This study isolated two flavonoid glycosides from Litsea glutinosa leaves and tested a methanol extract in mice with streptozotocin-induced diabetes. The extract significantly reduced fasting blood glucose levels, and computational analysis suggested the isolated compounds may inhibit key enzymes involved in diabetes.