The Xoshiro PRNG family contains algorithms that are both performant and passes statistical tests.
This is a port of (some of the) Xoshiro PRNG algorithms into C#, written in such a way that they can act as System.Random drop-in replacement, or as fully-fledged standalone PRNG with additional methods.