I think the first one,just because:
-the first reason is that:If you put the first sentence into a context,it does make sense.For examples:
Elan:How about the party last night?
Smith:Not many come to my home.
-the second sentence(actually,don't know It can be called "sentence",it has no verb!!)I think it need a verb!