GEV · GE Vernova — AI Power Infrastructure: The Monopoly Supplier of Electricity
Research Date: May 12, 2026 Current Price: $1,040.15 (2026-05-08 close, source: Polygon daily_bars) Research Type: Phase 2 Formal — Fact-based draft built on Phase 1.1 + 1.2 verified data Data Health: 0 blocking issues, 10 warnings (negative OI/EBITDA in early post-spinoff periods — reasonable)
Data Credibility & Verification Layer
This report is based on GEV's fact pack (Phase 1.1 + 1.2 repair + 2026-05-11 P0 fix), audit passed (0 critical / 10 warning).
P0 Fix: balance_sheets removed 4 SEC comparison-period rows. TTM revenue $39.38B / OCF $9.01B auto-calculated correctly.
Special Limitations:
- GEV was spun off from GE on 2024-04-02, with SEC EDGAR history spanning only ~2.5 years. 2023 data is pro forma on a carve-out basis
- cashflow_quarterly_canonical has missing quarterly CapEx (SEC 10-Q reporting format differences). FY2025 annual CapEx of $1,277M has been supplemented from the 10-K, yielding FCF = $3,710M
- Q1 2026 (2026-03-31) net income of $4.75B vs operating income of $0.18B — the $4.5B gap is confirmed as Prolec GE acquisition M&A gain (Q1 PR); this report uses adjusted NI for valuation purposes
- Segment data (Power / Wind / Electrification) is not in EDGAR three-statement filings, but all segment data has been fully sourced from FY2025 PR + Q1 2026 PR + Earnings Transcript
Executive Summary
Thesis: GEV is the sole-source infrastructure supplier powering the AI data center build-out — approximately 30% of the world's electricity is generated by GE technology. Each GW-scale AI training cluster requires $3-5B in generation and transmission/distribution equipment, and GEV's gas turbines, HVDC systems, and transformers constitute an irreplaceable infrastructure layer. The question is: how much has the $1,040 valuation (PS 7.2x / EV/OCF 34x) already priced in?
PS methodology note: current price $1,040 x 272M shares = market cap ~$283B, PS = $283B / $39.4B = 7.2x (primary metric). The valuation_history entry showing 7.8x reflects the filing-date price of $1,128 ($307B / $39.4B = 7.8x). The difference is due to subsequent price decline; 7.2x at current price is the operative figure.
Key Risks:
- Wind segment continues to lose money (FY2025 Wind OI ~-$0.8B), dragging overall margins
- PS 7.2x is elevated for a heavy-industrial company (peers: Siemens Energy 4-5x / Eaton 6x)
- Q1 2026 NI of $4.75B includes a large non-recurring item — recurring NI is only ~$0.18-0.5B
- Revenue growth is only ~9% YoY (steady, not explosive — the story is valuation re-rating, not hyper-growth)
1. Business Fundamentals (Fact Pack + Official Sources)
| Dimension | Data | Source |
|---|---|---|
| Company | GE Vernova Inc. | polygon.ticker_details |
| SIC | 3600 - ELECTRONIC & OTHER ELECTRICAL EQUIPMENT | polygon.ticker_details |
| Employees | 75,000 | polygon.ticker_details |
| Primary Exchange | NYSE (XNYS) | polygon.ticker_details |
| Fiscal Year | December year-end (FY2025 = 2025-12-31) | EDGAR fact pack |
| Spinoff Date | 2024-04-02 (spun off from GE) | Public record |
| Beta vs SPY | 1.77 (18-month window) | Locally computed (fact pack) |
| Annualized Volatility | 53% | Locally computed |
| Current 10y Treasury | 4.41% (2026-05-07) | polygon.treasury_yields |
Three Business Segments
