The calculated distance (air line) between Villa Adriana and Florence is approximately 148 miles respectively 238 kilometers.
By car or train, the actual journey to Florence is certainly longer, as only the direct route (as the crow flies) between Villa Adriana and Florence has been calculated here.
Air line (approximately)
238 kilometers
128 nautical miles