When using a bubble counter....it is filled with water say 3/4 full, how often should that water be replaced?

The reason I am asking, is that I had mine full of water then within a week it is now less than 1/2 of what I put in. I checked for a leak and can see none unless it is very small, my eyes aren't that good

This is a puzzle to me.