Here's what I'm thinking.
In the upper levels, any difference in temperature can make a huge difference at the surface.
A bust -0.25*C cold is probably an extra hour of snow before a flip to mixing, which is an extra 1-2".
In these overrunning CAD setups it's harder to predict the upper level temps. There's more risk for those forecasts to bust.