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> generating random numbers

You can't bench implementations of random numbers against each other purely on execution speed.

A better algorithm (better statistical properties) will be slower.

I have the fastest random number generator in the world. And it works in parallel too!

Yeah. In this instance, I was talking about the same algorithm (phillox), the difference is purely in implementation.