You need to track metrics that indicate both speed and reliability, starting with Time to First Byte and cache hit ratio. It is also critical to monitor overall request throughput and watch for spikes in 4xx or 5xx error rates. These data points tell you if the server is actually offloading work from your main infrastructure.