Outlook showed really weird behavior on my end. The first email I created was on hotmail and in the last year it exceedingly treated mails as junk. Sometimes even Microsofts own emails would land in the junk folder. Marking them as safe or adding them as contact did not help.

Then I created a new account and suddenly the same emails would be treated properly. No idea what is wrong with the old account.