If you want reproducibility and statelessness, there's random123 which I highly recommend. Particularly useful for GPU code. (Not cryptographically secure, but

If you want reproducibility and statelessness, there's random123 which I highly recommend. Particularly useful for GPU code. (Not cryptographically secure, but passes all statistical tests you throw at it).