MCH ADVISORY EQUITY RESEARCH
Institutional research — not investment advice ← Library
PEG HOLD REF $73.53 PW TARGET $82.66 (+12% vs spot · 12m PWEV) +12% Single-name research · 25 August 2026
Equity ResearchUtilities · Electric Utilities
PEG

Public Service Enterprise Group Inc (PEG)

HOLD. 12-month probability-weighted target $83 (+12% vs spot). P/E Multiple explains 50% of Monte Carlo outcome variance.

HOLD RESEARCH high-risk optionality 25 August 2026
$73.53 $82.66 (+12% vs spot · 12m PWEV) +12% 12-month probability-weighted
Expected return (1y)+12.4%
Margin of safety+8.5%
Quality41/100
Upside / downside1.7×
Downside probability+48%
Expected alpha (1y)+6.5%
Forward P/E16.7x
Independent DCF
Valuation confidencelow
Key metric to watchAuthorised return on equity in the next NJ base-rate case
The case. narrow moat, high-risk optionality
The problem. house in-line consensus; Authorised return on equity in the next NJ base-rate case
What changes our mind. Authorised return on equity in the next NJ base-rate case < 0.093

Model history: the direction implied by our targets has been right 43.6% of the time across 480 pre-registered anchors — below a coin flip. Treat the expected return as a distribution estimate, not a point forecast. This name's record ↓ · full record.

Not personalised investment advice · full disclosures in Part 9 below.

Contents
01Investment Decision

Investment Committee Summary

Rating HOLD
Internal 5-tier HOLD
Classification · conviction high-risk optionality · medium
Evidence 8/8 load-bearing inputs sourced
Triangulated fair value ~$80 (≈ +8% vs spot) — precision reflects LOW valuation confidence
12-mo scenario PWEV ~$83 (≈ +12% vs spot)
Next catalyst 2026-09-09 — Ex-dividend $0.67/sh
Primary thesis-break Authorised return on equity in the next NJ base-rate case < 0.093 (single event)
Decision detail — rating tables & Research OS strip

Rating: HOLD

Internal 5-tier: HOLD · high-risk optionality · analyst conviction: medium

Metric Value
Current Price $73.53
Triangulated Fair Value $79.78 (+8% vs spot · triangulated FV)
12-mo Scenario PWEV $82.66 (+12% vs spot · 12m PWEV)
Forward P/E 16.7x
Market Cap $37B
52-Week Range $72.61–$88.34 (high/low reconstructed from the stock's own adjusted-close history — the vendor's recorded range was stale)

EPS basis for the forward P/E and all scenario multiples: consensus forward EPS (broker-adjusted, non-GAAP).


Methodology: Valuation triangulated across two weighted anchors — a scenario-weighted PWEV and a Monte Carlo median (Student-t + regime switching). Anchors that share a market multiple are not independent evidence and are weighted as one view. Figures reconciled to Alpha Vantage 2026-08-24. Each chart below sits with the part of the thesis it evidences.

General research for a skeptical institutional reader. Not personalised investment advice; no position sizing or trade instructions. Figures as of the analysis date; verify before acting.

Decision Support — Research OS jump to detail ↓

Research conviction Exp. return (1y) Rules stance Preferred options Next catalyst
50.6/100 (20th pct) +12% 1yr expected Hold Cash-Secured Put 15d — Ex-dividend $0.67/sh

Full breakdown — conviction components, position sizing, probability-return distribution, decision rules, factor & portfolio interaction, options intelligence and the catalyst timeline — in the Decision Support sections below. Model output for research; not individualised advice.

📎 Download the full model (Excel)DCF line items, scenarios, sensitivity, assumptions, and extended fundamentals.

Recommendation: HOLD

Balanced: triangulated fair value $79.78 (+8% vs spot); the outcome hinges on P/E Multiple. The debate is P/E Multiple — fundamentally a multiple/regime call.

02Thesis, Anti-Thesis & Variant View

Investment Thesis

At $73.53 on 25 August 2026, PSEG trades on roughly 17x forward earnings, a modest discount to the regulated-utility peer median. The market is paying for a steady rate-base compounder and is not yet paying full price for the load-growth option. Our engine broadly agrees. On a base path of rate-base growth earning close to the allowed return at a roughly 19% operating margin, with the multiple held near the sector median rather than the sector top, the twelve-month target is $83.79 and the probability-weighted expected value is $82.66; triangulating the anchor set gives $79.78, leaving the shares fairly valued against that value, a gap of +8% versus spot, and the rating HOLD. The distribution is close to two-sided: variance splits between margin and multiple rather than revenue, and the premium paths put their upside in the multiple, not in heroic earnings, because a regulated operator cannot out-earn its allowed return for long. The build is funded against net debt of ~$16.4B. The single most damaging risk is regulatory — a New Jersey rate case that awards a low allowed return would compress earnings and the multiple at once, which is why the structural leg's target sits below the 52-week low.

