I would think the spinners might sustain their rotation better if the axis of rotation was vertical (most actual historical abaci I’ve seen are designed to lie flat on a tabletop, though, yes, it doesn’t quite look like an abacus if my suggestion is followed). I am reminded of the upscale wooden toys that were marketed when my children were young, more as display objects for the parents than for actual use by kids.