In a 2007 paper, Horabagrus was not classified under any current catfish families. In 2016, Wang et al. placed this genus in the family Horabagridae.
A 2007 study found that Horabagrus did not fit into any current catfish families. Conversely, a 2016 analysis by Wang et al. repositioned the genus within the newly formed family Horabagridae.