What does the response time distribution analysis show?

The response time distribution analysis provides insights into how response times for a particular service are spread out over a defined period. This analysis reveals whether a service consistently delivers similar response times or if there are variations indicating a wide range of response times. By looking at the distribution, you can determine if most responses are quick, while some are significantly slower, which may point to performance issues, bottlenecks, or irregularities in service behavior. This information is crucial in understanding the user experience and optimizing service performance because it highlights consistency or inconsistencies in how the service responds to requests.

Other options touch on important metrics but do not represent the specific insights provided by the response time distribution analysis. For instance, the number of errors is more focused on quality rather than timing, average response time is a single metric that doesn't capture variance, and overall health status includes a broader range of performance indicators beyond just response times.