Investment Committee Summary
| Rating | HOLD |
| Internal 5-tier | HOLD |
| Classification · conviction | quality defensive · medium |
| Evidence | 8/8 load-bearing inputs sourced |
| Triangulated fair value | $130 (+5% vs spot · triangulated FV) |
| 12-mo scenario PWEV | $134 (+8% vs spot · 12m PWEV) |
| Next catalyst | 2026-10-28 — Quarterly earnings |
| Primary thesis-break | Weather-normalised commercial-class retail load growth (YoY) < 0.04 (2 consecutive prints) |
Decision detail — rating tables & Research OS strip
Rating: HOLD
Internal 5-tier: HOLD · quality defensive · analyst conviction: medium
| Metric | Value |
|---|---|
| Current Price | $124 |
| Triangulated Fair Value | $130 (+5% vs spot · triangulated FV) |
| 12-mo Scenario PWEV | $134 (+8% vs spot · 12m PWEV) |
| Forward P/E | 19.5x |
| Market Cap | $68B |
| 52-Week Range | $113–$141 (intraday high and low over the trailing 52 weeks of the stock's own daily bars) |
EPS basis for the forward P/E and all scenario multiples: consensus forward EPS (broker-adjusted, non-GAAP).
Methodology: Valuation triangulated across three weighted anchors — a scenario-weighted PWEV, a Monte Carlo median (Student-t + regime switching) and a peer P/E re-rate. Anchors are blended at fixed declared weights, each counted separately; the Monte Carlo and the scenario PWEV all rest on the same base multiple, so where they agree it is partly by construction — not independent corroboration. Figures reconciled to Alpha Vantage 2026-10-12. Each chart below sits with the part of the thesis it evidences.
General research, published identically to every reader. Not personal financial advice. Figures as of the analysis date; verify before acting.
Decision Support — Research OS jump to detail ↓
| Research conviction | Exp. return (1y) | Rules stance | Next catalyst |
|---|---|---|---|
| 59.2/100 (56th pct) | +9% 1yr expected | Hold | 15d — Quarterly earnings |
Full breakdown — conviction components, probability-return distribution, decision rules, factor & portfolio interaction and the catalyst timeline — in the Decision Support sections below. Model output for research; not personal financial advice.
📎 Download the full model (Excel) — DCF line items, scenarios, sensitivity, assumptions, and extended fundamentals.
Recommendation: HOLD
Balanced: triangulated fair value $130 (+5% vs spot); the outcome hinges on Gross Margin. The debate is Gross Margin — a fundamental call.
Investment Thesis
At $124 (13 October 2026) AEP trades on 19 times forward earnings, in line with its regulated-utility peer median. The market is paying for datacentre-driven load growth and an accelerating capital plan converting into rate-base compounding. The engine does not dispute that earnings path; it disputes the certainty. Probability-weighting the scenario set — including a structural rate-shock path whose target sits below the 52-week low — produces a probability-weighted value of $134 and a base-path target of $138 above the current price but inside any sensible error band, and the simulation puts a minority of paths above spot. Triangulated fair value of $130 leaves the shares fairly valued against the anchor set, +5% against spot, on a regulated operating margin of 28% (reported GAAP, TTM to Jun 2026). The rating is HOLD: the growth wing is real but already in the price, and net debt of ~$51.2B makes the equity a leveraged claim on allowed returns rather than a clean claim on load growth. The most damaging risk is a long-rate spike that compresses the multiple while rate cases lag recovery of a rising interest bill.
Narrative drafted 2026-08-16 by claude-opus-5 under supervision; reviewed by Marinus 2026-08-16.
The dashboard below is the whole argument on one page: spot ($124) against each valuation anchor, the scenario tree, technicals and the options-implied move.
Anti-Thesis (The Real Bear Case)
The structural bear case needs no recession. AEP must recover an accelerating capital programme through rate cases across eleven state jurisdictions at the exact moment residential bills are inflating to fund datacentre-driven investment. Commissions respond to bill shock by trimming authorised returns, disallowing costs and stretching recovery lags. If long rates spike simultaneously, the sector de-rates from 19 times toward the mid-teens while interest expense on net debt of ~$51.2B compounds the earnings squeeze. Large-load customers can also bypass the rate base through behind-the-meter generation or renegotiated tariffs, stranding transmission investment — the one class of asset whose recovery depends entirely on the load staying attached. Earnings fall and the shares settle at the structural target, below the 52-week low, with no valuation floor from the dividend yield: a regulated payout funded by external capital is not a floor when the cost of that capital is the thing rising.
