I have been in maternity clothes (well bottoms) since about 15 weeks.
I mostly bought my normal size, or 1 size either way, but would strongly advise to try them on, as I found even within the same brand (I think its pea in a pod) that I was different sizes in different styles.

I'm 39 weeks tomorrow, and its only really in the last week that they've started to feel a bit tight