Nougat is more 'peanut-y' and it suits this recipe as it adds a little 'nut body' [think Snickers bar nougat] without overpowering the subtle nature of the pistachio. Marzipan or anything almond is going to impart a distinctly different flavor. It's personal preference; If you give it a go, let me know how it turns out.