The 2018 capacity-announcement → ASP-rollover lag is 12-16 months for DRAM and ~6 for NAND, and it is a floor, not an estimate
The question
Verbatim: "Re-key the 2018 memory cycle's 'Samsung capacity-announcement → ASP rollover' lag interval to calibrate the lead-time between a capex-composition shift and ASP rollover for the current window."
Context: this is the calibration the vault has twice flagged as missing. Two prior briefs state the capex→ASP lag is untested at n=0 cycles, and the 45% shell_share threshold in the capex-composition anchor is explicitly a guess until this interval is measured.
What we already know (from the vault)
- The phase-history anchor already labels the 2018 cycle: capacity-announcement 2017-06, capacity-online 2018-06, down-cycle 2018-09. Those labels are medium/high confidence but were built from fab-opening dates and Micron margin data, not from a price series ([[phase-history-notes]]).
- The vault has no DRAM ASP series covering 2017-2018. The TrendForce anchor CSV is named
trendforce-historical-2017-2026.csvbut its true range is 2021-02-25 → 2026-04-24 (252 rows). Pre-2021 is a hard gap: TrendForce changed URL schemes in late 2020 and the old press releases have no public index. Any 2018 rollover dating must come from outside the anchor. - Because of that gap, the DIO anchor deliberately used Micron's gross-margin peak (FQ ended 2018-08-30, GM 61.0%) as the 2018 turn marker precisely because it "needs no external price dating" ([[2026-09-07-memory-supplier-inventory-days-dio-anchor]]).
- The capex-composition anchor's current reading: Micron CIP $5,518M (FY2025 10-K, filed 2025-10-03) → $10,935M (Q3 FY2026 10-Q, period ended 2026-05-28),
shell_share31.1% → 45.7%. Read as "buildings first, tools later," an 18-30 month signature ([[2026-09-06-vendor-capex-composition-memory-anchor]]). - Every lag the vault has measured so far is short-horizon and n≤2: WIP days turn within ±2 quarters of the margin peak (n=2); financing is lagging DRAM spot (n=1); fab construction is 3-5 years ([[2026-07-15-capex-financing-layer-as-memory-cycle-phase-marker]]).
What the web says
- Samsung's 2017 capacity commitment is dateable to the day: 2017-07-04. Samsung announced 20.4 trillion won (~$18B) of new Korean chip investment, taking cumulative Pyeongtaek investment to 30 trillion won by 2021, with 6 trillion won for Hwaseong (Bloomberg, 2017-07-04 — headline and figures via search result; the article body is paywalled and was not fetched). The same day, Samsung Newsroom announced Pyeongtaek Line 1 had begun mass production and shipped its first product (64-layer V-NAND).
- DRAM contract price growth ran nine consecutive quarters and stopped after 2Q18. TrendForce, 2018-08-16: "DRAM Products to See a Weak Price Trend in 4Q18 after Price Growth of Nine Consecutive Quarters." The release names supply causes directly: "SK Hynix and Micron have been working to raise the yield rates and to migrate to advanced process, together with the newly added capacity at the Pyeongtaek plant of Samsung," plus "SK Hynix's new fab in Wuxi is expected to enter production."
- The first forecast QoQ decline is 4Q18, at -5%. TrendForce, 2018-09-26: "DRAM products have begun to see a weak price trend since 3Q18 after the price growth of nine consecutive quarters"; 4Q18 quotations to "decline by 5% QoQ," revised down from a prior 1-3% forecast. Named causes are mixed supply and demand: "increasing bit supply yet fairly limited growth in demand," weak smartphone demand on "new iPhones' high price tag," and US-China trade-war uncertainty.
- The rollover then accelerated within the quarter. TrendForce, 2018-12-04: "Prices for Some Contracts Have Been Adjusted Downward Twice in 4Q18," with a steeper decline forecast for 1Q19.
- NAND rolled over roughly three quarters ahead of DRAM. TrendForce/DRAMeXchange, 2017-12-11: supply "will eventually meet up to the demand, thus achieving market balance" in 4Q17, with oversupply and contract-price drops in 1Q18; 3D-NAND bit output to "grow by more than 5% compared with 4Q17" while notebook/tablet/smartphone demand drops "more than 15%."
- Neither a monthly nor a quarterly public $/Gb contract ASP series for 2017-2018 was reachable. TrendForce press releases give directional and QoQ-percentage statements only; the underlying series sits behind the gated
priceChartmember API or paid DRAMeXchange/IDC/Gartner feeds. The lag below is bracketed to a quarter, not dated to a month, and that is a data limit rather than a modelling choice.
Convergences and contradictions
- Convergence on the down-cycle date. The vault's independently-derived
down-cycle 2018-09label and Micron's GM peak at FQ-ended 2018-08-30 both land inside the TrendForce-dated 3Q18-plateau / 4Q18-decline window. Three methods (fab/margin labelling, XBRL margin series, contemporaneous price commentary) agree to within one quarter. That is the strongest thing this brief establishes. - Contradiction on what "rollover" means. The vault's phase-history keys the 2018 turn to 2018-09; TrendForce's own language keys the plateau to 3Q18 and the first decline to 4Q18. These differ by up to a quarter depending on whether "rollover" is "growth stops" or "price falls." Both are defensible; the brief reports the bracket rather than picking one.
