Importance of internships for a good career start

I'm a MSc student soon about to graduate and I only have six months experience in hardware / systems software for ML applications. I have time for one or two more internships but I applied way too late so not hearing back from most companies in the US. I live in Europe and European offices still have some opportunities. Meanwhile I'm reaching final rounds of a mid-sized japanese company, which is no name but somehow has a LOT of alumnis from big names like MIT, google etc and they advertize it a lot. But to be fair, after stalking the company on linkedin, I feel like most of them joined because it was a good gateway to Japan (many are openly weebs or dating japanese women) and not because the company is actually attractive in terms of growth or salary. Should I go for it? Or keep aiming for something more well known like Sony, Samsung or Logitech which hire a lot of interns from my school? I don't know how much branding is required on a CV to snatch a good new grad job at a big tech / quant company. But I also don't want to waste one my final internship offers before graduation.