The calculated distance (air line) between Sonoma and San Francisco is approximately 36 miles respectively 58 kilometers.
By car or train, the actual journey to San Francisco is certainly longer, as only the direct route (as the crow flies) between Sonoma and San Francisco has been calculated here.
Air line (approximately)
58 kilometers
31 nautical miles