How reliable are pellet grill electronics long-term?

Mixed. Specialist subreddit threads repeatedly cite auger motor and controller board failures across virtually every brand after a few years, though most major manufacturers honor multi-year warranties. Keeping the grill covered, cleaning the firepot regularly, and avoiding moisture in the hopper extend life considerably.