Benchmarking programming languages?

Or just visit: http://shootout.alioth.debian.org/ to know how they
benchmark programming languages. Its good to know if your favorite
language beats the other "alternatives".

"How can we benchmark a programming language?
We can't - we benchmark programming language implementations.

How can we benchmark language implementations?
We can't - we measure particular programs."