Quality of the pictures. It basically takes a screenshot of the camera preview, instead of actually taking a picture. Also often bugs, laggy interface etc., which is bad when you have one attempt to view a picture or message..
I've found that my experience with the android app has improved a lot since snapchat's earlier days. The app used to be quite buggy which may account for some "ptsd", but I haven't had any problems in quite a while.