The calculated distance (air line) between Barberino di Mugello and Florence is approximately 15 miles respectively 24 kilometers.
By car or train, the actual journey to Florence is certainly longer, as only the direct route (as the crow flies) between Barberino di Mugello and Florence has been calculated here.
Air line (approximately)
24 kilometers
13 nautical miles