Well, to be honest, I don't find Japan comparable to Thailand in any way, despite living in Thailand for over 25 years, when I visited japan I experienced it as a clean and perfect country with a beautiful culture as well.
Yes, it is considerably more expensive but worth its price, really a recommendation.
Japanese food in Thailand I also experienced but the Japanese can still do it better.