Well, it does and it doesn't. Grassy surfaces and metal surfaces always stick first. Unless temps dropping well at least 27°F or more say at least hour before precip starts , better chances that things will stick quicker. But closer to 32 and it's more dicey. Daytime snow unless moderate/ heavy and with temps also beow 30 this time of year do better then moderate snow 31 or 32, paved surfaces especially.