It depends on the place you go in Sikkim. In winters (Nov-feb) pretty much everywhere.But in Oct you can find snow up in the hill like Nathu la , lake tsomgo etc. Gangtok does receive snow in winters but not in October. ... Still there is a high probability to get snow at Gurudongmar,Nathula Pass,Yumeshdong and Katao Hill.