Key Debate
Gross Margin explains 50% of Monte Carlo outcome variance — the single variable that decides which side is right.
What the Market Is Pricing In
At the current price, the market pays 19.5× consensus forward EPS, and a peer median 20.0×.
Variant perception: the house view is in-line with consensus, and the thesis is primarily FCF-driven.
| Metric | Consensus | House | Importance |
|---|---|---|---|
| Revenue | 23.6 | 23.8 | High |
| EPS | 6.4 | 6.4 | Medium |
| Target price | 142.5 | 138.3 | Medium |
Scenario Analysis
The scenario tree spans a structural 'Structural — Adverse Rate Cases / Rate-Shock De-Rate' downside ($69.20) to a 'Bull — Defensive Re-Rate' bull case ($212); the probability-weighted blend (PWEV $134) is +8% versus spot.
| Scenario | Probability | Target | Return vs spot |
|---|---|---|---|
| Structural — Adverse Rate Cases / Rate-Shock De-Rate | 20% | $69.20 | -44% |
| Recession / Rate Spike / Cost Overrun | 17% | $112 | -10% |
| Base — Rate-Base Growth + Allowed ROE | 35% | $143 | +15% |
| Growth — Datacenter Load / Clean-Energy Capex | 20% | $180 | +45% |
| Bull — Defensive Re-Rate | 8% | $212 | +70% |
| Probability-Weighted (PWEV, after SBC dilution) | — | $134 | +8% |
SBC charge: scenario targets are gross per-share prices; the PWEV is reduced by one year of stock-based-compensation dilution (1.5% of shares, on SBC ≈ 0% of revenue), trimming the gross PWEV of $136 to $134 (-1.5%). SBC is charged once, as dilution — never also deducted from FCF.
Scenario rationale — the driver path behind every target:
- Structural — Adverse Rate Cases / Rate-Shock De-Rate (20%, $69.20). Structural impairment — adverse rate cases / rate-shock de-rate: earnings AND the multiple compress together. Target sits below the 52-week low by construction.
- Recession / Rate Spike / Cost Overrun (17%, $112). Cyclical downturn — rate-base growth + allowed ROE + rate cases + interest rates + load growth (datacenters) weakens for 1–2 years before normalising.
- Base — Rate-Base Growth + Allowed ROE (35%, $143). Mid-cycle — normalised rate-base growth + allowed ROE + rate cases + interest rates + load growth (datacenters); disciplined capital allocation; steady returns.
- Growth — Datacenter Load / Clean-Energy Capex (20%, $180). Upside — datacenter load growth + clean-energy capex lifts earnings above mid-cycle; the multiple expands modestly.
- Bull — Defensive Re-Rate (8%, $212). Upside tail — sustained tight conditions or a structural re-rate on datacenter load growth + clean-energy capex.
Valuation Triangulation
Three weighted anchors — a scenario-weighted pwev, a monte carlo median (student-t + regime switching) and a peer p/e re-rate — read them with their basis in mind. The Monte Carlo, the scenario PWEV, any DCF's exit-multiple terminal and any peer re-rate key off a market multiple, so they are not independent; only a DCF's explicit-period cash flows are multiple-free, and its terminal usually carries most of its value. The discipline is to read the spread, not to treat three numbers as three independent votes.
| Method | Basis | Fair Value | vs Spot | Weight in this name's blend |
|---|---|---|---|---|
| Monte Carlo median (Student-t + regime) | multiple | $126 | +1% | 30% (declared 15%) |
| Peer P/E re-rate | multiple | $128 | +3% | 20% (declared 10%) |
| Peer EV/Revenue re-rate | multiple | $106 | -15% | 0% — cross-check only |
| Scenario PWEV | multiple | $134 | +8% | 50% (declared 25%) |
| Triangulated (weighted) | — | $130 | +5% | 100% |
The house blend DECLARES five anchor weights — DCF 35%, scenario PWEV 25%, Monte Carlo 15%, sum-of-parts 15%, peer re-rate 10%. For this name DCF, sum-of-parts are not computed, so 50% of the declared weight is redistributed across the anchors that exist — which is why the weights above differ from the declared ones. The fair value is unaffected by this disclosure; the blend has always worked this way.
Peer EV/Revenue re-rate — 0% weight: it duplicates the peer-multiple information already carried by the Peer P/E anchor while ignoring margin mix; weighting both would double-count the peer view. Shown as a cross-check.
