still cheap compared to those things. lab down the hall in grad school had an onyx [1] with the fancy polarized shutter 3d glasses for playing what we called "chem tv" or semi-empirical small molecule docking experiments - that was something like $250k or so in the early 90s.
Until we figure out a good way to leverage humans in all of this ("Attention is all you need" applies equally to humans as it does to models) productivity gains for the system will always be limited by Amdahl's law. Gwern has an excellent post on this. [2]
[1] https://en.wikipedia.org/wiki/SGI_Onyx