Town militia seem to have no advantage over spear militia beyond the small initial price break. They are not better than spear at anything and are worse facing cavalry.

They do look different of course. I use them as garrison forces just for diversity.

Maybe the Byzantine spearmen just look different. Appearance is important. We wouldn't want every spear unit in the game to look the same!