I usually do the second as the 'stump' of this plant is very good at branching and producing many more shoots. I also float sections of stems because they also produce branches. To explain: if you trim the plants down and then trim all the tops to a similar length, the part that is left with a cut on both ends is capable of growing stems when left floating in an aquarium.