Are smart chargers safe to leave connected all winter?

Smart maintainers are designed for exactly this and switch to a low float charge when the battery is full. That said, because we lack independent long-term safety testing for these specific listings, follow the manufacturer's guidance on ventilation and placement, especially with sealed AGM or lithium batteries.