Actually no, in most professional leagues the rookie of the year/season award is handed out to the best rookie whether that rookie performed below, above, or at the same level as their more experienced peers. They are graded only against other rookies.
Well, for rookies who outperform what's expected of rookies... rookies who perform at the same level as their more experienced peers.