Monte Carlo — the outcome distribution
10,000 paths, Student-t shocks (fat tails) with a regime-switching overlay. The median lands at $126 and 51% of paths finish above spot. The variance decomposition shows the gross margin is the dominant swing factor (50% of variance). The fundamental driver, not the multiple, sets the spread — a cleaner setup.
Peer benchmarking — relative value
Against its 4 peers in the same GICS sub-industry, re-rating to their median forward multiple (P/E 20.0x) implies $128. A premium is only justified by superior growth/margins; otherwise it is multiple risk. Weighted just 20% so market sentiment does not set the fair value.
Across all anchors the spread is 22% of the median — moderate (healthy method disagreement — read the blend with care).
Peer Quality & Weighting
| Peer | Fwd P/E | Growth | Op margin | Quality | Weight cap |
|---|---|---|---|---|---|
| SO | 21.0× | 6% | 26% | direct | 100% |
| DUK | 19.0× | 6% | 26% | direct | 100% |
| CEG | 22.9× | 10% | 22% | direct | 100% |
| VST | 18.3× | 10% | 27% | direct | 100% |
Quality-weighted forward P/E: 20.3× (simple median 20.0×). Direct peers count 100%, segment 50%, broad 25%.
Historical-range cross-check: 52-week range $113–$141, centre $126 (+1% vs spot); spot sits at the 42nd percentile of the range. Low-weight mean-reversion cross-check, not a fundamental anchor.
Risk / Reward & Margin of Safety
| Metric | Value |
|---|---|
| Upside to triangulated FV (FV ÷ price − 1) | $130 (+5% vs spot · triangulated FV) |
| Downside to lowest scenario (Structural — Adverse Rate Cases / Rate-Shock De-Rate) | $69.20 (-44% vs spot · bear scenario) |
| Reward/risk ratio | 0.1× |
| Discount to fair value (1 − price ÷ FV) | +5% |
| P(price > spot) — Monte Carlo | 51% |
Reward/risk = (triangulated FV ÷ price − 1) ÷ (1 − 'Structural — Adverse Rate Cases / Rate-Shock De-Rate' target ÷ price). 'Structural — Adverse Rate Cases / Rate-Shock De-Rate' ($69.20, probability 20%) is the lowest-target scenario in the tree, taken gross of SBC dilution. Bull case (Bull — Defensive Re-Rate): $212.
Company Overview & Business Model
American Electric Power Co Inc — UTILITIES · UTILITIES - REGULATED ELECTRIC. American Electric Power (AEP) is a major investor-owned electric utility in the United States, delivering electricity to more than five million customers in 11 states.
Company description as supplied by Alpha Vantage; not checked against the company's filings.
How it makes money.
| Segment | Rev mix | Growth | Model op margin† | Key driver |
|---|---|---|---|---|
| Regulated Utility | 100% | +6% | 17% | rate-base growth + allowed ROE + rate cases + interest rates + load growth (datacenters) |
† Model margin = gross margin − the opex ratio calibrated so the Monte Carlo median EPS meets the EPS target; it is not a reported operating margin.
Reported operating margin (GAAP): 24.3% for the fiscal year ended 2025-12-31; 28.4% TTM to 2026-06-30 (Alpha Vantage INCOME_STATEMENT).
Edge. Wide moat. Authored moat rationale withheld pending re-authoring.
Revenue-Segment Breakdown
The company-specific drivers behind the valuation — each segment carries its own growth, margin, multiple and capex intensity. (Tags: FACT reported · ESTIMATE from disclosures · INFERENCE judgment.)
| Segment | Revenue | Mix | Growth | Model op margin† | Model EBIT | Multiple | Capex % | Tag |
|---|---|---|---|---|---|---|---|---|
| Regulated Utility | $22.4B | 100% | 6% | 17% | $3.8B | 21.0x | 20% | ESTIMATE |
| † Model EBIT = revenue × the model margin, i.e. gross margin less the opex ratio the calibration solved for to meet the EPS target — not the company's reported operating income. |
For comparison, the company's reported GAAP operating margin was 24.3% for the fiscal year ended 2025-12-31; 28.4% TTM to 2026-06-30 (Alpha Vantage INCOME_STATEMENT).
