For those going for the weight category, a great way to do it is grow several plants in several pots, then when you're done, select the best (biggest) to use as your entry :)
Theoretically you could do a greenhouse or warehouse full of them, all with slightly different conditions and fertilizers etc.... whichever turns out heaviest is your entry into the challenge.