The US Environmental Protection Agency has identified carcinogenic volatile organic compounds (cVOCs) as the first group to be regulated as part of the agency's new strategy to regulate contaminants as a group. The structure of a cVOC group rule has not been published, but the US Environmental Protection Agency has identified two potential approaches: (1) establishing a group maximum contaminant level that is based on the sum of contaminant concentrations or (2) establishing a group maximum contaminant level that is based on the sum risk‐weighted contaminant concentrations. Working from these two approaches, the AWWA cVOC Workgroup has developed six potential regulatory scenarios for a group cVOC rule. Case studies of two Long Island, N.Y., utilities were conducted using historical data from those utilities' existing packed tower aeration treatment systems. The performance of the existing packed tower aeration treatment systems when treating historical peak cVOC influent concentrations was modeled to determine compliance with the six potential regulatory scenarios.