No, The first is more natural. The number doesn't really matter.
What's the difference?
1) Which of your friends play chess.
2) Who of your friends plays chess?
Does the differewnce lie in the fact that in number 2 we know that only one person plays chess?
If I were a native speaker of English, I would never shut up. :-)