This is all about the voice. When you write in first person, you're telling that story from one character's point of view, in that character's voice. It's the classic PI perspective and allows the hero to make all sorts of comments on the action, comments that might be out of place in third person.
The first version of Panamanian Moon was in first person and third person because I had no idea…