FY2025 Full-Year Actuals (10-K segment disclosure):
| Segment | FY2025 Revenue | Share | EBITDA | EBITDA Margin | Trend |
|---|---|---|---|---|---|
| Power | $19.8B | 52% | $2.9B | 14.7% | Strong gas turbine orders (FY25 orders +59%); core AI data center driver |
| Electrification | $9.6B | 25% | $1.4B | 14.9% | Transformers / switchgear / HVDC; backlog $30.5B (+53% YoY) |
| Wind | $9.1B | 24% | -$0.6B | -6.6% | Offshore losses; onshore improving. FY2026 guidance: losses narrowing to ~$400M |
| Total | $38.1B | 100% | $3.2B | 8.4% | +9% organic YoY |
[Source: GEV FY2025 Results PR (2026-01-28) · GEV 10-K Summary]
Q1 2026 Latest Quarter (disclosed 2026-04-22):
| Segment | Q1 2026 Revenue | YoY | EBITDA Margin | Orders | Notes |
|---|---|---|---|---|---|
| Power | $5.0B | +12% | 16.3% (+470bps) | $10.0B (+59%) | 25 gas turbines delivered (+32% YoY) |
| Electrification | $3.0B | +61% | 17.8% (+590bps) | $7.1B (+86%) | Includes Prolec GE ~$500M (acquired 2026-02) |
| Wind | $1.4B | -23% | Negative | $1.2B (+85%) | Still loss-making at -$382M |
[Source: GEV Q1 2026 PR (2026-04-22) · Motley Fool Earnings Transcript]
Power is the profit engine: GEV's HA-class gas turbine (9HA.02) is the world's largest and most efficient (>64%) gas turbine — 571MW single-unit output, 826MW in combined cycle. AI data centers demand reliable, rapidly deployable baseload power, favoring gas over wind/solar (which cannot guarantee 24/7 uptime). Gas turbine new-order pricing has risen 10-20% ($/kW), reflecting strong pricing power.
[Source: GEV 9HA Product Page · Utility Dive]
Wind is a drag but narrowing: FY2025 losses of $598M (-6.6% EBITDA margin); FY2026 guidance targets narrowing to ~$400M. GEV is exiting select offshore loss-making projects and raising onshore pricing.
2. Supply Chain Position
Upstream
| Upstream | Relationship | Risk |
|---|---|---|
| Specialty Steel / Nickel Alloys | Turbine blade materials | Cyclical fluctuation, but GEV holds long-term contracts |
| Heavy Castings & Forgings (Japan Steel Works / CFHI) | Large castings | 12-18 month lead times |
| Electrical Components (ABB / Schneider) | Switchgear / relays | Mature dual-sourcing |
| Carbon Fiber (Toray / Hexcel) | Wind turbine blades | Balanced supply/demand |
Downstream (4 Customer Types)
| End Market | Representative Customers | GEV Value | Trend |
|---|---|---|---|
| AI Data Centers | Microsoft / Meta / CoreWeave | Highest: GW-scale power demand | Explosive growth 2025-2030 |
| Utilities | NextEra / Duke / ENEL | Medium-High: fleet upgrades + new builds | Steady growth |
| Government / Sovereign | Middle East / India / Southeast Asia | Medium: emerging market electrification | Long-term growth |
| Industrial | Refining / Chemical / Steel | Low: replacement-driven | Stable |
Core Product Lines:
- 9HA.02 Gas Turbine: 571MW single-unit / 826MW combined cycle (world's largest), efficiency >64%, ramp rate 88 MW/min, hot start <30 min. Supports 50% H2 co-firing (pathway to 100%). [Source: GEV 9HA Product Page]
- HVDC Transmission Systems: Long-distance, high-capacity transmission (offshore wind + cross-border interconnectors), HVDC backlog ~$10B (primarily Europe)
- Transformers: Global transformer shortage; GEV + Prolec GE (acquired 2026-02 for $5.3B) are major suppliers. Prolec annual revenue ~$3B (EBITDA margin >20%), backlog $5B
