Last.fm focuses on personalized music discovery and social interaction among users, while AccuRadio offers a more traditional radio experience with curated stations across various genres. Users looking for a community-driven platform may prefer Last.fm, whereas those seeking a simple radio-style listening experience may opt for AccuRadio.