24-Month LPDDR5X $/GB Forecast

Supply/demand model with 3 scenario bands. Observed data (solid) through Mar 2026, forecast (dashed) through Q1 2028.

Price Recovery Estimate:
Supply Side
New Fab Capacity Timeline
0 mo
Chinese DRAM Expansion (CXMT)
5%
Manufacturer Supply Discipline
1.0×
Samsung 34%, SK Hynix 36%, Micron 16% control ~95% of DRAM output. They can expand to accelerate recovery or hold output flat to protect margins.
Demand Side
AI Server Buildout Pace
50% YoY
Nvidia LPDDR5X (Grace/Vera)
100%
Each Grace CPU uses 480GB LPDDR5X. Vera (2027) uses 960GB+. A single GB300 rack = 17TB — enough for ~1,000 laptops.
Consumer Device Demand
0%
OEM Spec Downgrade Rate
15%
When memory costs spike, OEMs cut RAM configs. For handhelds: aggressive downgrades free up supply for gaming devices that need premium memory.

Handheld Device BOM Impact

Estimated RAM + Storage BOM cost trajectory. Color: green = below current, red = above current, yellow = within 10%. Updates with sliders.

Config Q1 2024 Now (Q1 2026) Q2 2026 Q4 2026 Q2 2027 Q4 2027
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Fab Supply Timeline

When new DRAM fabs come online. Shifts with the fab capacity slider. Color by manufacturer.

Supply/Demand Model

  • Supply: ~40 EB annual base, QoQ growth 2-6% over forecast period, minus HBM allocation (20-25% of wafer capacity diverted to AI accelerators).
  • Demand: PC (~250M units, 14GB avg), smartphones (~1.15B, 7GB), handhelds (~8M, 18GB), servers growing 30% YoY.
  • Gap-to-price elasticity: Supply/demand gap amplified 3-5× to map to price (calibrated to 2016-17 and 2020-21 DRAM cycles).

Scenario Probabilities

  • Bull (20%): Prices peaked Q1 2026, decline through 2026, approach pre-crisis ($2/GB) by Q2 2027. Requires faster-than-expected supply recovery.
  • Base (60%): Prices peak Q2 2026, begin declining Q3 2026, reach 1.5× pre-crisis by Q4 2027. Consensus analyst view.
  • Bear (20%): Prices peak Q3 2026, plateau through Q2 2027, slow decline to 2× pre-crisis by Q1 2028. Requires sustained AI-driven demand shock.

Confidence Degradation

  • 0-6 months: Solid line, tight band (±10%). High confidence from contract visibility.
  • 6-12 months: Dashed, wider band (±25%). Standard forecast uncertainty.
  • 12-18 months: Dotted, much wider (±45%). Technology/capacity assumptions dominate.
  • 18-24 months: Faint dotted, very wide (±70%). Speculative — geopolitical, macro, and technology unknowns.

What This Model Does NOT Account For

  • Geopolitical shocks (sanctions, export controls, trade wars)
  • Natural disasters affecting fab operations
  • Sudden technology transitions (e.g., a breakthrough in MRAM or ReRAM)
  • Coordinated supply manipulation by oligopoly players
  • Macroeconomic recession reducing all demand categories simultaneously
  • Individual OEM contract terms — actual prices vary by volume commitment, relationship, and timing

BOM Configurator

Build a custom handheld memory BOM. Pick RAM and storage — or load a device preset. Use the Time Machine to compare costs across quarters.

Device Presets

RAM Configuration

Capacity
Speed
LOW confidence in crisis — speed premiums compressed

Storage Configuration

Capacity

Time Machine

Q1 2024 Now Q1 2028
Mar 2026 CRISIS
Then
Now

Market Regime System & LPDDR5X $/GB

  • Normal (pre-Q3 2025) — LPDDR5X OEM: $1.50–$2.50/GB. Standard supply conditions.
  • Tight (Q3 2025) — LPDDR5X OEM: $2.50–$5.00/GB. Supply constrained, lead times extending.
  • Crisis (Q4 2025–present) — LPDDR5X OEM: $5.50–$10.00/GB. Severe shortage.

Sources: Framework WAC = $10/GB (near-zero markup), Apple OEM ≈ $5.83/GB (12GB module at $70). The $/GB is the OEM price — no additional discount applied.

Data Sources (Priority Order)

  • Framework laptop parts — Direct OEM-transparent pricing. OEM-TRANSPARENT
  • OEM earnings calls — BOM signal from financial reports. BOM-SIGNAL
  • TrendForce / DRAMeXchange — Contract & spot market data. HIGH
  • PCPartPicker retail — Consumer retail pricing. OEM-RETAIL
  • Contract leaks — Industry channel checks. CONTRACT-LEAK

Key Conversions

  • RAM formula: oem_ram_cost = capacity_gb × lpddr5x_per_gb × speed_mult. No DDR5-die stacking.
  • Speed tier multipliers (compressed in Crisis): 6400 = 1.00, 7500 = 1.03, 8000 = 1.05, 8533 = 1.08.
  • Storage OEM: Direct retail anchors × 0.75. No NAND-wafer derivation.

BOM Pressure Score

  • Composite 0–100 from 4 weighted signals: DRAM contract QoQ (30%), LPDDR5X lead time (25%), memory % of BOM (25%), NAND spot trend (20%).

On-Package RAM

  • Intel Lunar Lake integrates LPDDR5X 8533 on-die. Cannot separate from CPU BOM. Shown with dashed borders, italic text, LOW confidence.

Confidence Levels

  • HIGH — Direct observation from primary source
  • MEDIUM — Derived via documented conversion
  • LOW — Significant assumptions or data gaps
  • SEED — Placeholder data, do not cite

Data Labels

  • OEM-TRANSPARENT — Direct OEM pricing (e.g., Framework)
  • BOM-SIGNAL — Inferred from OEM earnings/financials
  • CONTRACT-LEAK — Industry channel checks
  • SECONDARY-MARKET — Reseller/secondary channel
  • OEM-RETAIL — Consumer retail pricing