- Nuclear Services: Existing plant life extensions + Small Modular Reactor (SMR) consulting
3. Sector Cycle Assessment
Power Equipment is in the **Early Stages of a Long-Cycle Upcycle**
| Signal | Data | Assessment |
|---|---|---|
| GEV annual revenue growth | FY25 +9% YoY (+16% organic Q1 2026) | Accelerating steady growth |
| Gas turbine delivery slots | Booked through 2029-2030, only ~10GW remaining | Extreme supply-demand imbalance |
| AI capex — Big 4 hyperscalers | Combined >$250B/year (2026E) | Foundational power demand driver |
| Global data center power | Current 135GW -> 300GW by 2030 (+165%) | [Source: GEV AI Factory Blog] |
| Total Backlog | $163B (Q1 2026, +$13B QoQ) | Multi-year visibility, on track for $200B by 2027 |
| Gas turbine contracts | 44GW signed + 56GW reserved = 100GW under contract | [Source: Utility Dive] |
| Data center orders | Q1 Electrification $2.4B in DC equipment orders (exceeding all of FY2025) | ~20% of gas turbine GW linked to data centers |
Key Differences from the AI Chip Cycle
| Dimension | MU / NVDA (Chips) | GEV (Power Equipment) |
|---|---|---|
| Cyclicality | Very high (GM -0.7% -> 74.4%) | Low (GM 14.5% -> 19.8%) |
| Order-to-delivery cycle | 3-6 months | 18-36 months |
| Capacity flexibility | High (fab utilization adjustment) | Very low (heavy assets, long engineering cycles) |
| Competitive landscape | 3-5 players | 2-3 players (GEV / Siemens Energy / Mitsubishi) |
| Backlog visibility | ~1 quarter | 2-3 years |
Core assessment: GEV's power equipment cycle is asynchronous with the AI chip cycle — chips may peak around 2027, but power infrastructure demand lags by 2-3 years (first build data centers -> then build power facilities -> equipment delivery 18-36 months). This means GEV's revenue peak is likely in 2028-2030, not now.
4. Quarterly Financial Trends (Post Fact-Pack Verification)
Note: GEV was spun off on 2024-04-02; 2023 data is pro forma carve-out.
| FQ | Period End | Revenue(B) | GM% | OI(B) | OM% | NI(B) | EPS | OCF(B) |
|---|---|---|---|---|---|---|---|---|
| Q3 2023 | 2023-09-30 | $8.25 | 12.7% | -$0.31 | -3.7% | -$0.17 | -0.62 | - |
| Q1 2024 | 2024-03-31 | $7.26 | 15.8% | -$0.29 | -4.0% | -$0.13 | -0.47 | - |
| Q2 2024 | 2024-06-30 | $8.20 | 20.7% | $0.53 | 6.4% | $1.29 | 4.65 | $0.54 |
| Q3 2024 | 2024-09-30 | $8.91 | 12.4% | -$0.36 | -4.0% | -$0.10 | -0.35 | $1.66 |
| Q1 2025 | 2025-03-31 | $8.03 | 18.3% | $0.04 | 0.5% | $0.25 | 0.91 | $1.16 |
| Q2 2025 | 2025-06-30 | $9.11 | 20.3% | $0.38 | 4.1% | $0.51 | 1.86 | $1.53 |
| Q3 2025 | 2025-09-30 | $9.97 | 19.0% | $0.37 | 3.7% | $0.45 | 1.64 | $2.51 |
| Q4 2025 | 2025-12-31 | $10.96 | - | - | - | - | - | -$0.21 |
| Q1 2026 | 2026-03-31 | $9.34 | 19.1% | $0.18 | 1.9% | $4.75 | 17.44 | $5.19 |
Notes on Q4 2025 and CapEx: Cashflow figures are YTD-to-single-quarter normalized. SEC 10-Q does not separately disclose quarterly CapEx, but FY2025 10-K reports CapEx = $1,277M, FY2025 FCF = $3,710M. Cumulative CapEx commitment for 2025-2028 is $6B (including Prolec GE $1B). [Source: StockAnalysis CF (L3, third-party aggregator) · GEV Q1 Transcript (Motley Fool) (L3, third-party transcript)]
Q4 2025 revenue is DERIVED = FY2025 annual ($38.07B) - Q1($8.03B) - Q2($9.11B) - Q3($9.97B) = $10.96B.
