Punch above one’s weight

To punch above one’s weight is to perform beyond expectations, and this figurative usage dates from the mid-20th century. It derives, of course, from boxing where opponents are matched against one another in fixed weight categories. If a boxer could punch above his weight, he could be matched against an opponent from a heavier weight category.