It is better than supermarket fuel, but maybe not in obvious performance. They have developed it into a cleaner, higher quality diesel, with cleaning compounds a lot like the petrol version. Over time you would notice, with cleaner burn, and less rubbish in the fuel filter.
Of course you could buy Shell diesel which has all the above and is priced usually the same or at most a penny more than the supermarkets.