SK Hynix will maintain industry HBM lead, capturing >50% of NVIDIA's total HBM procurement (HBM3E + HBM4) throughout 2026.
Predictor: Morgan Stanley
Prediction text
SK Hynix will maintain industry HBM lead, capturing >50% of NVIDIA's total HBM procurement (HBM3E + HBM4) throughout 2026. | SKH HBM share + NVIDIA supplier disclosures
Key catalyst: SKH HBM share + NVIDIA supplier disclosures
Watch events: SKH quarterly HBM revenue; NVIDIA HBM supplier mix disclosures.
Resolution evidence
SKH Q1 2026 earnings: HBM revenue +3x YoY; NVIDIA-reserved capacity skewed to SKH per channel checks.
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: memory_supercycle_2y
Named memory-market supercycle (DRAM/HBM) persists/intensifies into stated year (n>=2y forward)
Tetlock-style outside view: at TRF=1 (just predicted), outside view dominates (w_in=0.3). At TRF=0 (deadline), inside view dominates (w_in=1.0). The blend regularizes overconfident inside views toward the historical base rate.
Probability over time
Milestone chain
- 2025-08-31hitSK Hynix Q2 2025 HBM market share reported at 62%How: SK Hynix reports 62% global HBM market share in Q2 2025, well above 50% thresholdSource: Astute Group / TrendForce HBM market share dataconf 99%Notes: HIT — 62% > 50% requirement firmly met.
- 2025-10-29hitSK Hynix sells out 2026 DRAM/HBM/NAND supply to NVIDIAHow: SK Hynix Q3 2025 earnings confirm full 2026 capacity sold to NVIDIASource: CNBC — SK Hynix Q3 2025 resultsconf 99%Notes: HIT — SK Hynix confirmed full 2026 supply sold out to NVIDIA, sealing >50% share for HBM3E.
- 2026-03-18overdueQ1 window check-in (25%)
- 2026-03-31hitSK Hynix HBM4 shipments to NVIDIA Rubin start in March 2026How: SK Hynix begins shipment of HBM4 to NVIDIA for Rubin platformSource: TrendForce — Samsung/SK Hynix HBM4 supplier news Mar 2026conf 95%
- 2026-04-30hitUBS forecasts SK Hynix 70% HBM4 share for NVIDIA RubinHow: UBS or peer publishes research showing SK Hynix achieving ~70% share of NVIDIA HBM4 procurementSource: Semicone / UBS — SK Hynix HBM4 share researchconf 95%
- 2026-06-03pendingQ2 window check-in (50%)
- 2026-08-18pendingQ3 window check-in (75%)
- 2026-12-31pendingYear-end 2026 SK Hynix HBM share remains ≥50%How: Q4 2026 HBM tracker shows SK Hynix global HBM market share ≥50% (combined HBM3E+HBM4)Source: TrendForce Q4 2026 HBM market share reportconf 85%Notes: TrendForce 2026 outlook calls 50% (down from 59% in 2025) with Samsung climbing to 28%. Borderline; closely watch H2 2026.
- 2026-09-01 → 2027-06-30pendingSamsung Foundry challenges SK Hynix dominance with HBM4 winsHow: Samsung captures >30% of NVIDIA HBM4 procurement, pressuring SK Hynix below 50% thresholdSource: Digitimes — Samsung 30%+ HBM4 share with NVIDIA in 2026conf 55%
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": 0.6127227050582519,
"kappa": 0.5833,
"base_rate": null,
"predictor": "Morgan Stanley",
"total_llr": 0,
"bayesian_v2": true,
"prior_logit": 0.7525967961953628,
"bayes_factor": "1:1 (no signal)",
"blend_reason": "no reference_class linked",
"inside_prior": 0.6797442645961114,
"kappa_source": "predictor_table",
"blend_applied": false,
"contributions": [
{
"llr": 0,
"kappa": 0.5833,
"label": "Samsung beat SK Hynix to public HBM4 shipment announcement, suggesting Samsung is closing the gap. SK Hynix still leads ",
"adjusted_llr": 0
}
],
"evidence_kind": "intake_event_update",
"inside_source": "history_v2",
"inside_weight": 1,
"outside_weight": 0,
"posterior_prob": 0.6797442645961114,
"evidence_origin": "daily_intake",
