10 Top Goldmining Companies. Barrick Gold, Newmont Mining and AngloGold Ashanti were the top three. Regardless of how the gold price is doing in any given year, there will always be goldmining companies looking to unearth the yellow metal. 2017 was a good year for the gold market due to increased geopolitical uncertainty.