Where are you getting your numbers from? Philadelphia's cost of living is higher than say.... Dallas (And Houston And Austin). Plus DFW metropolitan area is the 4th largest in the US (7.2 million) whereas Philly is 7th (6 million).
Sorry..I couldn't resist using Dallas as an example considering it is American Football season.