This is my experience as well.
I also think the walls of the heels for derbies are too low / shallow to grip the heels. @GrantStone Any recommendation to alleviate that?
Yeah the heel wall feel shallow for me as well. It's about 1/2" shorter than my AE dress shoes. I also think the heel cup should lean inward to help lock down the heel like this, instead of curving like this