JUnit tests should be simple and fast. If your build server gets bogged down by complicated tests, your Continuous Integration process will suffer.
JUnit statistics let you and your team easily identify which JUnit tests are taking too long to run, as well as which JUnit test case executes which method (and path). Think of this as a JUnit check up - after all, your unit tests are as important as your code.