The choice affects capacity, security, cost and SRE complexity.
MODEL SERVINGADVANCED LLMOPS
Choose Managed vs Self-Hosted Serving
Managed APIs trade infrastructure control for provider dependence; self-hosting trades provider dependence for operational responsibility.
A regulated workload self-hosts one model while general workloads use managed providers.
Which constraint justifies taking on self-hosted inference operations?
REMEMBERServing strategy is an operating-model decision.
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