Power & Utilities Equity Research

GEV

GE Vernova

Last Updated 2026-05-12
Data Source SEC EDGAR 10-K/10-Q + Company IR

Research Note — This is editorial analysis based on public data. It does not constitute investment advice, a recommendation to buy or sell any security, or an offer to transact. sectally has no positions in GEV. See full disclaimer.

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:

  1. Wind segment continues to lose money (FY2025 Wind OI ~-$0.8B), dragging overall margins
  2. PS 7.2x is elevated for a heavy-industrial company (peers: Siemens Energy 4-5x / Eaton 6x)
  3. Q1 2026 NI of $4.75B includes a large non-recurring item — recurring NI is only ~$0.18-0.5B
  4. 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

  1. 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
  2. Gross margin improved from 12.7% to 19-20%: Primarily from Power pricing increases + Wind loss narrowing
  3. 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
  4. 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)
  5. OCF trend is positive: From $0.54B -> $1.53B -> $2.51B -> $5.19B (Q1 2026), reflecting increased Power segment advance payments
  6. 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:

  1. Near-zero leverage: D/E is only 0.20, with net cash of $7.4B. GEV inherited a clean balance sheet from the spinoff
  2. Rapid total asset growth: $54.4B -> $75.6B (+39% in 6 months), driven primarily by contract assets / receivables / inventory (large projects under construction)
  3. Steadily growing equity: $8.6B -> $13.9B, reflecting profit accumulation
  4. 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:

  1. Power EBITDA margin already delivered 16.3% (Q1 2026); the 17-19% guidance is credible
  2. Electrification EBITDA margin of 17.8% (Q1 2026 includes high-margin Prolec) — sustainability to be verified
  3. 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