How much does memory actually matter in an AI companion?

I tested two AI conversations recently. One remembered little things from earlier chats and the other basically treated every session like a fresh start. The difference was honestly bigger than I expected. If you use AI girlfriends, boyfriends, or companions, is long term memory one of the features you care about most?