Because you hit half as many times with heavy weapons, its similar to saying the enemies armor is only 50% effective as it is for normal weapons.
But, heavy weapons have a big draw back too. The 2 second delay could really mess you up with trying to leave catacombs and mix that in with monster abilities and things can get dicey.
Also heavies are much more rare which means more expensive.