After a goalless 90 minutes, the Bafana Bafana claimed the bronze medal beating Congo's Leopards 6-5 on penalties.
This is the second time that DR Congo finishes fourth in an AFCON, after 1972.
It is the fourth time South Africa secures a spot on the podium since their 1996 win.