This link will take you to a MASSIVE thread about the surprise box.
https://www.backyardchickens.com/threads/cackle-hatcherys-hatchery-surprise-anybody-got-this-before.139517/post-1695326
From my reading over the years....yes YEARS in that thread it tends to be roughly 50% females.