The calculated distance (air line) between Blythe and Rancho Mirage is approximately 105 miles respectively 169 kilometers.
By car or train, the actual journey to Rancho Mirage is certainly longer, as only the direct route (as the crow flies) between Blythe and Rancho Mirage has been calculated here.
Air line (approximately)
169 kilometers
91 nautical miles