Compare providers
Pick up to three. Scores are curated estimates on a 0–10 scale. Lock-in: higher = worse.
| Dimension | CoreWeave | GCP GPU (Compute/GKE) |
|---|---|---|
| Overall | 7.7 | 7.6 |
| Capability fit | 9.2 | 9.0 |
| Price / performance | 5.5 | 5.0 |
| Latency / reliability | 9.0 | 9.0 |
| Developer & agent DX | 7.5 | 7.2 |
| Privacy / data retention | 8.2 | 8.8 |
| Lock-in risk (higher = worse) | 6.5 | 7.8 |
| Maturity / track record | 8.8 | 9.8 |
| Pricing | On-demand H100 ~$6+/hr class historically; B200 higher; Kubernetes-native (CKS); often sales for large capacity. Public company. | A100/H100 via GCE/GKE; committed use discounts; tight Vertex coupling. |