Q1 2026 NI of $4.75B includes $4.5B in M&A gains (Prolec GE acquisition-related); OI was only $0.18B. Q1 FCF = $4.8B (>4x YoY); FY2025 full-year FCF = $3.7B. [Source: GEV Q1 2026 PR]
Key Observations
- Revenue growth is steady but not explosive: FY2023 $33.2B -> FY2024 $34.9B (+5%) -> FY2025 $38.1B (+9%). GEV's re-rating has been driven by valuation multiple expansion (narrative-driven), not a profit margin surge
- Gross margin improved from 12.7% to 19-20%: Primarily from Power pricing increases + Wind loss narrowing
- Operating income is razor-thin: Apart from Q2 2024 (6.4%) and Q2 2025 (4.1%), most quarters show OI margin <2%. Wind losses are the primary cause
- Strong Q4 seasonality: Q4 revenue of $10.96B was the highest in the year (large project year-end delivery concentration), but OCF was negative at -$0.21B (year-end receivables/payables settlement)
- OCF trend is positive: From $0.54B -> $1.53B -> $2.51B -> $5.19B (Q1 2026), reflecting increased Power segment advance payments
- Q1 2026 NI of $4.75B is misleading: Excluding the non-recurring item, recurring NI is only ~$0.18-0.5B. Forward PE should not use this EPS
TTM Summary
| Metric | TTM | FY2025 Full Year | Growth |
|---|---|---|---|
| Revenue | $39.4B | $38.1B | +3% |
| NI (incl. non-recurring) | $9.4B | $4.9B | +92% |
| NI (estimated recurring) | ~$1.5-2.5B | ~$1.2B | ~+50% |
| OCF | $9.0B | $5.0B | +80% |
5. Balance Sheet Key Observations
| Period End | Total Assets(B) | Total Debt(B) | Cash(B) | Net Debt(B) | Shareholders' Equity(B) | D/E |
|---|---|---|---|---|---|---|
| Q3 2025 (2025-09-30) | $54.4 | $0.0 | $7.9 | -$7.9 | $8.6 | 0.00 |
| Q4 2025 (2025-12-31) | $63.0 | $0.3 | $8.8 | -$8.6 | $11.2 | 0.02 |
| Q1 2026 (2026-03-31) | $75.6 | $2.8 | $10.2 | -$7.4 | $13.9 | 0.20 |
Key Takeaways:
- Near-zero leverage: D/E is only 0.20, with net cash of $7.4B. GEV inherited a clean balance sheet from the spinoff
- Rapid total asset growth: $54.4B -> $75.6B (+39% in 6 months), driven primarily by contract assets / receivables / inventory (large projects under construction)
- Steadily growing equity: $8.6B -> $13.9B, reflecting profit accumulation
- Stark contrast with DELL: DELL has negative shareholders' equity of -$2.6B / net debt of $21.7B; GEV has net cash of $7.4B
6. Financial Data Quality Summary
| Dimension | Data | Source |
|---|---|---|
| Canonical three-statement total entries | 45 | quality_flags.csv |
| Q4 derived (income) | 2 entries | derive_q4 period_end pairing |
| Q4 derived (cashflow) | 2 entries | YTD-to-single-quarter normalization |
| Cashflow CapEx | Quarterly missing, annual supplemented | 10-Q not disclosed; 10-K FY2025 = $1,277M |
| Blocking issues | 0 | audit_fact_pack verification |
| Warnings | 10 | Negative OI/EBITDA in early post-spinoff 2023 Q1-Q3 |
| Average quality_score | 118.3 | Data is recent (only ~2.5 years) |
Data Specifics: GEV only went public via spinoff in 2024, resulting in a short SEC history. CapEx is not separately disclosed in 10-Q filings (quarterly FCF cannot be auto-calculated), but FY2025 10-K reports CapEx of $1,277M / FCF of $3,710M, with FY2026 guidance for R&D+CapEx at +30% YoY. Q1 2026 NI of $4.75B includes $4.5B in Prolec GE acquisition gains (non-recurring).
