Samsung will grow global HBM market share from 20% to 28% by securing majority of orders for Vera Rubin-exclusive HBM4.
Predictor: Morgan Stanley
Prediction text
Samsung will grow global HBM market share from 20% to 28% by securing majority of orders for Vera Rubin-exclusive HBM4. | Samsung HBM4 qualification + Vera Rubin attribution
Key catalyst: Samsung HBM4 qualification + Vera Rubin attribution
Watch events: Samsung HBM quarterly revenue; Vera Rubin ramp attribution.
Resolution evidence
Samsung HBM4 qualification progressing 2025-2026 but behind SKH; NVIDIA Vera Rubin order book includes Samsung meaningful allocation.
Predictor: Morgan Stanley
Calibration plot (stated vs observed)
Evidence about this node from Morgan Stanley is multiplied by κ in /api/intake. Lower κ = less weight; floors at 0.10 (effectively silenced) and caps at 1.00 (full weight).
Reference class
This node isn't linked to a reference class. The Bayesian update applies without outside-view blending.
Probability over time
Milestone chain
- 2026-02-15overdueSamsung passes Nvidia HBM4 qualification and signs Vera Rubin supply contractHow: Samsung publicly confirms (via earnings call, press release, or sourced media report) it has passed Nvidia qualification and secured purchase orders for HBM4 destined for Vera RubinSource: https://fintool.com/news/samsung-hbm4-nvidia-vera-rubin — Samsung begins world's first HBM4 mass production for Vera Rubinconf 95%
- 2026-02-20overdueQ1 window check-in (25%)
- 2026-02-01 → 2026-03-31overdueSamsung HBM4 mass production begins shipmentsHow: Samsung confirms first HBM4 shipments have begun (TrendForce, KED Global, or Samsung official disclosure)Source: https://www.trendforce.com/news/2026/02/09/news-samsung-hbm4-reportedly-to-ship-first-after-lunar-new-year-initial-share-projected-at-mid-20/ — Samsung HBM4 to ship first after Lunar New Year, initial share mid-20%conf 92%
- 2026-04-11overdueQ2 window check-in (50%)
- 2026-05-31pendingQ3 window check-in (75%)
- 2026-03-01 → 2026-09-30pendingSamsung secures approximately 30% of Nvidia's 2026 HBM4 allocation (vs SK hynix ~70%)How: DigiTimes, TrendForce, or KED Global reports Samsung's confirmed HBM4 share for Nvidia at 28-32% range during 2026 rampSource: https://www.digitimes.com/news/a20251216PD218/hbm4-samsung-nvidia-2026-sk-hynix.html — Samsung nears deal to supply over 30% of Nvidia HBM4 in 2026conf 78%
- 2026-07-01 → 2026-12-31pendingVera Rubin platform begins volume ramp in second half 2026How: Nvidia confirms Rubin volume shipments to hyperscale customers in Q3 or Q4 2026 earnings callSource: https://www.tradingkey.com/analysis/stocks/us-stocks/261447057-nvidia-ces-2026-vera-rubin-enters-mass-production-tradingkey — Vera Rubin enters mass production at CES 2026conf 85%
- 2026-09-01 → 2027-03-31pendingSamsung global HBM market share crosses 28% threshold per TrendForce/CounterpointHow: Independent market tracker (TrendForce, Counterpoint, Omdia) publishes quarterly HBM market share showing Samsung at >=28% of total industry HBM revenue or unit shareSource: https://www.kedglobal.com/korean-chipmakers/newsView/ked202603080004 — Samsung wins Vera Rubin HBM4 slots, widening lead over Micronconf 60%
What if this resolves?
Click a button to clamp this prediction and run a Gibbs sample. Returns the predictions whose marginals shift most. ~30s per run; ideal for stress-testing "if X resolves, what else moves?"
