Depends entirely on the show. Some have decent English casts, others do not. I like to avoid subtitles when I can. That goes for anything in a different language, not just anime.
I like the sound of Japanese though - it's pretty. Simple repeating syllables? Mmmm. I've always thought that English's complexity makes it sound gross.