Most big artists are known for there big hits. Led Zeppelin is known for "Stairway to Heaven" and "Black Dog". The Rolling Stones are known for "I Can Get No Satisfaction" and "Give Me Shelter" and so on.
However many of these groups has songs that are not that well known, but are very good.
Here are a few of them, IMO.
From Billy Joel
Until the Night (bad video, amazing song)
Say Goodbye to Hollywood:
Summer, Highland Falls:
From Led Zeppelin
Fool In The Rain:
Hey Hey What Can I Do?
From Pink Floyd
Fat Old Sun
(amazing guitar solo near the end of the song)
Take Up Thy Stethoscope and Walk:
From Elton John
Mona Lisas and Mad Hatters:
Which Songs of famous Artists/ Bands do you know, that are not hits or well known, but are good?