One thing to note that is that while the US+ line is generally quite expensive (the higher end parts sit in the five-figures range for a one-off purchase! No one actually buying these is paying that price, but still!), the Kria SOMs are quite cheap in comparison. They've got a reasonably-powerful Zynq US+ for about $400, or just $350ish the dev boards (which do not expose some of the high-speed interfaces like PCIe). I'm starting to sound like a Xilinx shill given how many times I've re-stated this, but for anyone serious about getting into this kind of thing, those devboards are an amazing deal.
Open source GPUs won't threat Nvidia/AMD/Intel anytime soon or ever. They're way too far ahead in the game and also backed by patents if any new player were to become a thereat.
[1] https://www.aliexpress.us/item/3256806069467487.html
[2] https://www.digikey.com/en/products/detail/amd/XC7K325T-1FFG...
That devboard is using recycled chips 100 percent. Their cost is almost nothing.
The kintex-7 part in question can probably be bought in volume quantities for around $190. Think 100kEAU.
This kind of price break comes with volume and is common with many other kinds of silicon besides FPGAs. Some product lines have more pricing pressure than others. For example, very popular MCUs may not get as wide of a price break. Some manufacturers price more fairly to distributors, some allow very large discounts.
Basically, as George Carlin put it, "it's a big club, and you ain't in it".
I don't have exact numbers, but I'm pretty sure you can get significant discounts starting around 100 parts. So not much at all.
Another thing to note is you can already get parts for significant discounts in 1-off quantities through legit Chinese distributors like LCSC. For example, a XC7A35T-2FGG484I is 90$ on Digikey and 20$ at LCSC. I think a personalized deal for that part would be cheaper than 20$ though...
Of course plenty of hobbies let people spend thousands (or more) so there's nothing wrong with that if you've got the money. But is it the end target for your project? Or do you have ambitions to go beyond that?