I have seen the tandem system used only once, by a co-worker. He had a big unit, working on night-current only(very cheap in our country), and a small unit after it, using day- and night-current. The small unit would quickly heat(big heating element), and would be fed with cooler water later in the day. That combi had a rather constant water temperature for a reasonable price. Thermostats were the same on both machines.