To be fair that's mostly part "if it works don't change it" and part "that's how we've always done it". SpX uses newer hardware w/ traditional OSs (linux) w/ lots of redundancy.
I can't imagine running bleeding edge GPUs in a particle accelerator and getting reasonable results.