Third-person limited is pretty much my native language when I write. That's how everything tends to come out. I can only think of one active WIP of mine that uses first. This may be because I write in two genres, romance and fantasy, in which it's the most common POV. (Well, it's almost universal in category romance and a bit less so in fantasy.)
But all three books I'm reading are in first: The Curious Incident of the Dog in the Night-time, Good in Bed, and To Say Nothing of the Dog. The narrator absolutely makes the first one. I read maybe two sentences in the bookstore and was hooked. And then there's chick lit and a kinda sorta mystery/scifi/Victorian romp, where being right there in Ned's head is a lot of what makes it so funny.
In my stories I usually find that I want or need to see things from at least two different perspectives, so third works best for me. But like people are saying, it all depends on the story you're telling.