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 ($73.53) against each valuation anchor, the scenario tree, technicals and the options-implied move.

Integrated dashboard. The two weighted valuation anchors bracket the $73.53 spot from $74.97 to $82.66 — fairly valued — spot brackets the blend.
Integrated dashboard. The two weighted valuation anchors bracket the $73.53 spot from $74.97 to $82.66 — fairly valued — spot brackets the blend.

Anti-Thesis (The Real Bear Case)

The highest-probability bear mechanism is regulatory, not cyclical. PSEG earns what the New Jersey Board of Public Utilities lets it earn. A rising capital plan must be funded against net debt of ~$16.4B, and every incremental dollar of rate base needs a supportive order before it converts into returns. If the next base-rate case awards an allowed return below the level the plan assumes, or regulators disallow part of the clean-energy and grid spend, the earned return falls while the equity cushion thins and financing cost on the levered rate base keeps climbing. Investors would then reprice regulated cash flows lower, so the multiple compresses alongside the earnings cut rather than after it. Datacenter load does not rescue this: unrecovered capital dilutes returns regardless of how much demand shows up. That combination, not a demand shock, is what drives the structural target beneath the 52-week low.

Key Debate

P/E Multiple explains 50% of Monte Carlo outcome variance — i.e. value is set by the multiple the market will pay, a rate/sentiment regime bet as much as an earnings bet.

What the Market Is Pricing In

At the current price, the market pays 16.8× consensus forward EPS, and a peer median 21.2×.

Variant perception: the house view is in-line with consensus, and the thesis is primarily growth-driven.

Metric Consensus House Importance
Revenue 12.9 13.6 High
EPS 4.4 4.4 Medium
Target price 85.8 83.8 Medium
03Scenario & Valuation

Scenario Analysis

The scenario tree spans a structural 'Structural — Adverse Rate Cases / Rate-Shock De-Rate' downside ($42.50) to a 'Bull — Defensive Re-Rate' bull case ($125); the probability-weighted blend (PWEV $82.66) is +12% versus spot.

Scenario Probability Target Return vs spot
Structural — Adverse Rate Cases / Rate-Shock De-Rate 20% $42.50 -42%
Recession / Rate Spike / Cost Overrun 17% $68.10 -7%
Base — Rate-Base Growth + Allowed ROE 35% $88.20 +20%
Growth — Datacenter Load / Clean-Energy Capex 20% $108 +47%
Bull — Defensive Re-Rate 8% $125 +71%
Probability-Weighted (PWEV) $82.66 +12%

Share-count charge: none applied. The probability-weighted value above is the gross per-share figure — no annual dilution is deducted — free cash flow net of SBC is $0.33B. SBC is therefore disclosed, not charged: read the per-share figures as before dilution.

Scenario rationale — the driver path behind every target:

  • Structural — Adverse Rate Cases / Rate-Shock De-Rate (20%, $42.50). 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%, $68.10). 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%, $88.20). 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%, $108). Upside — datacenter load growth + clean-energy capex lifts earnings above mid-cycle; the multiple expands modestly.
  • Bull — Defensive Re-Rate (8%, $125). Upside tail — sustained tight conditions or a structural re-rate on datacenter load growth + clean-energy capex.
Five-scenario tree. Probability-weighted targets around the $73.53 spot; PWEV $82.66 (+12% vs spot · 12m). the payoff shows modest positive expectancy with material downside mass (range $42.50–<img src=
Five-scenario tree. Probability-weighted targets around the $73.53 spot; PWEV $82.66 (+12% vs spot · 12m). the payoff shows modest positive expectancy with material downside mass (range $42.50–$125)

Valuation Triangulation

Two weighted anchors — a scenario-weighted pwev and a monte carlo median (student-t + regime switching) — read them with their basis in mind. The Monte Carlo, the DCF terminal and any peer re-rate key off a market multiple, so they are not fully independent; only discounted cash flows themselves are genuinely multiple-free. The discipline is to read the spread and weight the cash-based view, not to treat two numbers as two independent votes.

