There are significant tax savings, and theoretically limited liability. The significant tax savings will change next tax year with changes in dividend taxes and NIC contributions. No-one is really sure of the actual impact at this point.
The rates for dividend payments are set but because of the triple changes of the budget - dividends, employment allowance and travel/subsistence expenses, it could affect some contractors a lot worse than others. Though it's mostly those who rack up large commuting/accommodation expenses chasing high paid work in London while not living anywhere near there. The travel/subsistence rules haven't been set yet but it's likely HMRC will crack down on them quite hard.