$1,599 RTX 4090 Beats $6,800 RTX 6000 Ada in Content Creation
tomshardware.com
tomshardware.com
The price difference is for the VRAM.
Not for gaming, if that makes any difference.
For example, for fast 3D renders of small scenes you just care about processing speed, large scenes need good memory bandwidth too, while with LLM training you'd care more about available VRAM, and so on.
But, just to throw out a number out there, you could probably get away with spending as little as 300-400 USD for just a motherboard, PSU, CPU, cooler and RAM, assuming you don't want things like storage, cases and whatever accessories. Basically use it as a server.
Link: https://pcpartpicker.com/user/erichocean/saved/#view=dwDV4D
You could save quite a bit on the motherboard and CPU/cooler if you want to cripple that part of the system.
> none of the above benchmarks benefit from Nvidia's professional drivers — Siemens NX for example typically sees massive performance gains compared to GeForce cards
Working in the ecosystem around Siemens NX, I think it's just all of dev work in the field being very use-case specific. Development happens in tandem to big customer projects, so I'd guess non-pro drivers were not just not optimized for, but were simply never on the devs machine in the first place. Maybe they use some feature, that is locked away in non-pro drivers, emulated in standard drivers.
Stuff like 64-bit double precision. I don't even know, is that still locked away behind pro drivers?
Does nVidia specifically de-optimize (read: handicap) GeForce drivers for certain applications?
It's a similar thing to AMD sometimes (especially later into a process node's maturity) taking higher quality chiplets with more functional cores and turning off the cores to sell in a lower cost higher demand product or Intel doing similar with their chips.
It'd be illegal if they were lying about it.