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>As the memory industry is still recovering from the challenging environment in 2023, this tight supply environment will help drive the considerable improvements in profitability and ROI (return on investment) that are needed to enable the investments required to support future growth.

The problem is that they need actual chips tomorrow. I fear we are reaching the point in the semiconductor industry where, in order to sustain the revenue growth propping up their valuations, they're going to have to start selling future chips that cannot possibly be physically produced.

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The alternative is they could charge more. They could. And people would pay it.
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The problem isn't the price. No matter how much you pay, you can't take delivery of a chip that doesn't exist. Now, you could raise prices to the point where you destroy demand. But that's a tricky window to maneuver through.
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If you can only make X number of widgets, you must increase the price until demand stabilizes at X.
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Why must you increase the price?
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The alternative is to have shortages.

If there is demand for N chips at $X price, but you only have N/2 chips, then half the people aren't going to be able to buy them. The people who really need the chips, and would be willing to pay a lot more than $X for them, will be competing with people who are only willing to pay $X for them. You will end up getting scalping and shortages and hoarding. Since people know that there are enough people willing to pay a higher price, everyone will try to buy them at $X, even if they don't need them at all. Just buy them at $X, and immediately sell it to one of those companies willing to pay a lot more.

The market is extremely inefficient... since the manufacturer isn't charging enough, you get way too many people trying to buy them from the manufacturer.

So you find the price where the demand is N/2 chips, and everyone who is willing to pay that much will get one, and there is no profit for scalpers so the only people who will buy them will be actual companies that need them.

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If demand outpaces supply then there’s a shortage no matter what you do.

I don’t believe scalpers are an issue in B2B; these aren’t concert tickets being sold to the general public.

It’s clear you grasp the economic theory as it’s taught, but my comment was meant for you to question it. If someone is hungry you can charge more for food. The market allows and encourages it. But don’t mistake that for “willingness” and don’t mistake raising the prices purely to get extra money from the exchange as some inevitable law of the universe. You’re welcome to love the concept, but don’t whitewash it.

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> If demand outpaces supply then there’s a shortage no matter what you do.

Demand is elastic. If the price of potatoes rises to $1000 / kg most people will switch to using pasta or rice for their dinner instead. There might be a shortage of potatoes at $1 / kg, but not at $1000 / kg.

If my 7-year-old computer were to die tomorrow I would've normally replace the entire thing. It has had a good life, the newer generations of hardware are a decent bunch faster, and it would be nice to get some additional features. With current RAM prices? No way I can afford to upgrade to DDR5, I'll have to get a replacement AM4 motherboard / CPU to fix it.

> I don’t believe scalpers are an issue in B2B

They are called "speculators". DRAM is a commodity and is traded no different from, say, potatoes. It's why there are companies like DRAMeXchange. DRAM module assemblers like Kingston, G.Skill, and Corsair will buy chips from whoever gives them the best deal. Similarly, anyone assembling hardware using DRAM will have stockpiled it when the AI boom became noticeable - with some almost certainly selling it off now that it has become too valuable to use for cheaper products.

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When demand exceeds supply you have two options: make the people who value those goods the highest compete with each other to pay the natural market price for them, or have a lottery with price ceilings. Price ceilings create inefficiency, and they create black markets.

In a lottery, the goods are misallocated to a bunch of people who aren't getting the most value out of the goods, creating economic inefficiency. A bunch of GPUs would be sitting in warehouses waiting to be resold (either when the price goes up, or in the inevitable black market), or in my basement screwing around with them, instead of being deployed in a way that the most people can benefit from creating maximum economic value from their deployment.

Your gaming PC isn't as economically valuable as JPMorgan using AI for fraud detection, for example.

Moreover, if you are appointed god and force everyone to sell GPUs at one dollar just because you want cheap GPUs, then this is the last batch of GPUs that will ever be produced and you'll have a shortage until the end ot time.

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It is the other way around, When people want something they are willing to pay more for it. The manufacturer wants to sell to the person that will pay the most. While the person wants to buy from the manufacturer that charges the least. As such when the manufacturing capacity is below demand the price goes up until the item is worth what people will pay for it(at large, statistically, it works like an auction). The promise of capitalism is that as the price goes up it should incentivize manufacturing capacity to go up and as the capacity meets demand and the manufactures start to fight each other to be the one to sell the item the price goes down.

Sometimes this works and sometimes it does not.

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Thank you for taking the time and effort to provide a clear explanation. I’m familiar with supply and demand though. My emphasis was on “must” as a lazy protest against greed being considered a mandatory part of capitalism. Prices don’t have to go up, someone just wants more money.

