Big Island has about the same price range as the Mainland. The fact being Oahu is more of a Tourist attraction and a place for rich people. Big Island doesn't have as many attractions as Oahu, so it's cheaper. Though the buses just recently started charging for rides.
Though I do agree anything like houses or cars, will generally be more expensive.