Actual stored ampere hours are probably the most realistic figure to go by. A battery discharge test will give you that figure. Most batteries are normally rated for a ten hour discharge rate unless otherwise specified.
How far a battery can fall in capacity before it becomes unsurvicable is a debatable point.