A ‘small’ company will pay the corporation tax at 20% on its profits. How you will be taxed personally is dependent on the level of income that you draw from the company. This income can be structured in a tax-efficient manner.
As a sole trader or partnership, you will be taxed on the profits of the business as they fall, not on what you have drawn from the business which is not as flexible in terms of future tax planning.