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Pick up to three. Scores are curated estimates on a 0–10 scale. Lock-in: higher = worse.

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DimensionCoreWeaveRunPod
Overall7.78.3
Capability fit9.28.8
Price / performance5.59.0
Latency / reliability9.08.0
Developer & agent DX7.58.8
Privacy / data retention8.27.0
Lock-in risk (higher = worse)6.53.5
Maturity / track record8.88.2
PricingOn-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.