band | Nirvana (band) | Kiss (band) | The Band | Queen (band) | Rush (band) | rock band | Rock Band | Blondie (band) | Santana (band) | Journey (band) | Randy Brecker | band (music) | Sgt. Pepper's Lonely Hearts Club Band | Misfits (band) | Styx (band) | Eagles (band) | Genesis (band) | Tool (band) | Chicago (band) | Rock Band 3 | E Street Band | Anthrax (American band) | The Fall (band) | Steppenwolf (band) | Randy Travis | Rainbow (English band) | The Allman Brothers Band | Franz Ferdinand (band) | Public Enemy (band) |
Three of the participating bands had other one-off releases with Fat following their participation in the Fat Club: MxPx's The Renaissance EP (2001), Randy's Randy the Band (2005), and Strike Anywhere's Dead FM (2006).