Chocolate Bars with Reese’s Peanut Butter Chips. Reese’s peanut butter chips work well inside chocolate bars because these chips have the same consistency and texture as chocolate itself. Some chocolate bars have real peanut butter inside, but I don’t care for them. Eating a chocolate bar with peanut butter inside can be quite messy, especially in warm weather.