No, you don’t have to.
If you don't save a payment method, you will have to pay manually your invoices each month or each year (depending on the frequency of your subscription). To avoid service interruptions, it is recommended to add a payment method.
Please note that your payment method is saved by Stripe.
Icypeas has no access whatsoever to your credit card information.