What size should my first garden be?

I plan to grow three types of tomatoes, three types of hot peppers, corn, squash, peas, corn salad, carrots, pak choy, scallions and two types of radish. I’m doing this in a community garden. My plot size choices are 20 X 40 ft. or 20 X 20 ft. What’s my best choice?