Named Exposures
Demand & pricing cycle (FACT/ESTIMATE)
| Dimension | Assessment |
|---|---|
| driver | rate-base growth + allowed ROE + rate cases + interest rates + load growth (datacenters) |
| net_debt_or_cash_b | -51.23 |
Capital intensity & shareholder returns (ESTIMATE)
| Dimension | Assessment |
|---|---|
| capex_pct_revenue | 0.2 |
| div_yield | 0.0274 |
Structural risk vs optionality (INFERENCE)
| Dimension | Assessment |
|---|---|
| downside | adverse rate cases / rate-shock de-rate |
| upside | datacenter load growth + clean-energy capex |
Balance Sheet & Liquidity
| Metric | Value |
|---|---|
| Net debt | $49.8B — highly levered |
| Net debt / EBITDA | 5.51x |
| Interest coverage (EBIT / interest) | 2.9x |
| Current ratio | 0.45x |
| Lease obligations | $0.7B |
| Cash & ST investments | $0.5B |
Balance-sheet data as of 2025-12-31 (Alpha Vantage).
Capital Allocation
| Metric | Value |
|---|---|
| Free cash flow | $6.8B |
| Buybacks / dividends | $0.0B / $2.0B |
| Total shareholder yield | 3.0% |
| Payout as % of FCF | 29.5% |
| Reinvestment (capex / OCF) | 1.9% |
| Allocation stance | reinvesting |
Free-Cash-Flow Quality
| Metric | Value |
|---|---|
| FCF margin | 30.4% |
| FCF conversion (FCF / net income) | 190.3% |
| FCF yield | 10.0% |
| Capex intensity (capex / revenue) | 0.6% |
| FCF − SBC (diagnostic) | $6.8B |
| Capex split (maint / growth) | 35% / 65% — Capital-heavy regulated utility (~20% of revenue) with an accelerating ~$50-54bn plan. Growth-tilted toward transmission expansion and datacenter-load interconnection to grow the rate base, with a minority for maintenance of the existing T&D and generation base. |
Accounting quality: SBC 0% of revenue; cash conversion (OCF/NI) 194% — cash-backed.
Competitive Moat
Moat sources:
- Regulated T&D monopoly across 11 states (legal franchise)
- Largest US transmission footprint (~40,000 miles) - scale and FERC-regulated returns
- Allowed ROE on a large, growing rate base (constructive-regulation dependent)
- Datacenter-heavy service territory (PJM) as regulated load-growth optionality
Earnings-Call Disconfirmation & Sentiment
Derived signals from the MCH market-data store (Alpha Vantage transcripts + news). Quantitative tone only — a disconfirmation flag, not a substitute for reading the call.
Management vs analyst tone (2026Q2): management +0.38 vs analyst floor +0.00 → delta +0.38 (n=39 mgmt / 27 Q&A; 43rd pctile across the S&P book, z -0.2).
Flag: TYPICAL — management-vs-analyst tone within the normal cross-sectional range.
| Quarter | Mgmt | Analyst | Delta |
|---|---|---|---|
| 2026Q2 | +0.38 | +0.00 | +0.38 |
| 2026Q1 | +0.46 | +0.00 | +0.46 |
| 2025Q4 | +0.48 | +0.35 | +0.13 |
| 2025Q3 | +0.44 | +0.13 | +0.31 |
News (last 365d, 1541 articles): avg ticker sentiment +0.19 (bullish 22% / bearish 1%)
Consensus & Market Expectations
| Reference | Value |
|---|---|
| Street target (mean) | $143 (+15% vs spot · street) |
| House target | $138 (-2.9% vs street) |
| Sell-side coverage | 23 analysts (SB 3 / B 10 / H 10 / S 0 / SS 0; net score 0.35) |
| Consensus FY EPS | $6.38 (reference only — house values on EV/EBITDA) |
| Consensus FY revenue | $23.6B; house in-line (+1.0%) |
_Consensus figures: Alpha Vantage sell-side aggregates. Where the house view sits materially above or below the street, the divergence is itself a datum — see the thesis.
Catalyst Calendar
- 2026-10-28 (~16d) — Quarterly earnings — est. EPS $1.98 (AV EARNINGS_CALENDAR)
- 2026-11-05 (~24d) — Multi-state rate-case cluster orders (Ohio, Texas, Appalachian jurisdictions) (authored)
- 2027-01-28 (~108d) — Investor day / capital-plan step-up on datacenter load (authored)
Forecast Track Record
- EPS surprise: beat 62% of the last 8 quarters; average surprise +3.1%.
