Their mainstream success came with the release of the `` greatest hits '' album Your New Favourite Band , featuring their most well-known song `` Hate to Say I Told You So '' .

Their breakthrough came with the release of the `` best-of '' compilation Your New Favourite Band , featuring their most commercially successful song `` Hate to Say I Told You So '' .
