If I'm not mistaken, what you had in mind are mostly one-year MAs. In that case, people are only three or fourth months into their MA when they apply to PhD programs. I conjecture that the benefit mostly comes from having an extra year of preparation (as opposed to being enrolled in a degree program) and you and your friends might've done equally well had you simply taken a year off.