Last.fm is primarily focused on music discovery and tracking listening habits, offering strong recommendations and analytics, while hearthis.at emphasizes user-generated content, audio uploads, and social networking features. Users seeking robust music discovery may prefer Last.fm, whereas those looking for a platform to share their music and connect with a community may find hearthis.at more suitable.