My 3.5 year old typically sleeps in a button up pajama set or long sleeve/pant set.
1 year old sleeps in a long sleeve onesie and long pajama pants. Then a Muslin A&A sleep sack. Usually in the morning we only switch out her pajama pants to save time and laundry! But once the weather gets colder we'll transition to footed pajamas all the time.