The Grammy Award - Best Traditional Blues Album has been handed out since 1983. The category has been largely dominated by B.B. King, who has won the award ten times. From 2001 to 2003 the recipients - the award included the producers and engineers along with the artists. The award was known as Best Traditional Blues Performance until 1992. It was also twice awarded to individual tracks before the award was renamed Best Traditional Blues Album. 

Winners: Best Traditional Blues Album

Year
Winner/s
Album
2009
 B.B. King
 One Kind Favor
2008
 Henry James Townsend, Joe Willie "Pinetop" Perkins, Robert Lockwood, Jr. & David Honeyboy Edwards
 Last of the Great Mississippi Delta Bluesmen: Live In Dallas
2007
 Ike Turner
 Risin' with the Blues
2006
 B.B. King & Friends
 80
2005
 Etta James
 Blues to the Bone
2004
 Buddy Guy
 Blues Singer
2003
 Anthony Daigle, John Holbrock (engineers/mixers) & B. B. King (producer & artist)
 A Christmas Celebration of Hope
2002
 John P. Hampton, Jared Tuten (engineers) & Jimmie Vaughan (producer & artist)
 Do You Get the Blues?
2001
 Simon Climie (producer), Alan Douglas (engineer), Eric Clapton (producer & artist) & B. B. King
 Riding With the King
2000
 B. B. King
 Blues on the Bayou
1999
 Otis Rush
 Any Place I'm Going
1998
 John Lee Hooker
 Don't Look Back
1997
 James Cotton
 Deep in the Blues
1996
 John Lee Hooker
 Chill Out
1995
 Eric Clapton
 From the Cradle
1994
 B. B. King
 Blues Summit
1993
 Dr. John
 Goin' Back to New Orleans
1992
 B. B. King
 Live at the Apollo
1991
 B. B. King
 Live at San Quentin
1990
 Bonnie Raitt & John Lee Hooker
 "I'm In the Mood"
1989
 Willie Dixon
 Hidden Charms
1988
 Professor Longhair
 Houseparty New Orleans Style
1987
 Albert Collins, Johnny Copeland & Robert Cray
 Showdown!
1986
 B. B. King
 "My Guitar Sings the Blues"
1985
 Sugar Blue, John P. Hammond, J.B. Hutto & the New Hawks, Luther 'Guitar Junior' Johnson, Koko Taylor & the Blues Machine & Stevie Ray Vaughan & Double Trouble
 Blues Explosion
1984
 B. B. King
 Blues 'N' Jazz
1983
 Clarence Gatemouth Brown
 Alright Again