This is another seasonal product that is reasonably predictable when it comes to sales. Since the Home Depot does not want to keep snow throwers around for 9 months they discount them quickly when it looks like the snow is over for the year. That is late-February-March for much of the country. Problem is - by the time you pick one up on sale you will be the one storing it until the next season. Buy a shed?