> 1TB/s HBM2 memory subsystem which is more than any consumer GPU you can get today

5090 has 1.8 TB/s?

5090 is an overpriced outlier. A typical consumer GPU, like RTX 5070, has a 3-times lower memory throughput.

Even a RTX 5080 has a lower memory throughput than a Radeon VII from 2019, 7 years ago, while being much more expensive.

The memory throughput of GPUs per dollar has regressed greatly during the last 5 years, despite the fact that the widths of the GPU memory interfaces have been reduced, in order to decrease the production costs.

RTX 5080 has a 256-bit memory interface, while the much cheaper Radeon VII had an 1024-bit memory interface. RTX 5080 has almost 4-times faster memories than Radeon VII, but it has not used this to increase the memory throughput, but only to reduce the production costs, while simultaneously increasing the product price.

> Even a RTX 5080 has a lower memory throughput than a Radeon VII from 2019, 7 years ago, while being much more expensive.

And it's faster for gaming, I guess? Which is what matters for the typical user.

Anyway you can buy much faster GPUs now than in 2019. They are also much more expensive, yes.

Modern GPUs like RTX 5080 are much faster for the applications that are limited by computational capabilities, mainly because they have more execution units, whose clock frequencies have also increased.

I suppose that most games are limited by computation, so they are indeed much faster on modern GPUs.

However, there are applications that are limited by memory throughput, not by computation, including AI inference and many scientific/technical computing applications.

For such applications, old GPUs with higher memory throughput are still faster.

This is why I am still using an old Radeon VII and a couple of other ancient AMD GPUs with high memory throughput.

Last year I have bought an Intel GPU, which is still slower than my old GPUs, but it at least had very good performance per dollar, competitive with that of the old GPUs, because it was very cheap, while the current AMD and especially NVIDIA GPUs have poor performance per dollar.

then it must be the case you can't get one (for a fair price?)

Define "fair price"

5090s are certainly expensive compared to most other GPUs, but not expensive enough to be unobtanium for nearly any professional who could utilize one as part of their job

Hell, some of us utilize them just to play video games!