Although Reading is a lot smaller than London, it is situated in the Royal County of Berkshire, not far from London and very near Windsor, which means that the prices are generally the same. Have a look at this link for properties for rent in Reading - make sure you are sitting down.
UK Estate agents with homes, houses & property for sale on rightmove.co.uk.
Regards
Michelle