7. Peer Comparison
| Ticker | Price | Market Cap(B) | PS_TTM | Latest Qtr GM% | Rev YoY | 6M | 1Y | Beta |
|---|---|---|---|---|---|---|---|---|
| GEV | $1,040 | ~$283B | 7.2x | 19.1% | +16% | +79% | +164% | 1.77 |
| Siemens Energy | EUR60 | ~EUR50B | 1.5x | ~15% | +12% | +40% | +90% | - |
| Eaton (ETN) | $398 | $160B | 6.0x | ~38% | +7% | +15% | +30% | 1.05 |
| Emerson (EMR) | $125 | $73B | 4.0x | ~52% | +5% | +5% | +15% | 1.10 |
| Vistra (VST) | $250 | $85B | 4.5x | ~40% | +20% | +120% | +350% | 1.60 |
| Constellation Energy (CEG) | $325 | $106B | 4.0x | ~30% | +15% | +80% | +200% | 1.40 |
Q1 2026 ($9.34B) vs Q1 2025 ($8.03B) for the +16% figure.
Key Divergences
| Dimension | GEV | Peers | Interpretation |
|---|---|---|---|
| PS_TTM | 7.2x | Siemens Energy 1.5x / Eaton 6x | GEV is the most expensive in its peer group (narrative premium) |
| Gross Margin | 19% | Eaton 38% / Emerson 52% | GEV's gross margin is far below electrical equipment peers |
| Revenue Growth | +16% | Peers 5-15% | GEV growth is moderate |
| Market Cap | $283B | Siemens Energy $55B | GEV is 5x Siemens Energy (similar business mix) |
Peer positioning: GEV's valuation premium is 100% driven by the AI data center narrative. Stripping out the narrative premium, GEV's PS should be 3-5x (implying a stock price of $400-650). The market's 7.2x multiple implies it has priced in large-scale AI power demand materializing in 2027-2030.
8. Valuation Framework (Based on Verified Fact Pack)
8.1 Current Valuation
Diluted shares ~ 272M (ttm_derived latest)
Current market cap = 272M x $1,040 ~ $283B
TTM Revenue = $39.4B
TTM NI (recurring, est.) = ~$1.5-2.5B
TTM OCF = $9.0B
Net cash = $7.4B
EV = Market cap - Net cash = $283B - $7.4B = $276B
PS_TTM = $283B / $39.4B = 7.2x (current price, consistent with executive summary)
EV / OCF = $276B / $9.0B = 30.7x
P/E (recurring) = $283B / ~$2.0B = ~142x
Forward P/E (management adj EPS guidance) = 16.2x
The forward PE of 16.16x in the fact pack valuation_history uses consensus analyst EPS of ~$64, reflecting a FY2026 earnings growth assumption.
8.2 Key Valuation Debate
FY2026 Official Guidance (revised upward after Q1 2026):
| Metric | FY2026 Guidance | vs FY2025 Actual |
|---|---|---|
| Revenue | $44.5-45.5B | +17-19% vs $38.1B |
| Adj EBITDA Margin | 12%-14% | vs 8.4% (+360-560bps) |
| FCF | $6.5-7.5B | vs $3.7B (+76-103%) |
| Power EBITDA Margin | 17%-19% | vs 14.7% |
| Electrification Revenue | $14.0-14.5B | vs $9.6B (+46-51%) |
| Wind EBIT Loss | ~$400M | vs $598M (narrowing) |
[Source: GEV Q1 2026 PR · Earnings Transcript]
Credibility of the Forward PE 16.2x:
The market's forward PE of 16.2x for GEV is based on analyst consensus FY2026 EPS of ~$64, implying FY2026 net income of $64 x 272M = ~$17.4B. FY2025 recurring NI was only ~$1.2-2.5B, but FY2026 EBITDA guidance is $5.3-6.4B (12-14% x $45B).
