Methods and substrate processing systems for analyzing an end point of a process are provided. By-products of the process are detected and monitored to determine the completion of various types of reaction processes within a substrate processing chamber. The methods provide real time process monitoring, thereby reducing the need to rigidly constrain other substrate processing parameters, increasing chamber cleaning efficiency, and/or increasing substrate processing throughput.