For the pedants (which I can totally be at times):
Base64 uses a reduced character set, so we're generating a less computationally complex string for something like hashcat to chew on, than say, the full ascii character set.
Base64 also typically ends with =
or ==
making the pattern even more predictable.
It's still better than hex, and orders of magnitude better than your initials + your grandma's birthday.