Yes, they bought any supply they could get their hands on. Also, it's not true that Nvidia cards were generally better for (Eth) mining. The Radeon VII for example outclassed Nvidia cards sold at the same time. It's just that Nvidia was able to supply more cards, since they had won the bigger gaming marketshare a while ago and thus were producing more.