According to this article from BBC news, having healthy teeth may actually help athletes perform better. It definitely makes sense. If a athlete is having tooth pain, it will cause them to have worse performance. The article states especially if the athlete can not rest fully due to tooth pain.
The study was done and published in the British journal of sports medicine. If you are a athlete and want to take your game to the next level, you better brush your teeth.