 Pump It Up might be the most well-known today. Pump It Up was first released on Costello's classic album, This Year's Model, in 1978. Released as a single, the song got to number 24 in the UK. Although critically acclaimed as one of the finest songwriters of his generation, Costello has never had a top 10 US hit.