Evidence chain
Raw metadata
{
"trf": 0.6650500679109432,
"kappa": 0.5833,
"base_rate": null,
"predictor": "Morgan Stanley",
"total_llr": -1.6218604324326575,
"grace_days": 7,
"bayesian_v2": true,
"prior_logit": 0,
"bayes_factor": "2.5:1 against",
"blend_reason": "no reference_class linked",
"inside_prior": 0.5,
"kappa_source": "predictor_table",
"n_milestones": 4,
"blend_applied": false,
"contributions": [
{
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"kind": "llm_pre_event",
"kappa": 0.554135,
"label": "Samsung passes Nvidia HBM4 qualification and signs Vera Rubin supply contract",
"weight": 0.4,
"strength": "weak",
"confidence": 0.95,
"source_url": null,
"adjusted_llr": -0.22468240768151768,
"expected_date": "2026-02-15",
"measurement_criterion": "Samsung publicly confirms (via earnings call, press release, or sourced media report) it has passed Nvidia qualification and secured purchase orders for HBM4 destined for Vera Rubin"
},
{
"llr": -0.4054651081081644,
"kind": "quartile_checkpoint",
"kappa": 0.5833,
"label": "Q1 window check-in (25%)",
"weight": 0.05,
"strength": "weak",
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"adjusted_llr": -0.2365077975594923,
"expected_date": "2026-02-20",
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},
{
"llr": -0.4054651081081644,
"kind": "llm_pre_event",
"kappa": 0.5366360000000001,
"label": "Samsung HBM4 mass production begins shipments",
"weight": 0.4,
"strength": "weak",
"confidence": 0.92,
"source_url": null,
"adjusted_llr": -0.21758717375473294,
"expected_date": "2026-03-02",
"measurement_criterion": "Samsung confirms first HBM4 shipments have begun (TrendForce, KED Global, or Samsung official disclosure)"
},
{
"llr": -0.4054651081081644,
"kind": "quartile_checkpoint",
"kappa": 0.5833,
"label": "Q2 window check-in (50%)",
"weight": 0.05,
"strength": "weak",
"confidence": null,
"source_url": null,
"adjusted_llr": -0.2365077975594923,
"expected_date": "2026-04-11",
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}
],
"evidence_kind": "metadata_milestone_miss_sweep",
"inside_source": "prior_prob",
"inside_weight": 0.5344649524623397,
"outside_weight": 0.4655350475376603,
"posterior_prob": 0.2859195452967408,
"posterior_logit": -0.9152851765552352,
"predictor_brier": 0.01,
"inside_posterior": 0.2859195452967408,
"blended_posterior": 0.2859195452967408,
"reference_class_id": null,
"total_adjusted_llr": -0.9152851765552352,
"predictor_n_resolved": 1
}Network propagation neighbors
No propagation data yet. Run inference/.venv/bin/python scripts/ops/run_loopy_belief_propagation.py on the droplet, or wait for the Sunday 02:00 UTC weekly cron.
Ticker exposure
Beneficiaries (24)
Prerequisites (0)
| Type | Pred | Title | Domain | Lag |
|---|---|---|---|---|
| No prerequisites | ||||
Dependents (0)
| Type | Pred | Title | Domain | Lag |
|---|---|---|---|---|
| No dependents | ||||
Linked documents (10)
| Sim | Source | Title | Market prob | Polarity | Reviewed | Published |
|---|---|---|---|---|---|---|
| 0.611 | edgar_8k | Beam Global (BEEM) (CIK 0001398805) | — | mentions | pending | 2026-05-15 |
| 0.593 | polymarket | Counter-Strike: PARIVISION vs Liquid (BO1) - CS Asia Championships Group B | 63% | mentions | pending | 2026-05-07 |
| 0.591 | polymarket | Valorant: Leviatán Esports vs Global Esports (BO3) - VCT Masters London Group Stage | 56% | mentions | pending | 2026-05-26 |
| 0.585 | fda | FDA ANDA213929: LEUCOVORIN CALCIUM (LEUCOVORIN CALCIUM) — LEADING | — | mentions | pending | 2026-05-05 |
| 0.585 | fda | FDA BLA761340: EPYSQLI (ECULIZUMAB-AAGH) — SAMSUNG BIOEPIS CO LTD | — | mentions | pending | 2026-04-28 |
| 0.582 | fda | FDA ANDA217554: LENALIDOMIDE (LENALIDOMIDE) — DEVA HOLDING AS | — | mentions | pending | 2026-04-27 |
| 0.581 | fda | FDA BLA761059: HADLIMA (ADALIMUMAB-BWWD) — SAMSUNG BIOEPIS CO LTD | — | mentions | pending | 2026-04-29 |
