There very well may be something more effective than water but the economics are probably a barrier here. Water has some pretty amazing at absorbing heat considering how abundant it is. Moving to anything else becomes pricey quickly in a serious quanitiy. Heck, even the foam used is quite expensive in much smaller quantities.
Pouring tons of water is just not a good way to put out the fire.