A lender will look at your payment history, debt-to-income ratio and other factors to decide how much you can qualify for. You can improve your chances of approval by having a stable income and good credit. A cosigner can also improve your eligibility and may help you qualify for a higher loan amount and lower interest rate, though they will be responsible for repayment if you miss payments.