Red Rock Island in California doesn't have much in terms of modern amenities and has gone on and off the market asking between $5 million to $25 million.
It is a 6-acre, dome-shaped outcropping that is tricky to reach and even trickier to explore. Its sparse plant life consists of scraggly shrubs and pines, along with thickets of poison oak. Its beaches are rocky, its cliffs steep.