Why use a benchmark?
Ideally, the best comparison test for systems would be your own application with your own workload. Unfortunately, it is often very difficult to get a wide base of reliable, repeatable and comparable measurements for different systems on your own application with your own workload. This might be due to time, money, confidentiality, or other constraints.