I think I'm a good judge of both male and female attractiveness. My friends are all millenials between 29-37 years old or so. In my experience, I see far more women punching up relationships than the opposite. I can only think of 1 LTR where the man was punching up.

And by punching up, I still mean within like 2 points. I am pretty confident that a relationship outside of 2 points in attractiveness is doomed to fail. 5s are getting dumped by 8s. It is what it is.

The most common I've seen is a female 5 and a male 7. I've discussed this with my wife pretty thoroughly and she agrees.