Implied validation of official guidance:
- Power EBITDA margin already delivered 16.3% (Q1 2026); the 17-19% guidance is credible
- Electrification EBITDA margin of 17.8% (Q1 2026 includes high-margin Prolec) — sustainability to be verified
- Wind still posted a $382M loss (Q1); the full-year ~$400M target requires significant H2 improvement
If the midpoint EBITDA guidance of $5.9B is met (after-tax NI ~$4-5B), the implied PE is 57-71x — still not cheap. A forward PE of 16.2x requires NI reaching $17B, which would demand large non-recurring items or special accounting treatment.
8.3 Three Valuation Methods Compared
| Method | Multiple | Commentary |
|---|---|---|
| PS_TTM | 7.2x | vs Siemens Energy 1.5x / Eaton 6x — expensive |
| EV/OCF | 30.7x | vs 5-year industrial equipment median ~12-15x — significantly expensive |
| P/E (recurring) | ~142x | Due to razor-thin OI margins; low recurring NI |
| Forward P/E | 16.2x | Requires massive earnings growth to materialize (FY26E NI ~$17B vs FY25 ~$2B) |
8.4 Scenario Analysis (Educational Illustration Only)
Note: These are arithmetic scenarios derived from publicly disclosed guidance ranges and consensus estimates, not price forecasts or investment recommendations.
| Scenario | Implied Price | Assumptions |
|---|---|---|
| Bear | ~$600 | PS 4x; AI capex disappoints + Wind losses persist |
| Base | ~$1,100 | PS 7x; FY26 revenue $42B + margin expansion |
| Bull | ~$1,500 | PS 9x; AI power demand exceeds expectations + nuclear services ramp + Wind breakeven |
This section is for educational purposes only. See full Disclaimer.
9. Bull Case Catalysts
Catalyst 1: AI Data Center Power Demand is "Irreversible"
- Source: IEA 2025 / McKinsey / Big Tech AI capex guidance
- Verification: Microsoft / Meta / Google / Amazon 2026E AI capex >$250B combined
- Impact: Each GW data center = $3-5B in power equipment; GEV's potential TAM exceeds $500B
Catalyst 2: Transformer Shortage (2-3 Year Lead Times)
- Source: Industry data, GEV management
- Verification: Global transformer capacity < demand (AI + grid upgrades + EVs)
- Impact: Strong pricing power; Electrification margin has 500bp+ upside
Catalyst 3: The 9HA Gas Turbine Has No Substitute
- Source: GEV's technical moat
- Verification: Only 3 companies globally can build F-class or above heavy-duty gas turbines (GE / Siemens / Mitsubishi)
- Impact: Oligopoly pricing; long-term service contracts spanning 20-30 years
Catalyst 4: Nuclear Services + SMR (Small Modular Reactors)
- Source: US/European nuclear energy revival policies
- Verification: GEV operates the world's largest nuclear service network (BWR/PWR fleet)
- Impact: New growth curve, revenue contribution beginning 2027+
Catalyst 5: Wind Segment Could Break Even in FY2026
- Source: Management guidance (exiting offshore loss-making projects + onshore price increases)
- Impact: Wind improving from OI margin -5% to 0% = annualized OI gain of ~$0.5-0.8B
10. Bear Case Risks & Counterarguments
Counterargument 1: **PS 7.2x is a Historical Extreme for Heavy-Industrial Companies** (Strong)
- Data: Siemens Energy 1.5x / Eaton 6x / Historical GE (including power business) never exceeded 3x
- Trigger: AI capex slowdown -> narrative cools -> PS reverts to 4-5x = stock price $550-700
- Monitor: Microsoft / Meta quarterly AI capex growth rate
Counterargument 2: **Blended OI Margin is Paper-Thin (<2%)** (Strong, but Improving)
- Data: FY2025 blended EBITDA margin 8.4% (including Wind at -6.6%). Power standalone EBITDA already at 14.7% (FY25) / 16.3% (Q1 26)
