In my experience here in the Shenandoah Valley, the HRRR does poorly until the moisture has cleared the Alleghenies. It's almost as if it can't decide how much will make it over, but since it runs every hour it starts to show better results once it samples how much precip actually did make it over. *
*Official Weenie Handbook Rule #3241