They kind of do but kind of don’t. There is an older reply which looked at 30 years’ Gold vs S&P 500 prices and how those correlated with each other. Whilst the correlation is negative, it is very weak and very close to “no relationship at all”:
In any case, stocks are significantly more likely to outperform gold in long term 