Compare providers
Pick up to three. Scores are curated estimates on a 0–10 scale. Lock-in: higher = worse.
| Dimension | CoreWeave | AWS GPU (EC2/P5/SageMaker) |
|---|---|---|
| Overall | 7.7 | 7.7 |
| Capability fit | 9.2 | 9.4 |
| Price / performance | 5.5 | 4.8 |
| Latency / reliability | 9.0 | 9.5 |
| Developer & agent DX | 7.5 | 7.0 |
| Privacy / data retention | 8.2 | 9.0 |
| Lock-in risk (higher = worse) | 6.5 | 8.0 |
| Maturity / track record | 8.8 | 9.9 |
| Pricing | On-demand H100 ~$6+/hr class historically; B200 higher; Kubernetes-native (CKS); often sales for large capacity. Public company. | P5/P4d etc. often $4–7+/GPU-hr on-demand; Savings Plans/spot help; SageMaker adds managed tax. |