Catalyst Timeline
6 catalysts in the next 90 days (of 14 tracked). Importance 1–3; confidence 0–1.
| When | Catalyst | Type | Importance | Confidence |
|---|---|---|---|---|
| 2026-10-14 (in 1d) | September CPI | macro | ●● | 0.8 |
| 2026-10-28 (in 15d) | Quarterly earnings | earnings | ●●● | 0.95 |
| 2026-10-28 (in 15d) | FOMC rate decision + press conference | macro | ●● | 0.8 |
| 2026-11-05 (in 23d) | Multi-state rate-case cluster orders (Ohio, Texas, Appalachian jurisdictions) | authored | ● | 0.7 |
| 2026-12-09 (in 57d) | FOMC rate decision + SEP dot plot | macro | ●● | 0.8 |
| 2026-12-18 (in 66d) | Quarterly options-expiry cluster (3rd Friday) | opex_cluster | ● | 1.0 |
| 2027-01-27 (in 106d) | FOMC rate decision + press conference | macro | ●● | 0.8 |
| 2027-01-28 (in 107d) | Investor day / capital-plan step-up on datacenter load | authored | ● | 0.7 |
| 2027-03-17 (in 155d) | FOMC rate decision + SEP dot plot | macro | ●● | 0.8 |
| 2027-03-19 (in 157d) | Quarterly options-expiry cluster (3rd Friday) | opex_cluster | ● | 1.0 |
| 2027-04-28 (in 197d) | FOMC rate decision + press conference | macro | ●● | 0.8 |
| 2027-06-09 (in 239d) | FOMC rate decision + SEP dot plot | macro | ●● | 0.8 |
| 2027-06-18 (in 248d) | Quarterly options-expiry cluster (3rd Friday) | opex_cluster | ● | 1.0 |
| 2027-09-17 (in 339d) | Quarterly options-expiry cluster (3rd Friday) | opex_cluster | ● | 1.0 |
_Sources: extended.catalysts, data/catalysts/
Regulatory & Legal Risk
| Issue | Probability | Valuation sensitivity | Horizon |
|---|---|---|---|
| Multi-jurisdiction rate-case outcomes (allowed ROE, equity layer, capex recovery across 11 states) | high (~60%) | high - blended allowed ROE and rate-base recovery are the entire model; ~10-15% of FV | 12-24m |
| FERC transmission-return policy and PJM large-load / datacenter cost-allocation rulings | medium (~45%) | medium - transmission ROE and load-growth treatment ~5-8% of FV | 12-24m |
Probabilities and sensitivities are analyst estimates, not market-implied.
Scenario Macro & Key Risks
| Scenario | Macro assumption | Key risk |
|---|---|---|
| Structural — Adverse Rate Cases / Rate-Shock De-Rate | A higher-for-longer rate regime plus adverse regulatory outcomes (disallowed capex, lower allowed ROE) breaks the rate-base compounding story; the bond proxy de-rates as its yield spread to Treasuries widens. | Regulators disallow a chunk of the capital plan while the discount rate rises, hitting both the numerator and the multiple. |
| Recession / Rate Spike / Cost Overrun | A rate spike raises the utility's cost of capital and refinancing burden while capital-plan cost overruns compress achieved returns below the allowed ROE. | Financing costs outrun the regulatory lag on recovery, squeezing coverage and pressuring the dividend/credit rating. |
| Base — Rate-Base Growth + Allowed ROE | Constructive rate cases deliver mid-single-digit rate-base growth at roughly the allowed ROE; earnings compound steadily as a rate-geared bond proxy. | The premium forward multiple compresses if rates stay elevated, so earnings compound but the stock does not. |
| Growth — Datacenter Load / Clean-Energy Capex | Datacenter load growth and clean-energy investment expand the rate base faster than trend, with supportive regulators letting the utility earn on the incremental capital. | Datacenter load is priced in as a free option before contracts and regulatory treatment are actually secured. |
| Bull — Defensive Re-Rate | Falling rates and a flight to defensive duration re-rate regulated utilities as premium bond proxies; the yield spread compresses in the stock's favor. | A defensive re-rate on a rate-sensitive name reverses violently if the rate outlook flips back to higher-for-longer. |
Decision Rules (Machine-Checked)
Stance: Hold — 0 bullish / 0 bearish / 1 caution rules triggered of 6 evaluable (0 lacked data).
| Rule | Condition | Observed | Triggered |
|---|---|---|---|
| R1-valuation-stretch | expected return vs fair value < -12 (upside_pct) |
11.35 | no |
| R2-valuation-opportunity | expected return vs fair value > 15 (upside_pct) |
11.35 | no |
| R3-street-revisions | street net rating stance < -0.25 (extended.consensus.street_score) |
0.35 | no |
| R4-earnings-quality | cash conversion of earnings < 80 (extended.accounting_quality.cash_conversion_pct) |
194.0 | no |
| R5-technical-breakdown | price vs 200-day SMA < 0.85 (technicals.sma_200) |
0.99 | no |
| R6-vol-regime-shift | IV/RV vol-risk premium > 1.4 (options_overlay.iv_rv) |
1.62 | YES |
Machine-checked rules over disclosed inputs. The authored falsification triggers elsewhere in this report are analyst judgment and are NOT evaluated here. The stance is what the model's own rules read on this name; it does not modify the published research rating, and it is not personal financial advice.
