Antoine Griezmann and Yannick Ferreira Carrasco got the goals as the Rojiblancos succeeded where Barcelona did not, negotiating a tricky away test in Vigo well.
Here are the winners and losers from Atletico's 2-0 win, which puts them two points clear of Barcelona, having played one game more than the Catalans.