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Yes it can slow down your site. I've used different scripts like this before and they all will slow down the site because the snow is a continuously running script.
I saw your site and it is indeed working! I'm going to take the snow off mine now because I don't want it on the site. I have petitoops' christmas themes on another site for my users to use as their theme if they want.