The calculated distance (air line) between Peekskill and The Bronx is approximately 31 miles respectively 49 kilometers.
By car or train, the actual journey to The Bronx is certainly longer, as only the direct route (as the crow flies) between Peekskill and The Bronx has been calculated here.