Peach tree questions

Hi - I planted this peach tree that was a few years old last spring and one of the branches has grown significantly faster than the main trunk, and now is thicker and heavier than the trunk. If I prune it off it’s going to be more than half the tree, but I’m afraid of the weight if I leave it. Any advice on how I should handle this? Thanks in advance!