Buffalo isn't even in the top 10. They do get a lot of snow in Buffalo, but not as much as Syracuse. Buffalo gets more snow earlier in the "snow season" then Syracuse, but by mid-January Lake Erie is usually frozen solid and they don't get the lake effect snow that they do earlier in the season. Lake Ontario Never freezes solid so Syracuse and the rest of Central New York get hammered all winter long!

Check this out. Our average snow fall is right around 120 inches a year, so this must be a little old! The 1st, 2nd and 3rd place cities are pretty small.
http://www.joson.com/gen-infor/snows.htm