Best way to test performance of various languages & frameworks

Question

I want to perform some empirical trade-off's to assess the performance of applications written in a number of different languages on a Linux platform. Are there standard algorithms that typically used for this purpose?

Answer 1

Some people say there are, although I would argue about the "rightness" of the code in some of the tests on that site.