If you are the first time to UK, you should go to London first as base. You can then travel day trips to cities around, like Cambridge, Oxford, Stonehenge, Greenich, etc.
Paris is not far away from London and you can also travel there if you have time.
For the cost, it is hard to say and depends on what standard you want.