- Contradiction on attribution. The vault's framing treats the 2018 rollover as supply-driven. The contemporaneous TrendForce releases attribute it to supply and a simultaneous demand air-pocket (iPhone pricing, trade war). A lag measured against Samsung's announcement alone therefore over-attributes; part of the 15 months is demand timing that had nothing to do with Pyeongtaek.
Synthesis for RDCO
The measured interval, keyed to Samsung's 2017-07-04 announcement. NAND contract ASPs rolled over in 1Q18, a lag of about 6 months. DRAM contract-price growth stopped after 2Q18 (~12 months), went flat-to-weak in 3Q18 (~12-14 months), and posted its first QoQ decline in 4Q18 (~15 months). Micron's gross margin peaked at FQ-ended 2018-08-30 (~14 months). The honest statement is a bracket: DRAM 12-16 months, NAND 6-7 months, with NAND leading DRAM by roughly three quarters. Keying instead to the vault's labelled capacity-announcement 2017-06 widens the DRAM bracket to 13-17 months. This is n=1. It is not a distribution, and it should never be quoted as "the" lag.
The single most important finding is that this number is a floor for the current window, not a transferable estimate. Samsung's July 2017 money went into a shell that was already standing: Pyeongtaek P1 broke ground in 2015 and began mass production on the same day as the announcement. The 2017 announcement was largely tool-fill and second-phase equipment on built real estate, so announcement→capacity-online was compressed to roughly twelve months. The current window is the opposite shape. Micron's CIP near-doubled to $10,935M while equipment-not-placed-into-service rose only 3.7%, which is buildings-first spending with an 18-30 month tool lag, and the vendors' own guidance dates meaningful new DRAM wafers to mid-2027 through 2028. Applying the 2018 lag unadjusted will call the rollover 2-4 quarters early.
What this does to the current window's dates. Taking the three plausible current keying events and adding the raw 12-16 month DRAM bracket: TrendForce's 2025-11-13 capex print gives Nov 2026 - Mar 2027; Micron's 10-Q period ended 2026-05-28 gives Jun 2027 - Oct 2027; the 2026-07-28 SK Hynix capex raise and the July 2026 Korea greenfield announcement give Jul 2027 - Nov 2027. The union is Q4 2026 through Q4 2027. Adding the shell-first adjustment of 2-4 quarters pushes the center to roughly Q4 2027 - Q1 2028, and an honest uncertainty band on an n=1 calibration is at least ±3 quarters, so Q1 2027 - Q3 2028. That band is wide enough that it cannot by itself trigger a position change. Note that the center lands near the useluminix probability-weighted peak of ~Q3 2027 already in the DIO brief, but those are two weak estimators agreeing, not independent confirmation; do not treat the overlap as corroboration.
Practical implication for the anchors. This calibration is too coarse to set the shell_share 45% threshold, and it does not rescue that threshold from being a guess. What it does justify is a sequencing rule that needs no lag estimate at all: in 2018, NAND rolled over roughly three quarters before DRAM. The Phase-3 tripwire already names "NAND contract prices going negative QoQ while DRAM stays positive" as the highest-value indicator, and TrendForce's 2026-07-30 forecast has the NAND sufficiency ratio turning positive in 2027 while DRAM's gap widens. The 2018 re-keying says that ordering is the one piece of 2018 structure that repeats cleanly and is observable monthly, whereas the capex-announcement lag is neither. Watch the NAND-leads-DRAM spread, not the calendar.
Why this is in the vault
This closes the open follow-up carried in [[2026-06-28-chip-memory-cycle-phase2-phase3-indicators]] ("re-key the 2018 cycle's Samsung capacity-announcement → ASP rollover lag") and supplies the empirical input that [[2026-09-06-vendor-capex-composition-memory-anchor]] said its 45% shell_share threshold was missing. It also adds a dated 2018 evidence row that /investing:label-historical-phases can use to tighten the 2017-06 and 2018-09 transitions in phase-history.csv from fab-date inference to contemporaneous price-commentary evidence, and it establishes that the resulting lag is a floor for the current cycle rather than a usable point forecast.
Open follow-ups
- Recover a real 2017-2018 DRAM/NAND contract ASP series (Wayback CDX crawl of the pre-2021 TrendForce
presscenterURL scheme, or a paid DRAMeXchange/IDC pull) so the rollover can be dated to a month instead of a quarter, and so the 2018 lag stops resting on directional press-release language. - Repeat this re-keying on the 2021-2022 cycle, where the vault does have monthly TrendForce data from 2021-02. That would take the lag calibration from n=1 to n=2 and let the band be stated as a range across cycles rather than a single bracket plus judgment.
