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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?

A: 

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

Vasil