Do smart feeders keep working during a Wi-Fi outage or power outage?

Most well-regarded models in this category include backup batteries and store the feeding schedule locally so meals still dispense if Wi-Fi drops or power is lost. The PetSafe Smart Feed lists battery backup explicitly, and several PETLIBRO and oneisall models advertise outage scheduling. Reviewers generally recommend keeping fresh batteries installed regardless of brand.