The rarest gemstone is Painite. Because of its incredible scarcity, however, you won’t find this priceless gem in jewelry. In the jewelry world, there are a number of exceptionally rare gemstones, including tanzanite, jadeite, alexandrite, paraíba tourmaline, ammolite, red beryl and Kashmir sapphires.