This talk covers how we measure visual quality at Meta and then how we use these metrics to make smarter trade-offs in our player when optimizing for the users’ quality of experience. Quality metrics are used to decide the best ceiling to use when playing videos on cellular networks. Quality metrics are also leveraged when making tradeoffs between visual quality and risk of in play stalls in our adaptive streaming algorithms.