Pinboard is primarily a bookmarking tool focused on saving and organizing links, while StumbleUpon was a discovery platform aimed at helping users find new content based on their interests. Pinboard emphasizes simplicity and efficiency for users who want to manage their bookmarks, whereas StumbleUpon offered a more social and exploratory experience.