"llm_suggestions": [
{
"polarity": "mentions",
"status_change": "partial",
"evidence_strength": "moderate",
"delta_prob_suggestion": -0.04
}
],
"posterior_logit": 0.7525967961953628,
"predictor_brier": 0.01,
"evidence_doc_ids": [],
"inside_posterior": 0.6797442645961114,
"blended_posterior": 0.6797442645961114,
"reference_class_id": null,
"total_adjusted_llr": 0,
"predictor_n_resolved": 1
}Raw metadata
{
"trf": 0.6650500679109432,
"kappa": 0.5833,
"base_rate": null,
"predictor": "Morgan Stanley",
"total_llr": -0.4054651081081644,
"grace_days": 7,
"bayesian_v2": true,
"prior_logit": 0.9321441919991826,
"bayes_factor": "1.3:1 against",
"blend_reason": "no reference_class linked",
"inside_prior": 0.7175100930162186,
"kappa_source": "predictor_table",
"n_milestones": 1,
"blend_applied": false,
"contributions": [
{
"llr": -0.4054651081081644,
"kind": "quartile_checkpoint",
"kappa": 0.5833,
"label": "Q1 window check-in (25%)",
"weight": 0.05,
"strength": "weak",
"confidence": null,
"source_url": null,
"adjusted_llr": -0.2365077975594923,
"expected_date": "2026-03-18",
"measurement_criterion": null
}
],
"evidence_kind": "metadata_milestone_miss_sweep",
"inside_source": "history_v2",
"inside_weight": 0.5344649524623397,
"outside_weight": 0.4655350475376603,
"posterior_prob": 0.6672195956280316,
"posterior_logit": 0.6956363944396904,
"predictor_brier": 0.01,
"inside_posterior": 0.6672195956280316,
"blended_posterior": 0.6672195956280316,
"reference_class_id": null,
"total_adjusted_llr": -0.2365077975594923,
"predictor_n_resolved": 1
}Network propagation neighbors
Top incoming (parents)
Edges that influence THIS node's belief
| Kind | Node | Their prob | P(c|s=T) | P(c|s=F) | Δ implied |
|---|---|---|---|---|---|
| killer | TK02 AI Compute Supply Shock (TSMC/Taiwan Disruption) | 12.0% | 0.050 | 0.780 | +0.013 |
Top outgoing (children)
Predictions THIS node influences
No outgoing edges.
Ticker exposure
Beneficiaries (24)
Prerequisites (1)
| Type | Pred | Title | Domain | Lag |
|---|---|---|---|---|
| killer | TK02 | AI Compute Supply Shock (TSMC/Taiwan Disruption) | — | — |
Dependents (0)
| Type | Pred | Title | Domain | Lag |
|---|---|---|---|---|
| No dependents | ||||
Validations (1)
| Observed at | Status | By | Notes |
|---|---|---|---|
| 2026-05-21 | partial | intake:7afeeb9a-f217-4dd2-b910-24ff14bdfc39 | Samsung beat SK Hynix to public HBM4 shipment announcement, suggesting Samsung is closing the gap. SK Hynix still leads HBM3E but >50% NVIDIA HBM share through 2027 more contested. |
Linked documents (10)
| Sim | Source | Title | Market prob | Polarity | Reviewed | Published |
|---|---|---|---|---|---|---|
| 0.629 | gdelt | 1964864 | — | mentions | pending | 2026-04-30 |
| 0.615 | polymarket | Games Total: O/U 2.5 | 100% | mentions | pending | 2026-04-09 |
| 0.606 | polymarket | Will FURIA win IEM Cologne Major 2026? | 5% | mentions | pending | 2026-04-06 |
| 0.602 | polymarket | Will Haas be the 2026 F1 Constructors' Champion? | 1% | mentions | pending | 2025-12-08 |
| 0.602 | polymarket | Game Handicap: KC (-1.5) vs SK Gaming (+1.5) | 100% | mentions | pending | 2026-04-29 |
| 0.600 | polymarket | Counter-Strike: FURIA vs GamerLegion - Map 2 Winner | 0% | mentions | pending | 2026-04-09 |
| 0.597 | polymarket | Counter-Strike: FURIA vs GamerLegion - Map 1 Winner | 100% | mentions | pending | 2026-04-09 |
| 0.596 | polymarket | LoL: GIANTX vs Team Heretics - Game 2 Winner | 100% | mentions | pending | 2026-04-29 |
| 0.595 | polymarket | Counter-Strike: FURIA vs GamerLegion (BO3) - BLAST Rivals Group B | 56% | mentions | pending | 2026-04-09 |
