The incident happened in Du'an Yao Autonomous County in Hechi City, state-run Xinhua news agency reported.
The minibus, with 14 people on board, was driving on a mountain road in rain when it fell off the cliff.
Four passengers were killed on spot while five others died during treatment in hospital.
The injured have been admitted to hospital.
Initial investigation blamed slippery road and low visibility for the accident.