Rarely have I had to carry more than 3 liters of water at a time but the few times I have needed more I found the 1 gallon jugs to be easiest to deal with since they can lashed down to a rack by their handle. Part of your touring kit should include a few feet of heavy cord or web strapping for those times you may need extra water.