I did some very rough back of the envelope calculations and came up with a sphere of radius 800km containing two billion cubic km of water. I used a mean water depth of 5km.
Sounds about right. The 6000 number for the radius of the earth makes the numbers easier and it makes up for the surface area of the land, so they sort of cancel out a bit.