Who should rule- Normalman or Brainy Brian?

So, let's say that we could vote for someone to rule the entire world. The two leading canidates are Normalman, who is an accurate, fair representitive of all humanity on average. He is running against Brainy Brian, the smartest person to ever live. Who gets your vote and why?