Big Ones is one of the many many compilation albums by the American rock band Aerosmith, released on November 1, 1994 by Geffen Records . Big Ones featured twelve hits from the band's three consecutive multi-platinum albums, Permanent Vacation (1987), Pump (1989), and Get a Grip (1993), as well as the hit "Deuces are Wild" from The Beavis and Butt-Head Experience (1993), and two new songs, "Blind Man" and "Walk on Water", which were recorded during a break in the band's Get a Grip Tour. These songs were also included on the band's 2001 compilation album Young Lust: The Aerosmith Anthology. Big Ones is the band's second bestselling compilation album, reaching #6 on the Billboard charts, and selling four million copies in the United States alone. The album quickly became a world-wide hit reaching the Top 10 in nine countries before the end of the year