And, it’s a big ol’ party: most recently, over 288 groups and an estimated 50,000 marchers took part in the San Francisco Gay Pride Parade, with hundreds of thousands of people watching. Featuring one of the oldest and largest parades in the world, SF Pride is a parade and festival usually held at the end of June each year in San Francisco.