The first cube spinning tops I ever saw were made by Don Olney. Here are some metal versions:
What I have not seen but should work well, is a cube spinning top with the stem going in a direction different from the corners or the face centers of the cube. In theory a cube would be balanced when rotating around any axis that goes through its center.