Often when players get confused about this it's just because they die in a game early, join another one & win - then leave at the end of that to see their rating went down since the rating loss from the first game was more than the rating gain from the second game.
You can see the rating gain/loss on any specific game in the replay tab, don't try to guess which game won/lost rating from your overall rating.