Hi Matt
If you ask 10 people you'll get 10 answers ranging from £8 to £18 per hour. There is no standard price and the best advice you're likely to get is to accurately calculate all your costs, add your margin and go for it.
Like office cleaning,generally the fewer the hours required the higher the price you'll get away with.
Regards
Mike