Reasons the Thesis Could Fail (Falsifiable)
Pre-registered signals that would break the thesis — each polices a specific scenario boundary and is checked at every earnings update:
- Weather-normalised commercial-class retail load growth (YoY) < 0.04 (2 consecutive prints). (rationale withheld pending re-authoring — frozen figure or verdict)
- Authorised ROE in a major-jurisdiction rate-case final order < 0.09 (single event). (rationale withheld pending re-authoring — frozen figure or verdict)
- TTM GAAP operating margin < 0.166 (2 consecutive prints). (rationale withheld pending re-authoring — frozen figure or verdict)
- US 10-year Treasury yield (quarter-end) > 0.0525 (2 consecutive prints). (rationale withheld pending re-authoring — frozen figure or verdict)
- FFO-to-total-debt (rating-agency basis) < 0.13 (2 consecutive prints). (rationale withheld pending re-authoring — frozen figure or verdict)
Fact / Inference / Speculation
- FACT: Spot $124; 52-week range $113–$141; engine rating HOLD; house target $138 (+11%). (source: Alpha Vantage 2026-10-12, 13 October 2026)
- INFERENCE: Triangulated FV $130 (+5% vs spot · triangulated FV); the rating tracks the Monte-Carlo + scenario-PWEV core.
- SPECULATION: At current prices the embedded bet is that Gross Margin keeps surprising favourably — an operating call the next two prints will test.
Conviction Score
Research Conviction measures the strength and quality of the research setup — input coverage, financial quality, valuation support, process agreement. It is NOT the probability that the recommendation succeeds; the forecast track record section is the evidence on that.
59.2/100 (confidence band 45.2–73.2), 56th percentile of 928 covered names (as of 2026-10-12). Weighted composite under config ros-1.21.0 — every component and its inputs below.
| Component | Score (0–100) | Weight | Inputs |
|---|---|---|---|
| business quality | 70 | 15% | extended.fcf_quality.fcf_margin_pct, extended.balance_sheet.net_debt_to_ebitda, extended.accounting_quality.cash_conversion_pct |
| financial strength | 12 | 10% | extended.balance_sheet.net_debt_to_ebitda, extended.balance_sheet.interest_coverage |
| valuation | 61 | 15% | upside_pct |
| growth | 56 | 10% | reconciliation.ttm_revenue_billions, reconciliation.fy_guide_revenue_billions |
| earnings visibility | 62 | 10% | extended.forecast_accuracy.eps_surprise.beat_rate_pct |
| moat | 82 | 10% | enrichment.moat.rating |
| technical trend (heuristic — no validation record; weight change reserved for AM-060) | 60 | 10% | technicals.rsi, technicals.sma_50, technicals.sma_200 |
| macro tailwinds | — | 10% | industry_context.scenario_states |
| risk profile | 63 | 10% | monte_carlo.prob_above_current, monte_carlo.p10, monte_carlo.p90, monte_carlo.median |
Missing inputs (macro tailwinds) are excluded and the remaining weights renormalised; the confidence band widens accordingly.
Score history: 55.4 → 55.2 → 55.7 → 56.5 → 56.3 → 56.7 → 59.5 → 59.5.
Probability-Weighted Return Profile
Horizon: 1 year — at this horizon CAGR equals total return by definition. Expected values are the probability-weighted sums over the full scenario set below.
| Scenario | Probability | Target | Total return | Contribution |
|---|---|---|---|---|
| Structural — Adverse Rate Cases / Rate-Shock De-Rate | 20% | $69.20 | -44.3% | -8.9pp |
| Recession / Rate Spike / Cost Overrun | 17% | $112 | -10.2% | -1.7pp |
| Base — Rate-Base Growth + Allowed ROE | 35% | $143 | +14.9% | +5.2pp |
| Growth — Datacenter Load / Clean-Energy Capex | 20% | $180 | +45.0% | +9.0pp |
| Bull — Defensive Re-Rate | 8% | $212 | +70.5% | +5.6pp |
| Aggregate | Value |
|---|---|
| Expected return (gross, 1y) | +9.2% |
| Expected return net of SBC dilution | +7.6% |
| Outcome dispersion (σ, from MC p10–p90) | 43.2% |
| Expected Sharpe (rf 4%) | 0.12 |
| Downside expectation (prob-weighted loss branches) | -10.6% |
The gross expected return is the probability-weighted scenario return (it reconciles to the gross PWEV); the diluted figure applies the SBC share-count charge and matches the published PWEV-based target.
