The quality of implementation plays a huge role for me. For example, I might stop using an app if it lacks proper text line heights, has small padding, lacks hover states, or has buttons without actions.
I wouldn’t just call it UI; I think it’s the founders' care and attention to their future users and their product. It seems like the love the founders have for their product matters to me first, then I assess the functionality and how convenient the UX is.