What Makes A Blue Boston Terrier Blue? The Blue in a Blue Boston Terrier is a dilute of the black that is in a traditional Boston. This is due to a mutation in the chromosome pool of the Blue Boston Terrier. So instead of being a black coat, a Blue Boston comes out with a grey, silver, or blue coat.