We explore interval forecast comparison when the nominal confidence level is specified, but the quantiles on which … interval forecast loss functions should meet in such environments, and we show that a variety of popular approaches to interval … forecast comparison fail them. Our negative results strengthen the case for abandoning interval forecasts in favor of density …