 Timothy and Elizabeth Bracy from Stereogum highlighted Emerick's contributions to the track in their article ranking Costello's albums "from worst to best".James E. Perone, in his book "The Words and Music of Elvis Costello", cited "Almost Blue" along with two other songs from Imperial Bedroom as a "demonstrat[ion of] Costello's increasingly successful integration of balladry into his palette of vocal techniques".