Higuain sealed victory after Cristiano Ronaldo had hit a double.
"It was a repeat of the result in previous years. I'm happy because of the win and because I played and scoring a goal is important. We won well, but at times we had problems because Athletic are a good team. This is a stadium where we know how to play and it is a very special place because we won the League here last year," said the Argentine.