We have used water before lithium, and it isn’t bad at all.
Not so great in a flat dry desert though. Pump storage is great when there is lots of water and a naturally occurring elevation, but there's lots of places on Earth that don't have that, but do have energy to store.
"Sink or swim, you're coming with me"