The victims were found lying on floors and tables in the Enyobeni Tavern in the coastal town of East London.
The bodies were taken to mortuaries, where post-mortem examinations - including toxicology tests - will seek to establish a cause of death.
South African President Cyril Ramaphosa expressed his "deepest condolences" to families of the victims.
