A few years ago there was a slew of articles about storing energy by lifting and stacking heavy blocks of concrete.
I have no idea how efficient those designs are compared to hydro storage but I imagine they solve a problem for regions where there is no suitable site for the water reservoir.
Haven't seen that concept in the news recently, maybe it didn't pan out?
https://spectrum.ieee.org/gravity-energy-storage-will-show-i...