This report details the first phase of a residential heat pump efficiency rating representativeness study conducted by DNV for Northeast Energy Efficiency Partnership. The study is part of efforts to modernize the metrics used to predict the in-field performance of heat pumps to protect consumer investments and utility incentive dollars and accelerate the electrification of heating systems across North America, an essential step toward decarbonizing everyday life and fighting climate change.