I don't get it. Why would you split? You choose the most profitable one and stick to it, until you find a more profitable coin, then you switch your entire mining power to it. Now, I remember during the time I was mining that the profitability of certain coins changed all the time, so I had to do a lot of switching but I never split my mining power. Maybe there are legitimate reasons to split but I never did so.