You would think but sometimes it's odd. My two longest distance catches were in 1979 on a black and white portable TV with rabbit ears only. In south suburban Chicago, I got KIII channel 3 in Corpus Christi, TX and channel 4 in St John's NL. (It doesn't exist today).
When I lived in Arlington Heights, IL on the second floor of an apartment complex with a master antenna, I could almost always pull in channels 8 and 13 from Grand Rapids, MI.
When I lived in southern Maryland (La Plata) I could always pull in channel 12 from Richmond, VA and Channel 17 from Philadelphia every night after the sun went down (and often before), yet could not get any Baltimore stations, This is with a portable TV with rabbit ears.
So it seems there is a lot of individual things like signal strength, location of transmitters and receiving antenna that go into play