This is as big a "no-brainer" as you're going to find. The Best of Radiohead ($20; June 3) is a 2 CD set of the big R's best, from Pablo Honey through Hail to the Thief, along with a bonus disc featuring 13 tracks not featured on the band's prior studio albums. "Creep," "Karma Police," "High and Dry" — they're all there, just in case you have a gaping hole in your collection where the band's first six albums should be. If you're looking for a smaller set or different formats, the compilation will also be pared down to a single CD, and made available as a
quadruple vinyl or digital set.