Agreed, I have an extra phone for gmail authenticator backup, also make sure to secure a pin code, you can use a paper or something and store in properly.
Yes I'd like your idea back up phone is so important. Just in case our phone suddenly broke,damage, lost or stolen we always have a back up one. Specially those important things we need to secure like passwords,accounts and code that is necessary to be secure and backed up in other phone.