Greatest Hits Volume II is a compilation album of songs by "Weird Al" Yankovic, featuring his best known songs that did not appear on "Weird Al" Yankovic's Greatest Hits, plus the new single "Headline News" which had first appeared on the box set Permanent Record: Al In The Box, released a month prior. The compilation album was met with mostly positive critical reviews, and it managed to chart on the Billboard 200 at number 198. However, it ranks as one of Yankovic's least-selling records.

"Weird Al" Yankovic's Greatest Hits is a compilation album of parody and original songs by "Weird Al" Yankovic, featuring his best known songs from his first five studio albums, all of which were released in the 1980s. "Weird Al" Yankovic's Greatest Hits was met with mostly positive reviews from critics, with Heather Phrase of AllMusic noting that it provided a good overview of the early part of Yankovic's career. Despite this, the album failed to chart upon release, and ranks as one of Yankovic's lowest-selling records.