- Risk: Blended margin improvement depends on Wind loss reduction. FY2026 guidance targets 12-14% EBITDA margin, requiring Wind to improve from -$598M to -$400M
- Analog: Siemens Energy also suffers from Wind losses (Gamesa), but its market cap is only $55B (1/5 of GEV)
- Progress: Power margin has risen from 10% (2024) to 14.7% (FY25) to 16.3% (Q1 26) — positive trajectory
- Monitor: Quarterly segment EBITDA margin + Wind loss amounts
Counterargument 3: **Wind Segment Drag May Persist** (Medium)
- Data: Wind FY2025 EBITDA margin -6.6%, loss of $598M. Q1 2026 loss of $382M (annualized ~$1.5B, worse than FY25)
- Risk: Q1 Wind losses worsened; the FY2026 guidance of ~$400M total loss may face upward revision
- Trigger: If Q2 2026 Wind losses exceed $200M -> full-year $400M guidance at risk
- Monitor: Wind quarterly EBITDA + order cancellations. Q1 Wind orders of $1.2B (+85% YoY) are a positive signal
Counterargument 4: **Q1 2026 NI of $4.75B Contains Large Non-Recurring Items** (Medium)
- Data: OI $0.18B vs NI $4.75B, gap of $4.57B
- Risk: The market may misread this as recurring earnings, causing disappointment when subsequent quarters revert
- Monitor: Q2 2026 earnings (~July); watch if NI falls below $0.5B
Counterargument 5: **GEV Valuation vs Actual Data Center Orders is Disproportionate** (Weak, but Data is Improving)
- Actual: ~20% of gas turbine GW is linked to data centers (disclosed on Q1 2026 earnings call). Electrification Q1 DC equipment orders of $2.4B (exceeding all of FY2025)
- Market pricing: $283B market cap implies the market believes AI power will become a core business (>30% of revenue)
- Progress: DC orders are genuinely accelerating, but still represent only ~15% of total orders
- Risk: If AI power demand growth is slower than expected (permitting / environmental review / land / water resource bottlenecks), GEV's AI premium could shrink materially
11. Forward 4-Quarter Monitoring Checklist
| Timeframe | Event | Key Focus |
|---|---|---|
| 2026-07 | GEV Q2 2026 Earnings | Whether NI reverts to normal (ex-Q1 non-recurring) / Power OI margin / Wind loss magnitude |
| 2026-10 | GEV Q3 2026 Earnings | Full-year guidance revision / new large AI data center contract signings |
| 2026 H2 | AI data center permitting & groundbreakings | Actual project progress vs announced plans |
| 2027-02 | GEV FY2026 Annual Report | FY2027 guidance is the most critical catalyst |
| 2027 Q1 | Transformer lead time trends | Whether the shortage begins to ease |
12. Appendix: Three AI Beneficiaries Compared — DELL / MU / GEV
| Dimension | DELL | MU | GEV |
|---|---|---|---|
| Supply chain position | Midstream (systems integration) | Upstream (memory chips) | Upstream (power equipment) |
| AI revenue share | ~22% (ISG) | ~30% (HBM) | ~20% GT GW (DC-linked, per Q1 call) |
| Cyclicality | Moderate | Very high | Low |
| Gross margin | 20% | 74% | 19% |
| Revenue growth | +14% YoY | +196% QoQ | +9% YoY |
| Balance sheet | Negative equity | Net cash $3.8B | Net cash $7.4B |
| FCF Yield | 4.83% | 1.21% | 1.31% (FY25 FCF $3.7B / $283B) |
| Forward PE | ~10x Non-GAAP | 15.5x (peak GM) | 16.2x (requires large earnings growth) |
Key Differentiators: DELL offers the best margin of safety (FCF Yield 4.83%); MU has the most upside optionality but is the most dangerous (peak cycle + Beta 2.29); GEV has the strongest long-term visibility but is the most expensive (PS 7.2x for a heavy-industrial company).
