A newborn with a prenatally detected adrenal mass underwent complete resection of a stage 1 favorable histology neuroblastoma (NB) without MYC-N amplification. Two months later, the infant presented with a local recurrence and multiple hepatic metastases. Close follow-up without therapy was adopted for stage 4s NB. Enlarging tumor lesions were seen until the child was 8 months old, followed by later decrease in size. At 36 months of follow-up, the child is alive and disease-free. We describe this case of NB and its abnormally short evolution from stage 1 to stage 4s, despite initial surgery. Its spontaneous regression may help us understand the natural history of congenital NB.