PeerTube is a decentralized platform focused on video hosting and sharing with community-driven features, whereas WebTorrent is a peer-to-peer protocol designed for streaming videos directly from users without requiring downloads. PeerTube allows for customizable instances and federation, while WebTorrent excels in minimizing server costs through its decentralized streaming.