.437 | $5.437 | 1 |
| Nebius | — | on-demand | $5.500 | $5.500 | $5.500 | 1 |
| Amazon Web Services | us-westUS | spot | $5.717 | $5.717 | $5.717 | 1 |
| Amazon Web Services | eu-westIE | spot | $5.858 | $5.858 | $5.858 | 1 |
| Vast.ai | us-westUS | spot | $5.938 | $5.938 | $5.938 | 1 |
| Vast.ai | us-westUS | on-demand | $6.252 | $6.252 | $6.252 | 1 |
| Google Cloud | ap-northeastJP | spot | $6.523 | $6.523 | $6.523 | 1 |
| Lambda Labs | — | on-demand | $6.690 | $6.690 | $6.690 | 1 |
| Amazon Web Services | ap-southIN | spot | $6.861 | $6.861 | $6.861 | 1 |
| Lambda Labs | me-centralAE | on-demand | $6.890 | $6.690 | $6.990 | 3 |
| Lambda Labs | us-eastUS | on-demand | $6.890 | $6.690 | $6.990 | 3 |
| Lambda Labs | ap-northeastJP | on-demand | $6.890 | $6.690 | $6.990 | 3 |
| Lambda Labs | ap-southIN | on-demand | $6.890 | $6.690 | $6.990 | 3 |
| Lambda Labs | ap-southeastSG | on-demand | $6.890 | $6.690 | $6.990 | 3 |
| Lambda Labs | europe-central-1 | on-demand | $6.890 | $6.690 | $6.990 | 3 |
| Lambda Labs | us-centralUS | on-demand | $6.890 | $6.690 | $6.990 | 3 |
| Lambda Labs | us-westUS | on-demand | $6.890 | $6.690 | $6.990 | 3 |
| RunPod | us-eastUS | on-demand | $7.990 | $7.990 | $7.990 | 2 |
| RunPod | eu-centralDE | on-demand | $7.990 | $7.990 | $7.990 | 1 |
| DataCrunch | eu-northSE | on-demand | $8.110 | $8.109 | $8.110 | 4 |
| Nebius | us-centralUS | on-demand | $8.500 | $8.500 | $8.500 | 2 |
| Nebius | me-centralAE | on-demand | $8.500 | $8.500 | $8.500 | 2 |
| CoreWeave | — | on-demand | $8.600 | $8.600 | $8.600 | 1 |
| Amazon Web Services | us-eastUS | spot | $9.316 | $8.395 | $10.24 | 2 |
| Google Cloud | us-westUS | on-demand | $11.28 | $11.28 | $11.28 | 1 |
| Google Cloud | us-eastUS | on-demand | $11.28 | $11.28 | $11.28 | 1 |
| Google Cloud | us-centralUS | on-demand | $11.28 | $11.28 | $11.28 | 1 |
| Google Cloud | eu-northSE | on-demand | $11.28 | $11.28 | $11.28 | 1 |
| Google Cloud | eu-centralDE | on-demand | $11.28 | $11.28 | $11.28 | 1 |
| Google Cloud | ap-southeastSG | on-demand | $11.28 | $11.28 | $11.28 | 1 |
| Google Cloud | ap-southIN | on-demand | $11.28 | $11.28 | $11.28 | 1 |
| Google Cloud | ap-northeastJP | on-demand | $11.28 | $11.28 | $11.28 | 1 |
| Oracle Cloud | ca-centralCA | on-demand | $14.00 | $14.00 | $14.00 | 1 |
| Oracle Cloud | me-centralAE | on-demand | $14.00 | $14.00 | $14.00 | 1 |
| Oracle Cloud | mx-monterrey-1 | on-demand | $14.00 | $14.00 | $14.00 | 1 |
| Oracle Cloud | mx-queretaro-1 | on-demand | $14.00 | $14.00 | $14.00 | 1 |
| Oracle Cloud | sa-eastBR | on-demand | $14.00 | $14.00 | $14.00 | 1 |
| Oracle Cloud | us-eastUS | on-demand | $14.00 | $14.00 | $14.00 | 1 |
| Oracle Cloud | us-westUS | on-demand | $14.00 | $14.00 | $14.00 | 1 |
| Oracle Cloud | af-southZA | on-demand | $14.00 | $14.00 | $14.00 | 1 |
| Oracle Cloud | ap-northeastJP | on-demand | $14.00 | $14.00 | $14.00 | 1 |
| Oracle Cloud | ap-southIN | on-demand | $14.00 | $14.00 | $14.00 | 1 |
| Oracle Cloud | ap-southeastSG | on-demand | $14.00 | $14.00 | $14.00 | 1 |
| Oracle Cloud | eu-centralDE | on-demand | $14.00 | $14.00 | $14.00 | 1 |
| Oracle Cloud | eu-northSE | on-demand | $14.00 | $14.00 | $14.00 | 1 |
| Oracle Cloud | eu-southIT | on-demand | $14.00 | $14.00 | $14.00 | 1 |
| Oracle Cloud | eu-westIE | on-demand | $14.00 | $14.00 | $14.00 | 1 |
| Amazon Web Services | us-eastUS | on-demand | $14.24 | $14.24 | $14.24 | 1 |
| Amazon Web Services | us-westUS | on-demand | $15.67 | $14.24 | $17.09 | 2 |
| Amazon Web Services | us-centralUS | on-demand | $17.09 | $17.09 | $17.09 | 1 |
| Amazon Web Services | eu-northSE | on-demand | $17.91 | $17.91 | $17.91 | 1 |
| Amazon Web Services | ap-southIN | on-demand | $20.08 | $20.08 | $20.08 | 1 |
| Amazon Web Services | eu-westIE | on-demand | $21.79 | $21.79 | $21.79 | 1 |