Skin Shard rerolling

As someone who doesn't buy hextech chests, and so doesn't have a huge number of skin shards. Do you think it is better to disenchant them and save the essence for skin shard I actually want or to reroll them in the hope of getting something better. In your experience which has yielded better results
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