I'm pretty sure this question was explored in a really interesting OKCupid blog post (I think it was in their "Why you should never pay for online dating" post)

I'm pretty sure this question was explored in a really interesting OKCupid blog post (I think it was in their "Why you should never pay for online dating" post) but that entry disappeared when they were acquired by Match.