Within Thraupidae Embernagra is now placed with Coryphaspiza and Emberizoides in the subfamily Emberizoidinae.
In the classification of birds, Embernagra is now placed within the family Thraupidae alongside Coryphaspiza and Emberizoides, which are also part of the subfamily Emberizoidinae.