(For example, did you know that every major JS engine now has a daylight savings offset cache, something which is entirely useless for any real code, but substantially speeds up the date benchmarks in SunSpider? Bleh.)
The state of C/C++/Fortran benchmarking has been much better -- not perfect, but much better -- for years, thanks to the SPEC benchmarks, which are created by an independent company that invites submissions for real-world programs that are suitable for benchmarks.
I wish there was something similar for JavaScript and HTML, though the fact that you have to pay for copies of the SPEC benchmarks isn't good.