I would think it would depend what kind of stocks you are in. If we see inflation and your money is in cash, your money becomes less valuable. If it is indirectly invested in hard commodities, it will probably keep up with inflation much better. I have stock in a gold mining company, a Canadian oil and gas trust, a timber REIT, and a coal partnership, for example.
That depends on what kind of cash you hold.