I thought exactly the same thing. Peltier's themselves don't really have a pathway for becoming as efficient as steam turbines but there are other methods currently in research.
One promising idea is to use sodium vapor in a fuel cell style device:
http://dx.doi.org/10.1016/j.jpowsour.2017.10.022