An albino rabbit with striking white fur and pink eyes is a fascinating sight in the animal kingdom. But how rare are albino rabbit unique creatures? Albinism in rabbits is a genetic mutation characterized by the absence of melanin the pigment responsible for coloration. This rare are albino rabbit condition can occur in several breeds of rabbits making albino rabbits an unusual but interesting find.