In 2003, the band released the greatest hits compilation Thank You. Around this time, band members began going their separate ways. After the band's break-up in 2003, Weiland became the frontman of Velvet Revolver with former members of Guns N' Roses. The DeLeo brothers formed the band Army of Anyone with Richard Patrick of the band Filter. Kretz founded Bomb Shelter Studios in Los Angeles. The band reunited in 2008 after Weiland split from Velvet Revolver, kicking off the tour at the Rock on the Range festival in Columbus, Ohio and wrapped up on October 31, 2008 in Birmingham, Alabama. The band is currently touring the United States and Canada, as well as working on its sixth studio album, to be released in 2010.
The band has sold nearly 40 million records worldwide, including 17.5 million in the United States alone. They have had 15 top ten singles on the Billboard rock charts, including six number ones, and one number one album on the pop charts (1994's Purple). In 1994, the band won a Grammy for "Best Hard Rock Performance" for their song "Plush". Stone Temple Pilots were also ranked at number 40 on VH1's The 100 Greatest Artists of Hard Rock.
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