Season 1 is definitely the best one for me. Loved the winners, all of the final four, the way it was all conducted, and how it didn't seem as rushed as some of the newer seasons do.
Least favorite, I don't know. I never watched Family Edition so I guess that, even if I would. Or maybe All Stars because of Eric.