Because they want to make sure that the sorting algorithm works well for all possible workloads, not just the most preferable ones.

If we measured sorting algorithms by the fastest measurement, we might conclude that BubbleSort is the fastest possible sort algorithm on some inputs. (Bubblesorting an already-sorted list makes at most one comparison per list element)