I believe there's a new section of the site where you can enter the password and see if it's been pwned, it should've been updated to include this latest dump.
Btw this is the page: https://haveibeenpwned.com/Passwords
and before you complain, at least read Troy's article where he introduces this service.
https://www.troyhunt.com/introducing-306-million-freely-down...