Long, Hard, and Bloody

Listen up, buttercup. This joke is funny because it makes you think of something gruesome and violent, but then it's just the Boston Marathon, which is long and hard and sometimes people get hurt, so it's "bloody." You probably didn't know that the Boston Marathon is one of the oldest annual marathons, dummy.