Efficiencies of scale. Too small and you can't pack enough food for the trip or proper redundancies, still too small and you can't build the base fast enough, don't bring enough stuff on the trip and you need to make more trips..which are time limited due to the rendezvous. You end up inclined to 'as big as possible'