The answer would change drastically based on which definition of "Feudalism" we use and what time period we chose. In fact, no one's sure if or when Japan was "feudal", and I don't think any scholar cares anymore, since the trend is to not use the term altogether. If you're interested I briefly explained some similarity and differences between Japan and Europe here and half way down the page here