Table showing albums with the most U.S. sales in their first week of release since 1991. Adele's album "25" is first, with 3.4 million sales when it released in 2015. Taylor Swift has 4 of the top 13 spots, with her most recent release "Midnights" at #13 with 1.1 million sales.