In what situation would you buy gp10's?

Is there a particularly good time to buy gp10 items?

Is it more useful to buy them early and sell them later for a potential profit, and how long do you need the gp10 to actually make a profit from it? Because it takes awhile for them to be profitable, is buying them later in the game a bad idea?