I have an opportunity to buy high quality drill bits really cheap.
But since I already have a bunch of cheap Chinese bits from HF and I am
pretty much satisfied with them so I wonder if I even need these hight
quality bits. I remember reading on this forum about big difference
between good bits and cheap once.

Can anyone explain what exactly the difference is?

Thanks,
Alex