Not sure how ATB games work

Just basically what the title says. I got into FF with X, played 12, 13, 7R, XV, and the DS games. I dont really see how ATB is different from regular turn based. What exactly are the pros and cons to this system? I’d really like to play the older games but ATB seems weird to me, I cant explain