- Date the peer 2017 announcements to primary sources for contrast: SK Hynix M15 Cheongju groundbreaking and Wuxi C2F, and Micron's FY2018 capex step-up as disclosed in its 10-K/earnings. Right now only the Samsung date is primary-sourced; the peers are inferred from the vault CSV and from TrendForce's passing mentions.
- Decompose the 2018 rollover into supply-driven and demand-driven components. TrendForce named a simultaneous smartphone demand air-pocket and the trade war; if a meaningful share of the 15 months is demand timing, the supply-only lag is shorter than 12-16 months and the floor argument gets stronger.
- Test whether the "NAND leads DRAM by ~3 quarters" ordering holds in the 2008 and 2022 cycles. If it does at n=3, it becomes a tripwire rule; if it does not, the 2018 observation is coincidence and should be demoted.
Related
- [[2026-06-28-chip-memory-cycle-phase2-phase3-indicators]]
- [[2026-09-06-vendor-capex-composition-memory-anchor]]
- [[2026-09-07-memory-supplier-inventory-days-dio-anchor]]
- [[2026-09-08-cxmt-ymtc-bit-share-phase3-threshold]]
- [[2026-07-15-capex-financing-layer-as-memory-cycle-phase-marker]]
- [[2026-05-18-hbm3e-hbm4-capacity-timeline-phase-b-end]]
- [[2026-05-18-memory-cycle-v1.1]]
- [[phase-history-notes]]
Sources
Vault
~/rdco-vault/01-projects/investing/anchors/memory-cycle-v1.1/phase-history.csv— 2018-cycle transition labels (2017-06, 2018-06, 2018-09)~/rdco-vault/01-projects/investing/anchors/memory-cycle-v1.1/phase-history-notes.md— labelling methodology and confidence tiers~/rdco-vault/01-projects/investing/anchors/dram-spot/trendforce-historical-2017-2026.csv— true range 2021-02-25 to 2026-04-24; pre-2021 gap~/rdco-vault/01-projects/investing/anchors/dram-spot/2026-05-17-trendforce-backfill-notes.md— explicit statement that pre-2021 is inaccessible~/rdco-vault/06-reference/research/2026-06-28-chip-memory-cycle-phase2-phase3-indicators.md~/rdco-vault/06-reference/research/2026-09-06-vendor-capex-composition-memory-anchor.md~/rdco-vault/06-reference/research/2026-09-07-memory-supplier-inventory-days-dio-anchor.md~/rdco-vault/06-reference/research/2026-09-08-cxmt-ymtc-bit-share-phase3-threshold.md~/rdco-vault/06-reference/research/2026-07-15-capex-financing-layer-as-memory-cycle-phase-marker.md~/rdco-vault/06-reference/research/2026-05-18-hbm3e-hbm4-capacity-timeline-phase-b-end.md~/rdco-vault/01-projects/investing/theses/2026-05-18-memory-cycle-v1.1.md
Web (fetched and quoted)
- TrendForce, 2018-08-16 — "DRAM Products to See a Weak Price Trend in 4Q18 after Price Growth of Nine Consecutive Quarters": https://www.trendforce.com/presscenter/news/20180816-10039.html
- TrendForce, 2018-09-26 — "DRAM Products May Experience Steeper Price Decline of 5% QoQ in 4Q18 Due to Oversupply and Weak Demand": https://www.trendforce.com/presscenter/news/20180926-10055.html
- I-Connect007 / TrendForce DRAMeXchange, 2017-12-11 — "Oversupply and Price Drop in 1Q18 NAND Flash Market": https://iconnect007.com/article/107889/oversupply-and-price-drop-in-1q18-nand-flash-market/107892/ein
Web (cited from search results, body not fetched)
- TrendForce, 2018-12-04 — "Prices for Some Contracts Have Been Adjusted Downward Twice in 4Q18": https://www.trendforce.com/presscenter/news/20181204-10078.html
- TrendForce, 2018-11-06 — October NAND contract price drop: https://www.trendforce.com/presscenter/news/20181106-10066.html
- TrendForce, 2019-02-21 — "NAND Flash Giants Suffer Revenue Loss of 16.8% in 4Q18": https://www.trendforce.com/presscenter/news/20190221-10105.html
- Samsung Newsroom, 2017-07-04 — Pyeongtaek mass production begins: https://news.samsung.com/global/samsung-electronics-begins-mass-production-at-new-semiconductor-plant-in-pyeongtaek-south-korea
Paywalled / not retrieved (flagged, not retried)
- Bloomberg, 2017-07-04 — "Samsung Plans $18 Billion of New Investments in Chip Production": https://www.bloomberg.com/news/articles/2017-07-04/samsung-plans-18-billion-of-new-investments-in-chip-production — the 20.4T won figure and the 30T won Pyeongtaek cumulative are taken from the search-result summary, not from the article body. Confirm against Samsung's own 2017 Q2/Q3 earnings release before this figure is treated as primary.
- TrendForce gated
priceChartmember API and DRAMeXchange/IDC/Gartner paid feeds — the only known routes to an actual 2017-2018 $/Gb contract ASP series.