The same qualities that make a stock or asset desirable (appreciation) make for a bad currency. The expectation of wild appreciation discourages transaction and encourages hoarding.
This is one of the the reasons why (low) target inflation rates exist. The (slight) devaluation of the currency encourages consumption or investment with the currency and discourages mattress stuffing.
You wouldn't buy goods with stocks.