That usually isn't true. Good players improve season to season. The best players improve during the season.
The rotation sophomores and freshmen have improved a lot over the course of the season. That isn't to say the upperclassmen haven't because they have, but it's more obvious for the underclassmen because they were so unrefined well into January.