Number of times nominated: 6

Music lesson: Just to be perfectly clear, we're not saying Nickelback should be winning Grammys, but it seems odd that such a platinum powerhouse with a Grammy-friendly meat and potatoes classic rock sound has never picked up a trophy, especially after numerous nominations (as recent as 2010, for those who think they're washed up). Besides, the 'Back would hardly be the worst act to win a Grammy (it's your call: Baha Men, Michael Bolton or Milli Vanilli).