| 0.580 | polymarket | Counter-Strike: TheMongolz vs Lynn Vision (BO1) - CS Asia Championships Group B | 74% | mentions | pending | 2026-05-07 |
| 0.579 | polymarket | LoL: Vivo Keyd Stars vs LOUD (BO5) - CBLOL Playoffs | 0% | mentions | pending | 2026-05-04 |
| 0.577 | polymarket | LoL: Vivo Keyd Stars vs LOUD - Game 4 Winner | 0% | mentions | pending | 2026-05-04 |
Raw metadata
{
"nia": false,
"qty": "20%→28% HBM share",
"mode": "FORECAST",
"role": "Cited-Firm",
"caveats": "Qualification slips or yield issues would derail share-gain narrative.",
"context": "Catch-up thesis for Samsung HBM — predicated on aggressive HBM4 qualification success.",
"to_year": 2026,
"cited_by": "Synthesis report",
"conv_cues": "specific share gain; MS research",
"direction": "NUMERIC_TARGET",
"from_year": 2026,
"timeframe": "2026",
"conv_level": "HIGH",
"milestones": [
{
"kind": "llm_pre_event",
"label": "Samsung passes Nvidia HBM4 qualification and signs Vera Rubin supply contract",
"source": "https://fintool.com/news/samsung-hbm4-nvidia-vera-rubin — Samsung begins world's first HBM4 mass production for Vera Rubin",
"status": "overdue",
"weight": 0.4,
"ordinal": -6,
"source_id": null,
"confidence": 0.95,
"expected_date": "2026-02-15",
"miss_emitted_at": "2026-05-02T22:07:21.384228+00:00",
"miss_emitted_by": "metadata_milestone_sweep",
"research_origin": "deep_research",
"measurement_criterion": "Samsung publicly confirms (via earnings call, press release, or sourced media report) it has passed Nvidia qualification and secured purchase orders for HBM4 destined for Vera Rubin"
},
{
"kind": "quartile_checkpoint",
"label": "Q1 window check-in (25%)",
"status": "overdue",
"weight": 0.05,
"ordinal": -5,
"source_id": null,
"expected_date": "2026-02-20",
"observed_date": null,
"miss_emitted_at": "2026-05-02T22:07:21.384228+00:00",
"miss_emitted_by": "metadata_milestone_sweep"
},
{
"kind": "llm_pre_event",
"label": "Samsung HBM4 mass production begins shipments",
"source": "https://www.trendforce.com/news/2026/02/09/news-samsung-hbm4-reportedly-to-ship-first-after-lunar-new-year-initial-share-projected-at-mid-20/ — Samsung HBM4 to ship first after Lunar New Year, initial share mid-20%",
"status": "overdue",
"weight": 0.4,
"ordinal": -4,
"source_id": null,
"confidence": 0.92,
"expected_date": "2026-03-02",
"miss_emitted_at": "2026-05-02T22:07:21.384228+00:00",
"miss_emitted_by": "metadata_milestone_sweep",
"research_origin": "deep_research",
"expected_date_range": {
"to": "2026-03-31",
"from": "2026-02-01"
},
"measurement_criterion": "Samsung confirms first HBM4 shipments have begun (TrendForce, KED Global, or Samsung official disclosure)"
},
{
"kind": "quartile_checkpoint",
"label": "Q2 window check-in (50%)",
"status": "overdue",
"weight": 0.05,
"ordinal": -3,
"source_id": null,
"expected_date": "2026-04-11",
"observed_date": null,
"miss_emitted_at": "2026-05-02T22:07:21.384228+00:00",
"miss_emitted_by": "metadata_milestone_sweep"
},
{
"kind": "quartile_checkpoint",
"label": "Q3 window check-in (75%)",
"status": "pending",
"weight": 0.05,
"ordinal": -2,
"source_id": null,
"expected_date": "2026-05-31",
"observed_date": null
},
{
"kind": "llm_pre_event",
"label": "Samsung secures approximately 30% of Nvidia's 2026 HBM4 allocation (vs SK hynix ~70%)",
"source": "https://www.digitimes.com/news/a20251216PD218/hbm4-samsung-nvidia-2026-sk-hynix.html — Samsung nears deal to supply over 30% of Nvidia HBM4 in 2026",
"status": "pending",
"weight": 0.4,
"ordinal": -1,
"source_id": null,
"confidence": 0.78,
"expected_date": "2026-06-15",
"research_origin": "deep_research",
"expected_date_range": {
"to": "2026-09-30",
"from": "2026-03-01"
},
"measurement_criterion": "DigiTimes, TrendForce, or KED Global reports Samsung's confirmed HBM4 share for Nvidia at 28-32% range during 2026 ramp"
},
{
"kind": "event",
"label
... (truncated)