I would lean towards opting an old used Pixel or iPhone (ensuring the battery health is atleast 80%) to be a backup phone than strictly restricting to dumbphones. Keep it in airplane mode always, restrict it to a very few "survival" apps, place it in minimal battery consuming setup and it should work better as a backup than these phones.