Air conditioners have a COP of about 3 though. So really its more like 3.5kwh of storage. If you want to go lower temperature to store more then your COP drops.
I know that IceBear left the water around 45F, so take that for what you will.
Either way, we aren't talking about entire swimming pools here. Just a small, single digit number of cubic meters of water.