Remove the tubs, let the heat tape run for a bit, and then measure the temperature of the heat tape. If it's consistent on every level then the tub on top may have a bow in it that permits more air to get between the heat tape and the bottom of the tub, so it will be cooler. Have you tried swapping the tubs around to see if that makes a difference?
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