Method Basis Fair Value vs Spot Weight in this name's blend
Monte Carlo median (Student-t + regime) multiple $74.97 +2% 37% (declared 15%)
Peer EV/Revenue re-rate multiple $112 +52% 0% — cross-check only
Scenario PWEV multiple $82.66 +12% 62% (declared 25%)
Triangulated (weighted) $79.78 +8% 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, peer P/E re-rate are not computed, so 60% 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 $74.97 and 52% of paths finish above spot. The variance decomposition shows the p/e multiple is the dominant swing factor (50% of variance). Value is a multiple bet: fundamentals move the answer far less than the rating does.

Monte Carlo distribution. Median $74.97; P(price > current) 52%. P10–P90: $43.09–<img src=
Monte Carlo distribution. Median $74.97; P(price > current) 52%. P10–P90: $43.09–$118.

Peer benchmarking — relative value

Against the peer cohort, re-rating to the peer-median EV/Revenue multiple implies $112; the peer-median forward P/E is 21.2x, but the engine carries no P/E-implied price for this name (no forward-EPS basis at the peer step). A premium is only justified by superior growth/margins; otherwise it is multiple risk. Excluded from the weighted blend — shown only as a market cross-check.

Cross-sectional peer benchmarking. Peer-median EV/Rev re-rate → <img src=
Cross-sectional peer benchmarking. Peer-median EV/Rev re-rate → $112 (peer-median fwd P/E 21.2x; no P/E-implied price).

Across all anchors the spread is 45% of the median — wide (genuine disagreement — the blend carries low valuation confidence).

Peer Quality & Weighting

Peer Fwd P/E Growth Op margin Quality Weight cap
SO 21.0× 6% 26% segment 50%
DUK 19.0× 6% 26% direct 100%
CEG 22.9× 10% 22% segment 50%
AEP 21.5× 6% 24% segment 50%

Quality-weighted forward P/E: 20.7× (simple median 21.2×). Direct peers count 100%, segment 50%, broad 25%.

Historical-range cross-check: 52-week range $72.61–$88.34, centre $80.10 (+9% vs spot); spot sits at the 6th 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 $79.78 (+8% vs spot · triangulated FV)
Downside to bear case (Structural — Adverse Rate Cases / Rate-Shock De-Rate) $42.50 (-42% vs spot · bear scenario)
Reward/risk ratio 0.2×
Margin of safety (FV vs spot) +8%
P(price > spot) — Monte Carlo 52%

Reward/risk compares triangulated upside against the probability-weighted bear target, not the extreme tail. Bull case (Bull — Defensive Re-Rate): $125.

04Business & Financial Quality

Company Overview & Business Model

Public Service Enterprise Group Inc — UTILITIES · UTILITIES - REGULATED ELECTRIC. The Public Service Enterprise Group (PSEG) is a publicly traded diversified energy company headquartered in Newark, New Jersey.

How it makes money.

Segment Rev mix Growth Op margin Key driver
Regulated Utility 100% +6% 19% rate-base growth + allowed ROE + rate cases + interest rates + load growth (datacenters)

Edge. Narrow 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 Op margin EBIT Multiple Capex % Tag
Regulated Utility $12.8B 100% 6% 19% $2.4B 19.0x 20% ESTIMATE
EBIT = segment revenue × operating margin (segment EBITDA not shown — per-segment D&A is not separately disclosed).

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 -16.39

Capital intensity & shareholder returns (ESTIMATE)

Dimension Assessment
capex_pct_revenue 0.2
div_yield 0.031

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 $24.2B — highly levered
Net debt / EBITDA 5.43x
Interest coverage (EBIT / interest) 3.5x
Current ratio 0.80x
Lease obligations $0.1B
Cash & ST investments $0.1B

Balance-sheet data as of 2025-12-31 (Alpha Vantage).

Capital Allocation

Metric Value
Free cash flow $0.3B
Buybacks / dividends $0.0B / $1.3B
Total shareholder yield 3.4%
Payout as % of FCF 387.1%
Reinvestment (capex / OCF) 86.3%
Allocation stance returning more than FCF (balance-sheet funded)

Free-Cash-Flow Quality

Metric Value
FCF margin 2.5%
FCF conversion (FCF / net income) 15.4%
FCF yield 0.9%
Capex intensity (capex / revenue) 16.0%
FCF − SBC (diagnostic) $0.3B
Capex split (maint / growth) 40% / 60% — Heavy builder: the ~$21-23B five-year plan is weighted to transmission and grid-modernisation rate-base growth, with a smaller regulated maintenance and nuclear-refuelling base load.

