What does pay as you go tariff mean is it just the same as pay as you go?

Yes, usually. You can get "SIM Only" contracts which are usually better value for money, however you of course do not get a mobile phone every 18 months with a SIM Only contract. You can usually give 1 month's notice on a SIM Only contract to cancel it, without paying any cancellation fees.