We have found theoretically that parallel coupled single-electron transistors undergo a unique crossover from a cotunneling-only state to a predominantly sequential-tunneling state. As a result of the competition between the cotunneling and the sequential tunneling in the course of the crossover, a current dip instead of the usual current peak is observed.