I had no idea it was that bad!
The article mostly talks about the hardware, but the results put MySQL in, uh, a "bad light". MySQL 4.1.20, going from a one single-core processor to two dual-core processors (that's between twice to four times the horsepower), goes 56% faster. MySQL 5.0.20a goes 40% faster. PostgreSQL 8.2-dev (okay, dev, whatever, have you looked at MySQL recently?) puts in a 224% increase in performance, meaning that it actually gets the "slightly more than three times as fast" you'd expect from having "between two and four times the horsepower".
They also show graphs of how they behave dealing with concurrent requests, where you see MySQL peak at about 520 requests per second, then goes down as the number of concurrent requests. PostgreSQL, on the other hand, slowly goes up to about 640 requests per second, then pretty much stays there, being clearly limited by the hardware to that level, a textbook example of nice scaling. At a concurrency of 100, PostgreSQL pulls in nearly twice as many requests per second than MySQL.
So much for MySQL being "the fast one" (PostgreSQL was traditionally the "safe and correct one", which was already nothing to sneeze at, as long as it managed to be "fast enough").