If you ring Quinn and ask them their staff are normally very coy about it and generally try and avoid the question or say something along the lines of it will go up a little bit. If you really press them they sometimes will tell you but it is unusual.

A good way is to get the quote you have from their website and just run it through with you having a full licence for a day, the annual price they quote is roughly the difference they will ask for.