If you happily sell apples for $1 and see a hungry person walking towards you, must you raise the price?

I think that basic thought gets lost sometimes when people talk about shortages causing the price to increase. The shortage didn’t cause anything, some executive decided they want more money. That’s all. There’s nothing inherent in the system that requires it. Whether that’s OK or not is up to the reader, I just think people lose sight of the reality and talk about it like it’s gravity, rather than simple decision making.

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Because if you take orders otherwise you won't be able to fulfill them.
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> The problem isn't the price. No matter how much you pay, you can't take delivery of a chip that doesn't exist

I’m confused because this reads like a denial of basic economics. If the price is high enough, the chip will be produced for you.

Do you mean because of the production lead time, higher prices won’t result in increased production? Commodities like corn have been managing this for a long time… what’s special about chips?

What is your actual argument?

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Nontrivial markets don't behave like Economics 101 textbook examples.

Samsung, SK Hynix, and Micron have a combined market share of 90% - with most of the rest being a very new-to-the-market CXMT. It is a cutthroat market which behaves like a stereotypical "pork cycle". Semiconductor fabs cost billions to build and take years to complete, so you better be damn sure you have buyers before you start constructing one. You and your competition overestimated the demand? You have to pay back the construction cost, so you're now in a race to the bottom and one of you is going bankrupt.

Ever wondered where Intel came from? They started out as a DRAM manufacturer, which dominated their revenue well after the introduction of their first microprocessors. But in the early 1980s the glut of supply from new Japanese manufacturers made it so unprofitable that they had to ditch the memory market altogether. The stories of Texas Instruments and Motorola aren't much different. And that's not even mentioning the likes of Mostek, which once held a 85% market share and was dead less than 5 years later! Oh, and those Japanese manufacturers? All gone, pivoted like Intel or died like Mostek.

So no, the three remaining DRAM manufacturers aren't going behave like headless chickens and start ordering new fabs just because there's a bubble causing a temporary demand peak. Unless those AI companies are going to pay in advance, in cash, for an entire fab, they'll just have to wait and deal with the price increase.

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Corn is heavily subsidized,also has (in the US) federally prvided insurance programs against plunging prices, has paid uselessness(ethanol). Despite all of this corn has caused massive agriculture bankruptcy/takeover when it has failed anyway.

So it's more "what's special about corn". It is also fairly hilarious to claim the parent is denying basic economics and then bring up corn as an example of having successfully managed economics. If the scales were not being thumbed, and "basic economics" were in play, corn would be in very very bad shape.

In the case of DRAM, there is an incredibly long history of these gloom/glut cycles, and they have stayed roughly the same timeframes (~3 years) since the 1990's.

Almost all the ones who have survived this long are either in the same kind of boat as corn - protected in various forms from the downside - or don't increase production and get caught out until they are absoultely forced.

The very temporarily increased profit is not worth going bankrupt for - they make more money long term by being very cautious and know this.

There are a near infinite number of economic studies you could look at (and several sibling comments cite some) - DRAM manufactuers don't chase the price and probably couldn't anymore if they want to.

None of this denies basic economic theory, of course, since economic theory is not exactly "rigorous", even to the degree it could be (IE even the parts that are pure analysis of data rarely reproduce!).

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I don't think that anything you said is wrong but I also don't think that memory consumption is going back to the old baseline... well, ever.

Memory is just too useful now that you can use it to drive cars and write code.

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The problem is that is speculation and the market barriers are currently too high for losing business to be a threat. The two outcomes are (1) you overbuild, you end being wrong, you go bankrupt and lose everything or (2) you are right, but since you didn't overbuild, you lost out on some revenue, but demand still exists 3 years later and you didn't lose everything.

In any other business choosing (2) would mean someone else swoops in and steals all your business. It doesn't look like this is at all possible for memory fabs.

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Well, the Chinese manufacturers are certainly coming, though CXMT seems to be being careful not to rock the boat, at least yet https://www.tomshardware.com/pc-components/dram/chinese-cxmt... .
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It makes sense, CXMT takes as much profit as possible, then use that money to build more capacity, ultimately becoming one of the biggest competitor (only?) to the cartel.
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As of Q1 2026: 90% market share for the Big Three, 8% CXMT, 2% everyone else. And CXMT was only 3% Q1 2025.
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People are happy to play with AI when the tech companies are burning hundreds of billions of dollars to subsidize it. It remains to be seen who is actually willing to pay for it at the prices required to recoup those insane investments.

