The Grammy Award for Best Gospel Choir or Chorus Album has been handed out since 1991.The award was titled best Gospel Album by a Choir or Chorus from 1991 to 1997. Carol Cymbala is the most decorated artist in this category with five wins. 

Winner: Grammys Best Gospel Choir or Chorus Album 

Year
Winner
Album
2006
 Gladys Knight (choir director) & Saints Unified Voices
 One Voice
2005
 The Brooklyn Tabernacle Choir
 Live ... This is Your House
2004
 Bishop T.D. Jakes (choir director) & the Potter's House Mass Choir
 A Wing and a Prayer
2003
 B.J. Goss (engineer/mixer) & Carol Cymbala (producer & choir director)
 Be Glad performed by the Brooklyn Tabernacle Choir
2002
 Greg Hartman, John Jaszcz (engineers), Hezekiah Walker (choir director) & the LFT Church Choir
 Love Is Live!
2001
 Oliver Wells (producer), Brent King (producer & engineer), Rob Burrell (engineer) & Carol Cymbala (producer & choir director)
 Live - God Is Working performed by Brooklyn Tabernacle Choir
2000
 Carol Cymbala (choir director)
 High and Lifted Up performed by the Brooklyn Tabernacle Choir
1999
 O'Landa Draper (choir director)
 Reflections performed by O'Landa Draper & The Associates Choir
1998
 Myron Butler, Kirk Franklin & Robert Searight II (choir directors)
 God's Property From Kirk Franklin's Nu Nation performed by God's Property
1997
 Shirley Caesar (choir director)
 Just a Word performed by Shirley Caesar's Outreach Convention Choir
1996
 Carol Cymbala (choir director)
 Praise Him - Live! performed by the Brooklyn Tabernacle Choir
1995
 Milton Brunson (choir director)
 Through God's Eyes performed by the Thompson Community Singers
1995
 Hezekiah Walker (choir director)
 Live in Atlanta at Morehouse College performed by the Love Fellowship Crusade Choir
1994
 Carol Cymbala (choir director)
 Live...We Come Rejoicing performed by the Brooklyn Tabernacle Choir
1993
 Edwin Hawkins (choir director)
 Edwin Hawkins Music & Arts Seminar Mass Choir - Recorded Live in Los Angeles performed by the Music & Arts Seminar Mass Choir
1992
 Gary Hines (choir director)
 The Evolution of Gospel performed by Sounds of Blackness
1991
 James Cleveland (choir director)
 Having Church performed by the Southern California Community Choir