P. blanfordanus is common on many of the hills from Chota Nagpur, as high as Parasnath Hill to , Madhya Pradesh and extending south along the Godavari Districts, hills of the Eastern Ghats. The southernmost record appears to be Talayar in Travancore, where a specimen was collected by Harold S. Ferguson at .