Sure, because absolutely everyone buying is buying strictly high-end enterprise gear on a practically unlimited budget, and buying a 4090 totally isn't a valid way to get a cheap and reasonably fast/efficient accelerator for freelance work.
The 4090 is indeed a valid card for AI. After all I have a rig with a 4090 just for that. That said, it doesn't change the fact that it does not represent a major portion of demand:
Nvidia's data-center segment is up 141% while it's gaming segment is up 11%. While yes some gaming cards are suitable for AI the VAST majority of growth in profits is the data-center / enterprise segments. At 11% growth I'm not sure there's much of a basis for an argument that the gaming segment is seeing growth due to AI given that's subpar even for pre-AI earnings reports.
People are not buying high-end gaming graphics cards en bulk for hobbisyist AI as the data demonstrates. A large number of enterprises are buying high-end enterprise cards though with a nearly unlimited budget and thus we get the numbers above. You may have some ouliers but the data does not lie.
Buying a 4090 or 7900 XTX, and even the 4080/S is a much better idea for this level of work (which I firmly believe is the vast majority of the market outside of AI-focused enterprise) is a way better investment than say, buying a previous-generation RTX A4500 or something like that. Being honest, this is where used RTX 3090s start to look particularly juicy.
There was no "level of work" discussed or defined here. You implied that gaming GPUs were a significant driver of demand with the following:
Gaming sector overlaps and its demand is also fueled by AI. They're buying Radeons by the crate for AI too.
There's a reason they're currently at 1.8 trillion dollars market cap and still going up. $NVDA market cap will hit $2 trillion before the month is out. Don't be foolish. there is no intentional restriction of supply by "nGreedia" here, the cards are selling out because they're desirable across every segment.
To which I replied with the sales data showing that the gaming segment is at best performing mediocre, if not under-performing historically at only 11% growth. Any defining of "level of work" after the fact would amount to changing of goal posts, if that's what you are trying to say here.
You keep implying there's massive sales of gaming cards for AI (as quoted above) but the data clearly shows that's not the case. Only the top end cards this generation are a good idea for hobbyist AI. You can do AI on cards with less VRAM but for reasons stated earlier you will be limited. A 4080 super is terrible value compared to the 4090 for AI. Not only is the performance difference between the two much greater in AI workloads (with of course the 4090 pulling much further ahead) than gaming workloads, the VRAM severely curtails what the 4080 super can do. The 4080 super is going to be restricted to the small last gen models just through virutue of it's VRAM limits. Why in the world they didn't up the VRAM to 20 GB is likely due to greed but it needs to be several hundred dollars cheaper in order to make any sense for hobbyist AI. People do not drop that kind of money and only expect to be able to dabble in last gen stuff. At $1,200-1,300 you might as well get a 4090.
Come on, man, it's not an ideal world out there. I'd be surprised if the AI-generated sukebei you get to look at on pixiv was even generated by a guy that has a 4090 to begin with. Probably making do with way less.
You could make do with a 4080 super but for AI it's relatively less value than a 4090 and has the limitations stated above that further kill it's value for the hobbyist AI segment. The 4080 has been Nvidia's worst selling 4000 series card this generation. I don't see any reason why a refresh wherein performance, VRAM, and price being indentical to the 4080 would sudeenly cause a surge in demand. Nothing has changed, other than perhaps Nvidia pulling more and more supply towards the enterprise.
If it’s a slight performance improvement over the 4080, then they would undoubtedly limit production until those dry up in the market. Curious, does the non-S get the same discount, or is it still selling for $200 more? Perhaps a bit of bait ‘n switch?
It's still selling for $200+ above msrp. Doesn't make any sense given you could have picked up 4080s for over a year now off eBay for around $950 - $1,000 including warranty if you buy MSI or ASUS. Even then though I don't think it's a great deal. It needs to be $750 - $850 at this point in the lifecycle. If it were a 20GB card it'd be a slightly different story.