The incident took place near Westonaira in Gauteng province about 6km from Westonaria.
"The taxi apparently rolled multiple times and burst into flames. Patients were ejected. Patients sustained multiple injuries, including burn wounds," news24 said.
The injured were admitted to the hospital.
Paramedics were currently attending to the scene and the service's helicopter had also being deployed.