Listen to It Don't Cost Very Much online. It Don't Cost Very Much is an English language song and is sung by Ernest "Big" Crawford, The Celestial Trio, Mahalia Jackson and Mildred Falls. It Don't Cost Very Much, from the album Gospel Live!, was released in the year 2012. The duration of the song is 5:44. Download English songs online from JioSaavn.