Astroblepus latidens is a species of freshwater ray-finned fish belonging to the family Astroblepidae, the climbing catfishes. This catfish is found in South America, where it is endemic to the Magdalena-Cauca river systems of Colombia. It inhabits rainforest streams with high oxygen levels in ravines and rivers. It is a carnivorous species which reaches a maximum standard length of .