Mortgage rates have been increasing, leading to higher mortgage payments. The average monthly mortgage payment ranges from $3,696 in Hawaii to $1,700 in West Virginia. The states with the highest mortgage payments are Hawaii, California, Massachusetts, Utah, and Colorado, while the states with the lowest payments are West Virginia, Kentucky, Michigan, Mississippi, and Ohio.