Chess.com is a website where players can match-make against one another to play games of chess. Players are typically matched against one another based on their skill level, and the website's welcoming interface has caused it to boost in popularity in recent years. Ordinary people are making the decision to learn chess because of chess.com's convenience, and it's even become popular to watch high-rated players matchmake against random stranger similarly ranked to them on streaming sites like Twitch. Because of the newfound hype around chess.com, I have decided to make a analyze a dataset of high-rated players' games and how well they performed. Throughout my analysis, I focuses on the performance of the highest rated players of the dataset, and I also measured how players performed overall depending on whether they were playing as white or black.