A 2015 study examined the effect of small, protein-rich snacks of about 150 calories before bed in healthy men and found that these snacks can be beneficial for feeling full, morning metabolism, and overnight muscle synthesis. While chips or crackers may not be great options for a late-night snack, peanut butter may just be a perfect choice.