Renter preferences in Philadelphia’s apartment market appear to be experiencing some changes. One- and two-bedroom apartments have maintained their strong appeal while studios have lost ground in recent years. This shift also partly reflects the recent development surge that has reshuffled vacancy patterns across unit types.