You keep your number, just convert the number from contract to prepaid with whoever your contract is with. I believe it takes 30 days notice to convert. Thereafter you can port the number to whoever you choose.
I did exactly the same thing in January, my average bill was R2500k and now I rarely go over R1000 without changing my usage habits.