Altolamprologus calvus is a specialized species that is strictly adapted to a specific type of rocky habitat, primarily composed of debris with very few sandy areas.
This hypothesis is confirmed by the fact that it is not found on isolated rocky outcrops that it could reach by crossing sand barriers that other rock-dwelling fish could cross. It is often absent from areas where the rocks are smooth and support only a low biological coverage.