Data centers are on track to swallow about 70% of the world’s memory chips this year, up from a…
data centers are on track to swallow about 70% of the world’s memory chips this year, up from a fifth in 2022, and a 36gb hbm3e module now costs $2,100 on the spot market. that is why ai server prices are up more than 15% for 2027.
the gpu shortage ended and a memory shortage took its place.
Context
Verified: TrendForce (Sep 1, 2026) reports HBM3E spot prices are 4-5x long-term agreement levels, with Samsung reportedly locking 70% of memory capacity through 2031. IntuitionLabs says that as of September 2026 the global memory industry is in a multi-quarter shortage driven by AI accelerator demand for HBM.
Tom's Hardware (Aug 23, 2026) reports Nvidia warned some of its largest customers of price hikes of more than 15% on AI servers, with Vera Rubin and Grace Blackwell systems shipped from early 2027 affected.
The shortage and the AI server price rise match: the 15% is reportedly from Nvidia warning customers, for systems shipping in early 2027. The 70% of the world's memory chips going to data centers was not seen in the sources read, so unsupported here, not refuted. in the excerpts read. The 70% in TrendForce is Samsung's reported locked capacity, a different figure. The $2,100 price for a 36GB HBM3E module was also not seen in the sources read, so unsupported here, not refuted. TrendForce reports spot at 4-5x contract levels. 'The gpu shortage ended and a memory shortage took its place' is the author's opinion.
Related work
Watch next
- Look for an analyst estimate of the share of memory output going to data centers.
Sources
- TrendForce: HBM3E spot prices said to be 4-5x LTA levelstrendforce.com
- Tom's Hardware: Nvidia reportedly warns biggest customers of 15% price hikestomshardware.com
- IntuitionLabs: HBM, DRAM and AI demandintuitionlabs.ai
Provenance
The note above is reproduced unedited from the original post, first published on Threads on 1 October 2026 at 11:40 IST. Sources are the papers and datasets the note draws on.
View the original post ↗Embed this note
More notes
The air is now being asked to keep its own ledger
the air is now being asked to keep its own ledger: ecmwf’s aifs compo becomes the first ai model to forecast atmospheric composition globally every three hours, cleanair simulates 365 days of pm2.5 over china in ten seconds, and a unified framework maps six pollutants at one kilometer across the whole country. the air now files its own composition report.
read the note →The current is now being asked to draw its own map
the current is now being asked to draw its own map: china’s langya 2.0 predicts six ocean phenomena including internal waves and mesoscale eddies, a deep net called wenhai resolves eddies globally with air sea flux formulas built in, and scripps infers surface currents from the way temperature patterns deform in satellite images. the ocean now files its own circulation report.
read the note →The soil is now being asked to report its own carbon
the soil is now being asked to report its own carbon: a nix color sensor paired with generative data augmentation predicts soil organic carbon without a lab, random forest drives 74 percent of soil health mapping studies, and sentinel 2 tracks five year carbon change across france and italy from 922 samples. the dirt now files its own carbon account.
read the note →