To win in the NHL, it's not just about scoring first, but also about when you score. Statistical analysis shows that teams have a significantly higher chance of winning when they score first in the third period as opposed to the first or second period. This is because holding the lead in the third period gives a team the advantage of controlling the pace of the game and maintaining possession of the puck, making it more difficult for their opponents to come back.