The difference is that Radiant requires Flash as far as I read.
It works well enough, has album art views, something I do want as a feature, but Radiant has a nicer overall UI (IMO), has a mini player that I can tuck away in the corner somewhere, and has the ability to add new playlists within the app. Installing flash is that much of a dealbreaker for me.