The calculated distance (air line) between Atherton and San Francisco is approximately 25 miles respectively 40 kilometers.
By car or train, the actual journey to San Francisco is certainly longer, as only the direct route (as the crow flies) between Atherton and San Francisco has been calculated here.
Air line (approximately)
40 kilometers
22 nautical miles