Compare providers
Pick up to three. Scores are curated estimates on a 0–10 scale. Lock-in: higher = worse.
| Dimension | CoreWeave | RunPod | Modal |
|---|---|---|---|
| Overall | 7.7 | 8.3 | 8.4 |
| Capability fit | 9.2 | 8.8 | 9.0 |
| Price / performance | 5.5 | 9.0 | 8.2 |
| Latency / reliability | 9.0 | 8.0 | 8.6 |
| Developer & agent DX | 7.5 | 8.8 | 9.6 |
| Privacy / data retention | 8.2 | 7.0 | 7.8 |
| Lock-in risk (higher = worse) | 6.5 | 3.5 | 4.5 |
| Maturity / track record | 8.8 | 8.2 | 8.2 |
| Pricing | On-demand H100 ~$6+/hr class historically; B200 higher; Kubernetes-native (CKS); often sales for large capacity. Public company. | Secure Cloud + Community Cloud; serverless per-second; H100 often ~$2–3+/hr depending tier; spot cheaper. | As of 2026-10-24 (modal.com/pricing, fetched 2026-10-24): Python-native serverless GPU/CPU billed per second of compute ('You never pay for idle resources'). GPU list rates per sec… |