Cost, availability of materials and you can scale the battery by getting bigger tanks. The flip side is that the amount of power they can deliver doesn't scale

Cost, availability of materials and you can scale the battery by getting bigger tanks. The flip side is that the amount of power they can deliver doesn't scale this way, just the amount of energy storage. Also round trip efficiencies aren't great. For stationary storage size matters less.