| 0.593 | polymarket | LoL: GIANTX vs Team Heretics - Game 1 Winner | 100% | mentions | pending | 2026-04-29 |
Raw metadata
{
"nia": false,
"qty": ">50% NVIDIA HBM",
"mode": "FORECAST",
"role": "Cited-Firm",
"context": "Consistent with SKH early HBM3/3E dominance and first-mover HBM4 qualification.",
"to_year": 2026,
"cited_by": "Synthesis report",
"conv_cues": "specific share; major bank",
"direction": "NUMERIC_TARGET",
"from_year": 2026,
"timeframe": "2026",
"conv_level": "HIGH",
"milestones": [
{
"kind": "llm_pre_event",
"label": "SK Hynix Q2 2025 HBM market share reported at 62%",
"notes": "HIT — 62% > 50% requirement firmly met.",
"source": "Astute Group / TrendForce HBM market share data",
"status": "hit",
"weight": 0.4,
"ordinal": -7,
"source_id": null,
"confidence": 0.99,
"source_url": "https://www.astutegroup.com/news/general/sk-hynix-holds-62-of-hbm-micron-overtakes-samsung-2026-battle-pivots-to-hbm4/",
"expected_date": "2025-08-31",
"observed_date": "2025-08-31",
"research_origin": "deep_research",
"measurement_criterion": "SK Hynix reports 62% global HBM market share in Q2 2025, well above 50% threshold"
},
{
"kind": "llm_pre_event",
"label": "SK Hynix sells out 2026 DRAM/HBM/NAND supply to NVIDIA",
"notes": "HIT — SK Hynix confirmed full 2026 supply sold out to NVIDIA, sealing >50% share for HBM3E.",
"source": "CNBC — SK Hynix Q3 2025 results",
"status": "hit",
"weight": 0.4,
"ordinal": -6,
"source_id": null,
"confidence": 0.99,
"source_url": "https://www.cnbc.com/2025/10/29/sk-hynix-q3-profit-revenue-record-.html",
"expected_date": "2025-10-29",
"observed_date": "2025-10-29",
"research_origin": "deep_research",
"measurement_criterion": "SK Hynix Q3 2025 earnings confirm full 2026 capacity sold to NVIDIA"
},
{
"kind": "quartile_checkpoint",
"label": "Q1 window check-in (25%)",
"status": "overdue",
"weight": 0.05,
"ordinal": -5,
"source_id": null,
"expected_date": "2026-03-18",
"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": "SK Hynix HBM4 shipments to NVIDIA Rubin start in March 2026",
"source": "TrendForce — Samsung/SK Hynix HBM4 supplier news Mar 2026",
"status": "hit",
"weight": 0.4,
"ordinal": -4,
"source_id": null,
"confidence": 0.95,
"source_url": "https://www.trendforce.com/news/2026/03/09/news-samsung-sk%E2%80%AFhynix-reportedly-tapped-as-nvidia-rubin-hbm4-suppliers-shipments-could-start-in-march/",
"expected_date": "2026-03-31",
"observed_date": "2026-03-31",
"research_origin": "deep_research",
"measurement_criterion": "SK Hynix begins shipment of HBM4 to NVIDIA for Rubin platform"
},
{
"kind": "llm_pre_event",
"label": "UBS forecasts SK Hynix 70% HBM4 share for NVIDIA Rubin",
"source": "Semicone / UBS — SK Hynix HBM4 share research",
"status": "hit",
"weight": 0.4,
"ordinal": -3,
"source_id": null,
"confidence": 0.95,
"source_url": "https://www.semicone.com/article-385.html",
"expected_date": "2026-04-30",
"observed_date": "2026-04-30",
"research_origin": "deep_research",
"measurement_criterion": "UBS or peer publishes research showing SK Hynix achieving ~70% share of NVIDIA HBM4 procurement"
},
{
"kind": "quartile_checkpoint",
"label": "Q2 window check-in (50%)",
"status": "pending",
"weight": 0.05,
"ordinal": -2,
"source_id": null,
"expected_date": "2026-06-03",
"observed_date": null
},
{
"kind": "quartile_checkpoint",
"label": "Q3 window check-in (75%)",
"status": "pending",
"weight": 0.05,
"ordinal": -1,
"source_id": null,
"expected_date": "2026-08-18",
"observe
... (truncated)