On October 12, 2018, Train announced a greatest hits album simply titled Greatest Hits. The album is scheduled to be released on November 9, 2018. The album will feature 16 of their songs: "Meet Virginia", "Drops of Jupiter", "Calling All Angels", "Get to Me", "When I Look to the Sky", "Cab", "Hey, Soul Sister", "If It's Love", "Marry Me", "Save Me, San Francisco", "Drive By", "50 Ways to Say Goodbye", "Bruises", "Angel in Blue Jeans", "Play That Song", and "Call Me Sir". The album will also feature a bonus song, a cover of the hit song "Careless Whisper".