Ride the bike that is the most comfortable when doing a century. Any discomfort gets worse as the ride gets longer. A lightweight bike with skinny high pressure tires and aggressive posture will likely cause you to slow down and take longer at controls to sooth your numb hands and sore neck.
No matter what you ride, use your most comfortable saddle.