A sausage party is a party in which the men outnumber the women. Sausage, in this respect, refers to the penis; which makes this sort of party both good and bad. For a gay man out to have a good time, a sausage party with other gay men is a good thing. However, for a straight man, a sausage party is a venue with very little romantic options.