The queue based mutual exclusion protocol establishes mutual exclusion for N > 1 threads by means of not necessarily atomic variables. In order to enter the critical section, a competing thread needs to traverse as many levels as there are currently competing threads. Competing threads can be overtaken by other competing threads. It is proved here, however, that every competing thread is overtaken less than N times, and that the overtaking threads were competing when the first one of them exits.