HBM price tracker: the memory that caused the shortage
High bandwidth memory is the part everyone blames for the shortage, and almost nobody publishes what it actually costs. This page collects the contract prices that have made it into the trade press, converts them to a per-gigabyte figure, and puts them beside what a consumer kit costs. The result is not what most people assume.
How much does HBM cost per GB?
HBM3E sells for about $1.50 to $1.60 per gigabit and HBM4 for about $2.00, per DigiTimes figures reported in July 2026. A gigabyte is eight gigabits, so that is roughly $12.00 to $12.80 per GB for HBM3E and $16.00 for HBM4. The surprise is that HBM3E on an AI supply contract costs less per gigabyte than a DDR5 kit at retail, which averages $15.93. HBM did not get expensive so much as it got prioritized: it earns far more per wafer, so capacity moved to it and mainstream DRAM went short. HBM4 is forecast to reach $4.00 to $5.00 per gigabit in 2027.
HBM against the memory you can actually buy
Put on a log axis against a consumer DDR5 kit, the pricing is not what the shortage narrative implies. HBM3E on an AI supply contract runs about 0.8x the per-gigabyte price of a retail DDR5 kit, which is to say it is cheaper. HBM is not expensive memory that outbid consumers on price; it is profitable memory that outbid them on wafer allocation. The row that matters for anyone hoping consumer supply loosens is the 2027 HBM4 forecast, at roughly 2.5x a retail DDR5 kit.
| Tool | Cost per task | Multiple of baseline |
|---|---|---|
| DDR4 kit, retail | $7.66 | - |
| HBM3E, AI contract | $12.80 | - |
| DDR5 kit, retail | $15.93 | - |
| HBM4, AI contract | $16.00 | - |
| HBM4 2027 forecast | $40.00 | - |
The HBM readings
HBM figures are supply and contract prices negotiated with AI chipmakers, quoted per gigabit by the trade press. Per-GB values are a pure unit conversion (8 gigabits per gigabyte), not an estimate. These are not retail prices and are not comparable channel-for-channel with a consumer memory kit.
| Grade | Per gigabit | Per GB |
|---|---|---|
| HBM3E | $1.50 to $1.60 | $12.00 to $12.80 |
| HBM4 | $2.00 | $16.00 |
| HBM4 (2027 forecast) | $4.00 to $5.00 | $32.00 to $40.00 |
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HBM prices: frequently asked questions
- How much does HBM cost per GB?
- About $12.00 to $12.80 per gigabyte for HBM3E and about $16.00 for HBM4, converted from the per-gigabit contract prices of $1.50 to $1.60 and $2.00 that DigiTimes reported in July 2026. A gigabyte is eight gigabits, so the conversion is arithmetic rather than an estimate. These are supply prices negotiated with AI chipmakers, not retail prices, and no one sells HBM to consumers.
- Is HBM more expensive than regular DDR5?
- Per gigabyte, and comparing an AI supply contract with a consumer retail listing, no: HBM3E at $12.00 to $12.80 per GB is below the $15.93 average for a retail DDR5 kit. That comparison crosses two very different channels, so treat it as a striking fact rather than a like-for-like price. The reason HBM drives the shortage is not its price per gigabyte but its margin per wafer: a wafer committed to HBM earns a memory maker far more than the same wafer committed to mainstream DRAM, so the capacity moved and everything else went short.
- Why is HBM causing a DRAM shortage if it is a different product?
- Because it competes for the same fabs and the same wafers. HBM is built by stacking standard DRAM dies, so every wafer that goes into HBM is a wafer that did not become a server DIMM or a desktop module, and the stacking process consumes more wafer per usable gigabyte than a flat module does. Add the AI build-out buying every stack available and the arithmetic is unavoidable: prioritizing HBM shrinks mainstream DRAM supply even though the two products sit in different markets.
- Are HBM prices going up or down?
- Up. Samsung and SK hynix raised HBM3E supply prices by nearly 20% for 2026, which was itself unusual for a generation that had already gone mainstream and would normally be getting cheaper. HBM4 is forecast to move from about $2.00 per gigabit in the second half of 2026 to $4.00 to $5.00 or more in 2027. As long as that is where the margin is, mainstream DRAM stays the lower priority.
- What does HBM pricing mean for the price of my next PC upgrade?
- It sets the floor under everything else. As long as HBM earns more per wafer than mainstream DRAM, memory makers have no commercial reason to flood the consumer market, which is why the forecasts cluster on late 2027 at the earliest rather than on any near-term relief. Practically: plan around today's retail prices, take the DDR4 discount if your platform allows it, and treat HBM contract pricing as the leading indicator of whether consumer supply is about to loosen.
Where this fits
This page is a spoke off the RAM price index and DRAM price tracker, which carries the buy-or-wait verdict table, the spot-versus-inflation divergence chart, and the full method note. The sibling trackers are ddr5 prices and ddr4 prices.
For the analysis behind the numbers: why RAM is so expensive in 2026 argues the squeeze is a deliberate business choice, the 2026 RAM price forecast maps what each forecaster expects, how to save money on RAM in 2026 is the tactical version, and what CXMT is covers the one supply-side force large enough to eventually push prices down.
Sources
- Seoul Economic Daily (2026-07-12). HBM4 Prices to Double Next Year as Samsung, SK hynix Keep Upper Hand (reporting DigiTimes figures citing industry sources). Secondary; contract prices as reported. https://en.sedaily.com/finance/2026/07/12/hbm4-prices-to-double-next-year-as-samsung-sk-hynix-keep
- TrendForce (2025-12-24). Samsung, SK hynix Reportedly Plan ~20% HBM3E Price Hike for 2026 as NVIDIA H200, ASIC Demand Rises (citing Chosun Biz). Secondary. https://www.trendforce.com/news/2025/12/24/news-samsung-sk-hynix-reportedly-plan-20-hbm3e-price-hike-for-2026-as-nvidia-h200-asic-demand-rises/
- RAM Prices USA. Compare DDR4 and DDR5 prices daily (4,484+ modules, refreshed daily via the Amazon Creators API). Aggregated retail, not primary. Read 2026-07-29. https://rampricesusa.com/