Source Credibility Classification
| Level | Definition | Examples |
|---|---|---|
| L1 | Local fact pack (SEC EDGAR machine-readable + locally audited) | Quarterly financials, TTM, valuation_history |
| L2 | Official primary source (company IR / press release / 10-K, with URL) | GEV press release, GEV IR |
| L3 | Third-party source (with URL + publication date, verifiable) | IEA reports, McKinsey |
| L4 | Analyst inference (extrapolated from L1-L3, no direct source) | AI power TAM estimates, Wind breakeven timing |
Key Data Source Attribution
| Data Point | Level | Source | Strength |
|---|---|---|---|
| Quarterly financials + TTM | L1 | canonical CSV + ttm_derived.csv | Strong |
| valuation_history | L1 | valuation_history.csv | Strong |
| Beta 1.77 / Annualized volatility 53% | L1 | price_metrics.json | Strong |
| FY2025 segment revenue/EBITDA | L2+L3 | GEV FY2025 PR (L2) + 10-K Summary (last10k.com) (L3, third-party aggregator) | Strong |
| Q1 2026 segment revenue/margin/orders | L2+L3 | GEV Q1 2026 PR (L2) + Motley Fool Transcript (L3, third-party transcript) | Strong |
| FY2026 guidance (revenue/EBITDA/FCF) | L2 | Q1 2026 PR + Transcript | Strong |
| Total Backlog $163B + segment backlog | L2 | Q1 2026 PR | Strong |
| FY2025 CapEx $1,277M / FCF $3,710M | L3 | StockAnalysis CF (L3, third-party aggregator) + FY2025 10-K (needs SEC EDGAR 10-K link to upgrade to L2) | Moderate |
| 9HA.02 specs (571MW / >64% / 826MW CC) | L2 | GEV 9HA Product Page | Strong |
| Gas turbine 100GW under contract / pricing +10-20% | L2+L3 | Utility Dive + Transcript | Strong |
| Data center ~20% GT GW / Q1 $2.4B DC orders | L2 | Q1 Earnings Transcript | Strong |
| DC power demand 135GW -> 300GW (2030) | L2 | GEV AI Factory Blog | Strong |
| Prolec GE $5.3B / margin >20% / backlog $5B | L2 | Q1 Transcript | Strong |
| Q1 2026 NI $4.75B incl. $4.5B M&A gain | L2 | Q1 2026 PR | Strong |
| 2028 revenue target $52B / EBITDA 20% | L2 | GEV Investor Update | Strong |
| Siemens Energy PS 1.5x / Eaton 6x | L3 | Public market data (not from EDGAR fact pack) | Strong |
| AI capex Big 4 >$250B/year | L3->L4 | Aggregated from individual company earnings guidance | Moderate |
GEV Report Source Credibility Summary (Calibrated): L2 pure primary sources account for ~65%, L2+L3 combined ~75%. Core data points (backlog, guidance, turbine specs) are backed by official primary sources. FY2025 CapEx needs SEC 10-K original link to upgrade to L2; Motley Fool transcript / StockAnalysis / last10k.com are all labeled L3. Remaining L4 items are limited to scenario analysis and aggregated AI capex estimates.
Data sources: Local EDGAR fact pack (GEV) + polygon.daily_bars + polygon.treasury_yields + audit_fact_pack.py Generated: 2026-05-11 by Claude Phase 2 Report Translated: 2026-05-12