another option is to charge the batts up, unhook the charger for 24 -36 hrs, then use a digital VM, take a reading, and note it, wait 12-24 hrs and take another reading, and again. Over a 3-5 day period, you should see no loss in a charge, if you do, then you have a bad cell/batt. If your batt is not a sealed one, you can get the cell hydrometers at wally world in the auto dept for cheap and test the cells like suggested above as well.
GO BIG ORANGE !
I meant to behave, but there were just way too many other options available at the time.