Which directly leads to the next big development: all the big players are investing in silicon with "baked-in" models, like [0,1]. Turns out you don't need an expensive general-purpose GPU with heaps of RAM to contain a model when you can make a custom ASIC around one specific model! Why spend a fortune on DRAM / HBM when all you need is some finetuning parameters which are easily stored in on-die SRAM?

[0]: https://www.theregister.com/systems/2026/08/06/amd-acquires-...

[1]: https://thenextweb.com/news/google-frozen-chip-gemini-silico...

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It takes a billion dollars and years to produce a new chip fab line. So no, it cannot just be produced for you on a dime.
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Also supply contracts exist which is what started all this: OpenAI signed huge orders for most of the market all at once. No one had any chance to properly include that information in their pricing or bidding.
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The capital investment needed to bring new chip fabs online and to staff them is likely orders of magnitude higher than that needed to buy land to grow corn on. And then the ratio of investment to sell price on that land + infrastructure is probably significantly worse for chip fabs that potentially aren't needed to satisfy demand anymore a few years from now.

"If the price is high enough" is of course technically true, but the scale of what high means in this context is important.

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I don’t understand how there being essentially unlimited demand for their products that far exceeds supply and is driving up prices accordingly is somehow a bad sign for the industry?

> Now, you could raise prices to the point where you destroy demand.

You know supply and demand is like a curve right, you can find an optimal equilibrium? It’s not a cliff that you can fall off.

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It’s ideally modeled as a curve, but things are never that simple in real life.
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I guess we'll see about that.
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It could be tricky. Or, since supply (in the short term) is pretty well established, they could just auction off chips.
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For consumers they’re already destroying demand
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This is what consumers are always told. Prices go up as demand goes up or scarcity increases.
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But once you get past econ101, you are taught how markets react to percieved bubbles, how those with near monopolies would rather pocket a windfall now than risk investing in future expansions.
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Well, look at AI. It sure looks like a bubble, why wouldn't every fab just profiteer now?
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micron is up to like 85% gross margin this year
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Paying more would not help you when there is no more supply. It is a zero sum game.

Maybe you could pay someone else who is less desperate to part with some, but that does not increase supply.

Nine women cannot produce a baby in a month, even though you could average about one per month if you wait about nine months.

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> HBM3E consumes approximately three times the wafer supply as D5 to produce a given number of bits in the same technology node

That's really interesting, and I wonder why? I believe HBM has redundant ECC bits by default, which would add a few %, but other than that, is it just that the yield is much lower due to die stacking? Of course, this is a 2024 document so things may have changed a bit since.

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HBM requires stacking the chips. So they need to shave the layers, glue, stack more, shave again. They also require a substrate what is even more wafers. The issue is that a error in the stack means a lot of losses.

In order to get high bandwidth, you want memory as close as possible to the GPU. The more trace lane length = signal loss, bandwidth loss.. HBM is compact, and so you can stack 24GB modules, 8 around a GPU die.

If you tried to do that with normal memory, you need like 64 modules. So a a TON of traces more that all need to be equal length, and because so many = far away from the GPU = less bandwidth.

The issue is like stated above, its a process that waste a ton of wafers. Wafers that can make easily 3x more normal memory.

Intel with "Crescent Island" is trying to make a 160GB card using LPDDR5x memory but the bandwidth is only ~700GB/s.

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None of what you said actually explains how HBM could require 3x the wafers.

The base interface die has eight or 12 memory dies stacked on top of it. The wafer cost of that interface die is therefore small.

If the process of die thinning and TSV stacking reduced yields by a factor of three, nobody would consider HBM mature enough to put into production, and especially not mature enough to be increasing stack height from one generation to the next.

Trace length has approximately nothing to do with die size. If anything, designing for shorter traces means you can get away with smaller PHYs at either end.

What might go some ways toward explaining such a huge difference in die size is that the TSVs themselves take up significant die area and must be fairly numerous to carry both a large number of signal wires and all the power and ground required by the stack. But it's wildly implausible that the die area consumed by the TSVs would be significantly larger than the die area consumed by the memory arrays themselves, or that anyone would build a memory die where the memory array was not a large majority of the total die area.

If there's any truth to that ~3x higher wafer requirement for the same number of bits as compared to DDR5, it must be a combination of several factors and probably includes something non-obvious and dubious, like counting all the area of the passive interposers that go between HBM stacks and GPUs (those interposers aren't competing for the same fab space).

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