How many gallons of water, on average, is consumed during showering?

I need to buy a new water heater this week and am noticing quite a price discrepancy as the gallon size increases. I need to buy cheap so I'm looking for a smaller tank size that will still be adequate for my small home. (2 adults, 1 child. 1 bathroom. no dishwasher.)