The calculated distance (air line) between Santiago de Surco and Tarma is approximately 102 miles respectively 164 kilometers.
By car or train, the actual journey to Tarma is certainly longer, as only the direct route (as the crow flies) between Santiago de Surco and Tarma has been calculated here.
Air line (approximately)
164 kilometers
89 nautical miles