How does one rig a system to favor later bidders instead of earlier bidders when it can't know if 3 people are going to bid or 300?

It's just perception. You're using a very small data sample trying to draw conclusions and it just won't work.

However, you are welcome to bid late instead of early if you feel that's going to improve your chances of winning.