This is completely wrong. Your credit score is NOT how much interest you pay. It’s how likely you are to repay your debts. You need to show that you will always pay, and never skip a payment.

My credit score for years was absolutely amazing, entirely on credit cards, and without paying a single penny of interest, ever. Instead, I paid in full every single month on every account.