Neither UK size 4 or 5 doc martens fits me...?

4 is uncomfortably snug, and in a 5 my heels are always about to slip out. They don't have half sizes, so would you recommend that I go down and try to stretch them, or up and fill in the gaps (but I want to wear them with tights so this wouldn't work that well)? any other solutions? :P