Five unknown gunmen opened fire, killing one taxi driver, at the Esangweni Taxi Rank, on Tuesday.
Police in Tembisa South, said the incident happened around 5am.
Two other victims were rushed to hospital for medical treatment.
The suspects then fled the scene on foot.
Police said their motive is unknown.
Police: Supplied