It sounds like they are both male just different colour variations.
In my 10g,I have 2 Male Dwarf Gourami's, one is Powder Blue and the Other is a Red. The Red One seems to be aggressive towards the Blue one, chasing it allaround the aquarium. I have 2 plants, a roman arch and fake rock...