No. Super Bowl MVP almost always goes to a veteran QB or established star, and rookies don’t usually get the role or trust to own that stage.
Plus rookies rarely even start in the Super Bowl — you'd need a wild playoff run AND a standout performance. The odds are just stacked against it.