Prometheus data is considered ephemeral, functioning more like a cache than a permanent store. For high availability, deploying a second Prometheus server can help mitigate reliance on a single machine, though slight differences in metrics between instances are generally acceptable. The inherent race conditions in monitoring mean that variations in data collection are expected and should be accounted for in a resilient monitoring strategy.
