Pedigree, or purebred animals, generally cost more to insure for two main reasons. The first being that they are more expensive to buy, which puts them at higher risk of theft. The second is that being pedigree, they are more likely to be inbred, which makes them more susceptible to genetic disorders.
However, there are other factors - age, gender, neutered status, address - which can impact your pet insurance premium.
