I recently received two graphs from AO Smith that show the difference in performance for their residential heat pump water heater, the Voltex.  A lot of manufacturers print performance at one condition.  The charts below shows the difference across the entire range. This data reiterates the importance of climate. Images Courtesy of AO Smith