This version is the most popular, particularly as baby shower games for large groups. You will need at least 15 minutes to prep. Please be aware that while Bingo is easy to set up, it will take a bit of time. Both versions are fully explained here and you can play both variations with your free printables. There are two ways of playing the Baby Bingo game – the traditional way, or baby shower gift bingo. Baby shower bingo is one of the original baby shower games, and still remains popular today.