Hypothesis: Perl spends less time backtracking in lines that don't match due to optimisations it has that Python doesn't.
What do you get by replacing
^(.*?) INFO.*Such a record already exists
with
^((?:(?! INFO).)*?) INFO.*Such a record already
or
^(?>(.*?) INFO).*Such a record already exists