Meter taxis are available for hire across the city centre. You can either flag down a taxi or call one of numerous taxi companies. They charge per kilometre, and this can vary from R10 to R20 per kilometre.
Tip: you can negotiate a price with some drivers, and it is a good idea to ask for an estimate before you get in.