Expected Alpha
Expected return minus the return this name is REQUIRED to deliver for its risk (1-year horizon). Constants are pre-registered (preregistered-static (amendment #2, 2026-07-29); not fitted to MCH outcomes).
| Component | Value |
|---|---|
| Expected return (gross, 1y) | 9.2% |
| Risk-free rate | 4.49% (1y proxy (3m/2y midpoint; AV lacks a 1y tenor), as of 2026-10-08) |
| Beta (shrunk, 1y vs SPY) | 0.34 (as of 2026-10-12) |
| Equity risk premium | 4.5% |
| Required return | 6.0% |
| Expected alpha | +3.2% |
| Alpha per unit risk (EA/σ) | +0.07 |
A negative expected alpha does not change the rating — it says the expected return does not clear the risk-adjusted hurdle at today's price. Rating mechanics are unchanged by this section.
Probability Cross-Checks
Not authoritative. The scenario probabilities in this report are AUTHORED — a judgement about how the world might go, not a measurement. Nothing below modifies them, the target, the rating or any position size. These checks ask only whether anything outside our own model agrees with us; where it does not, that is information for the reader, not a correction we have quietly applied.
| Cross-check | Ours | Comparator | Reading |
|---|---|---|---|
| Scenario spread vs options market | 34.7% (1σ) | 17.1% implied | broadly consistent with the market's implied uncertainty |
| Mass above spot: scenarios vs our own MC | 63.0% | 51.1% | the two expressions of our own view agree |
| Realised scenario frequency | 59 dated anchors | — | 59 dated anchors available; realised-vs-prior comparison is now meaningful. |
Authored set: 5 scenarios, probabilities summing to 1.0, mean target $135.7.
Factor Exposures
Cross-sectional percentiles over 928 covered names (style scores sector-demeaned; thematic = return-beta to the theme's proxy ETF). 50 = estate median.
| Style | Percentile | Theme | Percentile | |
|---|---|---|---|---|
| Growth | 52 | AI | 18 | |
| Value | 66 | Cloud | 1 | |
| Quality | 95 | Semis | 34 | |
| Momentum | 65 | Consumer | 8 | |
| Low-Vol | 64 | Rates | 35 | |
| USD | 78 | |||
| Energy | 78 |
Market interaction: correlation vs SPY +0.05, vs QQQ -0.07 (trailing ~1y daily returns).
Rating Bridge
Rating = HOLD because:
- Probability-weighted scenario value implies +8% vs spot
- Monte Carlo median implies +1% vs spot
- Bear case (Structural — Adverse Rate Cases / Rate-Shock De-Rate) downside is -44% vs spot
- Net: reward/risk of 0.1× is not asymmetric enough for a Buy and not impaired enough for a Sell — hence Hold.
Assumption Register
| Assumption | Value | Used in | Source |
|---|---|---|---|
| SBC dilution | 1.5%/yr | PWEV, MC, DCF (charged once) | estimate (from SBC/rev) |
| EPS basis | consensus forward EPS (broker-adjusted, non-GAAP) | all forward P/E & scenario multiples | definition |
Inputs, Sources & Confidence
Every load-bearing input, labelled by type and confidence. (reported fact · company guidance · consensus estimate · market data · house estimate · inference.)
| Input | Value | Type | Source | Confidence | Used in |
|---|---|---|---|---|---|
| Revenue TTM | $22.4B | reported fact | 10-K/10-Q via AV | High | Forecast base, EV/Rev |
| FY+1 guided revenue | $23.8B | company guidance | Company guidance | Medium | Forecast, SoP |
| FY+1 guided EPS | $6.382 | company guidance | Company guidance | Medium | Forward P/E, scenarios |
| Consensus FY EPS | $6.382 | consensus estimate | Sell-side consensus via AV | Medium | Variant perception |
| Diluted shares | 0.547B | reported fact | 10-K via AV | High | Market cap, per-share |
| Net debt / cash | $49.753B | reported fact | Balance sheet via AV | High | EV, DCF equity bridge |
| SBC dilution | 1.5%/yr | house estimate | From SBC/revenue | Medium | PWEV, MC, DCF (charged once) |
Research Provenance
| Field | Value |
|---|---|
| Quantitative engine | mch_stock_engine v2.0 |
| Research OS config | ros-1.21.0 |
| Analysis as-of | 2026-10-13 (prices 2026-10-12) |
| Narrative authorship | claude-opus-5 · Claude Code, supervised, drafted 2026-08-16 |
| Human review | Marinus 2026-08-16 |
| Evidence | 8/8 load-bearing inputs sourced; 13/14 mandated claims cited |
| QA | scanned post-emit by the document-QA layer; the publication label (Draft / Research / Decision-level) is stamped on the published page, not authored here |
Load-Bearing Assumptions
No DCF anchor is meaningful for this asset; the blend leans 50% on probability-weighted scenarios and 30% on the Monte Carlo median — the scenario probabilities are the load-bearing inputs.
