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AI Market · Forecast desk · Live · hardware

66%

SK hynix or Samsung states in a primary release or earnings transcript that 2027 HBM capacity is substantially committed or sold out by October 31, 2026.

Probability history

0%25%50%75%100%08-0109-06deadline

Called at 81% on August 1, 2026. Repriced 1 time; now 66%. 55 days to deadline.

How the number was built

Final method: stacked-fixed-weights (resolved n=57 < 80). Each rung is an independent estimate; the final is a stacked combination.

Stated (issue date)81%
Reference class (n=29)50%
Recalibrated57%
Feature model67%
Council71%
Final66%

Drivers

  • Reference class qtype:disclosure runs 0.50 (n=29) vs stated 0.81.
  • Hierarchical calibration moves stated 0.81 to 0.57 (lens hardware, kappa_stated=24.0, kappa_lens=200.0).
  • Feature model at 0.67: conjuncts=1, named disclosure=True, horizon=91d.
  • Council of 5 at 0.71.

Cautions

  • all 5 votes came from one vendor (openai); extremization disabled, persona diversity only
  • 4 cited URL(s) failed verification and were dropped.

Council

5 personas on one model (openai/gpt-5.6-sol); other vendors were unavailable this run, so read this as one model's persona-averaged view, aggregated by log odds mean without extremization.

74%

grid and power economist · openai/gpt-5.6-sol

HBM supply is allocated well ahead because advanced-memory fabrication and packaging capacity cannot adjust quickly. By late October, both companies should have quarterly earnings releases and enough 2027 customer visibility to discuss commitments. SK hynix has historically used strong sold-out language, making it the likelier qualifying issuer; Samsung provides a second opportunity. However, the rule is wording-sensitive: statements about negotiations, demand visibility, or expected allocation would miss. Disclosure questions in the ledger resolve near 0.5, and the forecaster’s 0.8–0.9 band has realized only 0.5, so 0.81 appears too high despite favorable industry conditions.

69%

semiconductor supply chain analyst · openai/gpt-5.6-sol

AI-system demand and customer prepayments support early HBM reservations, while the deadline likely captures both vendors’ third-quarter reporting. SK hynix has historically used sold-out or fully booked language earlier and more directly than Samsung, making it the likelier route to a hit. However, 2027 supply depends heavily on HBM4/HBM4E qualification, yields, and advanced-packaging availability; vendors may therefore describe customer discussions or demand visibility without declaring capacity committed. The strict wording and primary-release requirement make 0.81 too high despite strong industry conditions.

72%

capital markets credit analyst · openai/gpt-5.6-sol

SK hynix’s customary late-October earnings cadence creates a likely qualifying disclosure window before the deadline; Samsung may also publish full third-quarter results by then. Strong AI infrastructure demand, including NVDA RPO growth of 68% in the digest, supports advance HBM allocation. SK hynix has historically used explicit sold-out language, making it the more likely qualifying issuer. Still, the rule is wording-sensitive: statements about strong demand, customer discussions, or negotiations fail, and 2027 allocations could remain fluid across HBM generations. The issuers’ outcomes are also highly correlated, limiting diversification. I place this above the hardware/disclosure base rates but below the forecaster’s 0.81 given their weak realized record in that confidence band.

64%

superforecaster statistician · openai/gpt-5.6-sol

Base rate: 0.50 for disclosure questions, cross-checked against 0.615 for hardware and 0.568 for single-leg questions. I adjust upward because either of two major HBM suppliers can qualify and the deadline plausibly captures a quarterly release cycle; strong semiconductor demand indicators also make substantial 2027 commitments credible. I adjust downward for the strict primary-release and wording requirements: negotiations, reported customer interest, or secondary sourcing fail. The forecaster’s 0.81 is too high given its 0.8–0.9 calibration bin realized only 0.50, albeit on four cases.

74%

geopolitics regulation analyst · openai/gpt-5.6-sol

SK hynix has a strong precedent of announcing that next-year HBM output is sold out or nearly allocated well before year-end, and either company’s late-October third-quarter release provides a natural disclosure point before the deadline. Strong AI-system demand and supplier lead times make substantial 2027 commitments plausible. I remain below 0.81 because the literal wording matters: management may describe customer negotiations, demand visibility, or allocation planning without saying capacity is sold out or substantially committed, and Samsung’s qualification and product-mix uncertainty further reduces the chance of qualifying language.

Evidence the engine used

direct · undated

SK hynix Newsroom

Cited by grid-and-power-economist: HBM supply is allocated well ahead because advanced-memory fabrication and packaging capacity cannot adjust quickly. By late October, both companies should have quarterly earnings releases and enough 2027 customer visibility to discuss commitments. SK hynix has his