COD does this too. So if you're transitioning from RA to SN it'll overdo it on the snow on the NW edge of the time steps. If the model is tagging the ptype at 18hr to be snow, Pivotal is calling the QPF in that previous 3hr or 6hr interval to be snow when the truth is somewhere in that period it flipper from RA to SN.