Appendix & audit trail — source log, data provenance, disclosures
Source Log
| Source | Type | Date | Used for | Reference |
|---|---|---|---|---|
| Alpha Vantage — GLOBAL_QUOTE / OVERVIEW | market data | 2026-10-12 | Price, market cap, EV, forward P/E | Alpha Vantage 2026-10-12 |
| MCH engine — trailing 52 weeks of daily bars | derived | 2026-10-12 | 52-week range (intraday high and low over the trailing year of the stock's own daily bars) | trailing 52 weeks of own daily bars (intraday high/low, 2025-10-13 to 2026-10-09, 250 sessions) |
| Company income statement (10-K / 10-Q) via Alpha Vantage | reported fact | 2026-10-12 | Revenue, gross/operating margin, EBIT, interest expense | INCOME_STATEMENT / latest annual |
| Company balance sheet (10-K / 10-Q) via Alpha Vantage | reported fact | 2026-10-12 | Cash, debt, net debt, leases, equity, coverage | BALANCE_SHEET / latest annual |
| Company cash-flow statement (10-K / 10-Q) via Alpha Vantage | reported fact | 2026-10-12 | Operating cash flow, capex, FCF, buybacks, dividends, SBC | CASH_FLOW / latest annual |
| Company earnings releases via Alpha Vantage | reported fact | 2026-10-12 | Reported EPS, surprise history | EARNINGS / quarterly |
| Sell-side consensus via Alpha Vantage | consensus estimate | 2026-10-12 | Forward revenue/EPS consensus, analyst count | EARNINGS_ESTIMATES |
| Earnings calendar via Alpha Vantage | market data | 2026-10-12 | Next earnings date, catalyst timing | EARNINGS_CALENDAR |
| Company guidance | company guidance | 2026-10-12 | FY guided revenue / non-GAAP EPS basis | company guidance / earnings call |
| MCH segment model (from filings & disclosures) | house estimate | 2026-10-12 | Segment revenue and multiple; model margin = gross margin − the calibrated opex ratio (not a reported margin) | company_context (authored, tagged) |
| MCH qualitative analysis | inference | 2026-10-12 | Moat, regulatory risk, scenario macro, catalysts | company_context enrichment (authored) |
| MCH investment thesis & falsification triggers | house estimate | 2026-10-12 | Thesis, anti-thesis, thesis-break signals | authored §5.3 |
Citation coverage: 13/14 mandated claims sourced. Filing URLs are not available via the market-data provider; company statements are cited as 10-K/10-Q via Alpha Vantage.
Data Sources
- Prices, fundamentals, options chain, earnings — Alpha Vantage.
- Company filings (10-K / 10-Q) — SEC filings via EDGAR.
Disclosures & Limitations
This report is for informational and research purposes only. It is not personal financial advice and does not consider any investor's objectives, financial situation, risk tolerance, tax position, or liquidity needs.
- This report is produced by the MCH Analysis quantitative research engine — valuation, scenarios, Monte Carlo and the decision layer are generated systematically from the disclosed inputs and the archetype/industry driver sets, and reviewed rather than written name-by-name. Every figure reconciles to the appendix and every score exposes its inputs.
- No suitability assessment has been performed for any individual.
- Market data may be delayed or inaccurate; figures are as of the analysis date.
- Model outputs (fair values, targets, scenario probabilities) are estimates and may be wrong.
- Forecasts are uncertain; past performance is not indicative of future returns.
- The author or publisher may hold positions in securities mentioned.
- Users should verify information against primary sources (company filings) before acting.
- Investing involves risk of loss; there is no guarantee any target price is achieved.
- Ratings follow a defined research methodology (12-month expected-return thresholds), not individual circumstances.