When at the grocery store, look for cabbage heads that are firm, compact, and heavy for their size. Avoid cabbages with severely wilted or discolored outer leaves, but also keep in mind that you will be peeling those off anyway. The best test is to gently press into the heads with your fingers and notice how firm they are.