In 2013, La Música No Se Toca by Alejandro Sanz, Papitwo by Miguel Bosé and Vida by Draco Rosa, all were nominated for this award and for Album of the Year.
Sanz received the award, and Vida by Draco Rosa won Album of the Year; Vida also won for Best Latin Pop Album, and was nominated alongside Syntek by Aleks Syntek at the 56th Annual Grammy Awards.
Also, Sirope, Terral by Pablo Alborán and A Quien Quiera Escuchar by Ricky Martin, all were nominated for the Best Latin Pop Album category at the 58th Annual Grammy Awards.
In 2016, Tour Terral: Tres Noches en Las Ventas by Pablo Alborán and Un Besito Más by Jesse & Joy, both were nominated for this award and for Album of the Year.
In 2019, #ElDisco by Alejandro Sanz and Fantasía by Sebastián Yatra were nominated for this award and Album of the Year.