One legitimate reason to not think supply reduces prices is because of big financial companies buying up lots of houses and having effectively free rein to price how they want. It removes the competitive piece. In many areas the new houses are built by a few large home builders doing a few large developments, and the new apartments are owned by a few large corporate owners. That can slow down prices reaching their market value.