Which Hawaiian island is more affordable?

Due to the abundance of hotels, activities, tours, and attractions, Oahu is the cheapest Hawaiian island to visit. Between the competitive prices and myriad of things to do, those looking for a budget vacation to Hawaii will find that Oahu is exactly what they've been searching for.

What is the most non touristy island in Hawaii?