Peaker plants need to start up quickly, nuclear plants or coal plants using steam turbines take a long time to get rolling.
Peaker plants today are all or nearly all natural gas, they operate like jet eingines, because they are jet engines, and fire up about as quickly. They have no need to heat steam to a certain pressure/T.
Hydrostorage is another option, but rarely used so far.