[joshuamorton]

Unfortunately I'm not familiar enough to give you a conclusive answer. One big thing is that most consumer-class GPUs use normal memory, whereas workstation-class use ECC memory, which can correct for bitflips that might occur during normal operation.

[AlphaSite]

HBM is ECC by default, so that distinction is slowly vanishing.