Top five largest gold mining companies by production in. South Africabased AngloGold Ashanti ranks third among the world''s top gold mining companies, and is the biggest producer in Africa In 2020, it produced just over three million ounces of gold, which was a 7% decline on the previous year The miner operates primarily in Africa, with operations in Ghana, the DRC, Guinea, Tanzania and Mali