The GPU Market Has Lost the Plot

There’s a thread doing the rounds about NVIDIA potentially hiking the price of the RTX 5090 again, citing rising GDDR7 costs. The comments are exactly what you’d expect: one part genuine frustration, one part people flexing their hardware like medieval lords comparing landholdings, and one part the usual “prices will come down eventually” versus “lol no they won’t” argument that has been running for about three years now.

The feudalism jokes are funny, to be fair. Someone notes they have a 5060 Ti 16GB and accepts the title of lord among commoners. Someone else has two RTX Pro 6000s and looks down from an even higher castle. It’s a bit. But underneath the bit is something that used to seem absurd and now just feels normal: a consumer graphics card costs more than a decent used car.

The RTX 5090 is sitting around $3,800 to $4,500 depending on where you look and which AIB partner decided to really push their luck on margin. At the top end of that range you are genuinely in Mac Studio territory, except the Mac Studio will actually run cool, quiet, and efficiently for years without requiring a small turbine to power it. I say this as someone who does not own a Mac Studio and will probably not own one anytime soon, so there’s no tribalism here. It’s just a real comparison that more people are starting to make.

What gets me about this particular price discussion is the way some of the comments read like dispatches from a different planet. Someone mentions picking up two RTX 6000 Pro cards from a store in Chicago because they told the manager they were spending thirty thousand dollars and the limit-per-household rule quietly evaporated. Someone else is tracking DDR5 RAM prices that have gone from $155 to $650 in under a year. A person bought a 4TB NVMe drive for £367 and it’s now £700. These are not anomalies. This is the market.

The AI boom is doing things to component pricing that the crypto boom only managed in short bursts. Crypto had cycles. It would spike, mine out, crash, and eventually the secondhand GPU market would flood and prices would correct. This time the demand isn’t speculative in the same way. Data centres are buying everything NVIDIA makes before it gets anywhere near a consumer shelf. The consumer cards are almost an afterthought. NVIDIA’s actual business is selling H100s and B200s to hyperscalers; the RTX line exists partly for goodwill and partly because it would be strange to abandon it entirely.

The honest answer to “will prices come down” is: I don’t know. There are reasonable arguments in both directions. The people saying the bubble is unsustainable have been saying it for three years and have been wrong three years running. The people saying demand will keep climbing have the current trajectory on their side but are probably underestimating how quickly the economics can shift when the hyperscalers stop expanding and start sweating their existing infrastructure for returns.

What I find genuinely uncomfortable is the way all of this sits alongside the environmental reality. Training and running large models requires enormous amounts of power. The hardware arms race driving these prices is the same one putting real strain on power grids. I’m genuinely fascinated by what AI can do; I use it regularly and find parts of it remarkable. I’m also aware that the infrastructure underpinning it is not free in any sense of that word. The price hike on a 5090 is a small symptom of something much larger, and the much larger thing is worth paying attention to.

For most people, the practical answer is simple: if you’re a gamer, there is no game that needs a 5090. If you’re doing local AI inference for hobby purposes, something considerably cheaper will serve you unless your workload is genuinely unusual. The people for whom the top-end hardware is a real professional need are a small fraction of the buyers, even if they’re loud online.

Someone in the thread describes buying their 4090 three years ago for €1,679 as “one of the best IT purchases I’ve ever made.” And looking at current prices, they’re probably right. The problem is that the logic of “buy now before it gets more expensive” is exactly the psychology that sustains the run-up. Not blaming any individual for it. Just noting that the market is currently rewarding the kind of thinking that makes markets worse for everyone who got there later.

I’m still on hardware that’s a few generations old. It does what I need. I keep looking at upgrade options and keep talking myself out of them, which might be wisdom or might just be stubbornness dressed up as frugality. Probably some of both.