Of course, I don't disagree with your point that a fast parser makes making a distinction here less useful. However that number sounds interestingly large, without context, do you have more info I can read about it?
Lexers/tokenizers handle degenerate cases very well (after many years of being used for syntax highlighting in IDEs), and some parsers intended for IDE consumption are getting much better at dealing with degenerate cases (the Roslyn family and Typescript in my experience have some very interesting work put into this area), but most parsers still have a long way to go. (Especially, because many of the most common parser-generators themselves have never bothered to concern themselves with degenerate cases.)
Was neither agreeing nor disagreeing with your points, simply expanding "sideways", because I think the conversation about the usefulness of parsing to general usage in text editors and information processing gets derailed by the "degenerate" cases where things don't parse (because those are very important to text editors).
I think people often forget or underappreciate the lexing half of the lexer/parser divide. Yet syntax highlighting engines in most of the text editors we use these days already hint that you can do a lot of user meaningful things with "just" rudimentary, generic lexers.
As a continued aside: I felt I got really good results using a lexer as the basis for a character-based somewhat "semantic" diff tool, but still to date I've yet to really see it come into general usage outside my prototype toy (http://github.com/WorldMaker/tokdiff).
There is an extensive body of literature on parsing that goes back decades. Most of it I don't think is that useful. But some of it is about parallel parsing. If you are interested, there are quite a number of people with something to say about it. However, the speed wins in practice are not very big.
On the other hand, if you just write the parser so that it's fast to begin with, you don't really have a problem. The language I am working on parses 2.5 million lines of code per second on a laptop, and I have only spent a couple of hours working on parser speed. To do this it does go in parallel, but it goes parallel in the obvious way using ordinary data structures (1 input file at a time as a distinct parallel unit). So it's not "parallel parsing" in the algorithmic sense.