Accounting quality: SBC 1% of revenue; cash conversion (OCF/NI) 112% — cash-backed.

Competitive Moat

Moat sources:

  • Regulated NJ transmission & distribution franchise monopoly (FACT)
  • BPU cost-of-service regulation with an allowed ROE on a growing rate base (FACT)
  • Large zero-carbon nuclear fleet with PJM capacity and IRA nuclear PTC support (FACT)
  • No moat against an adverse BPU allowed-ROE reset (INFERENCE)
05Earnings, Consensus & Catalysts

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 +0.23 vs analyst floor +0.00delta +0.23 (n=29 mgmt / 22 Q&A; 15th pctile across the S&P book, z -1.1).

Flag: CANDID — management unusually candid/cautious vs peers (relatively low spin).

Quarter Mgmt Analyst Delta
2026Q2 +0.23 +0.00 +0.23
2026Q1 +0.24 +0.00 +0.24
2025Q4 +0.22 +0.14 +0.08
2025Q3 +0.33 +0.19 +0.14

News (last 365d, 1219 articles): avg ticker sentiment +0.21 (bullish 26% / bearish 1%)

Consensus & Market Expectations

Reference Value
Street target (mean) $85.81 (+17% vs spot · street)
House target $83.79 (-2.4% vs street)
Sell-side coverage 23 analysts (SB 1 / B 8 / H 13 / S 0 / SS 1; net score 0.17)
Consensus FY EPS $4.37 (reference only — house values on EV/EBITDA)
Consensus FY revenue $12.9B; house above (+5.2%)

_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

  • 2026-10-30 (~67d) — NJ BPU base-rate / distribution rate-case decision (authored)
  • 2026-12-15 (~113d) — Large-load / datacenter interconnection commitment update (NJ / PJM) (authored)
  • 2027-02-28 (~188d) — PJM capacity-auction clearing-price release (authored)
  • 2027-06-30 (310d) — Updated five-year ($21-23B) capital-plan disclosure (authored)

Forecast Track Record

  • EPS surprise: beat 88% of the last 8 quarters; average surprise +5.4%.
  • Prior-forecast backtest (12 snapshots, 2026-06-27→2026-08-20): directional hit-rate 0%; mean predicted +7.3% vs realised -5.8%. Disconfirming track record is reported, not suppressed.

Catalyst Timeline

6 catalysts in the next 90 days (of 17 tracked). Importance 1–3; confidence 0–1.

When Catalyst Type Importance Confidence
2026-09-09 (in 15d) Ex-dividend $0.67/sh dividend 0.9
2026-09-16 (in 22d) FOMC rate decision + SEP dot plot macro ●● 0.8
2026-09-18 (in 24d) Quarterly options-expiry cluster (3rd Friday) opex_cluster 1.0
2026-10-14 (in 50d) September CPI macro ●● 0.8
2026-10-28 (in 64d) FOMC rate decision + press conference macro ●● 0.8
2026-10-30 (in 66d) NJ BPU base-rate / distribution rate-case decision authored 0.7
2026-12-09 (in 106d) FOMC rate decision + SEP dot plot macro ●● 0.8
2026-12-15 (in 112d) Large-load / datacenter interconnection commitment update (NJ / PJM) authored 0.7
2026-12-18 (in 115d) Quarterly options-expiry cluster (3rd Friday) opex_cluster 1.0
2027-01-27 (in 155d) FOMC rate decision + press conference macro ●● 0.8
2027-02-28 (in 187d) PJM capacity-auction clearing-price release authored 0.7
2027-03-17 (in 204d) FOMC rate decision + SEP dot plot macro ●● 0.8
2027-03-19 (in 206d) Quarterly options-expiry cluster (3rd Friday) opex_cluster 1.0
2027-04-28 (in 246d) FOMC rate decision + press conference macro ●● 0.8

_Sources: extended.catalysts, data/catalysts/.json, data/catalysts/macro.json, AV DIVIDENDS, opex 3rd-Friday calc.

06Risks & Falsification
Issue Probability Valuation sensitivity Horizon
NJ BPU allowed-ROE and cost-recovery in the next base-rate case high (~65%) of a decision in window; adverse (<9.3% ROE) tail ~25% high - allowed ROE sets earnings power, ~15-20% of FV 12-24m
IRA nuclear production-tax-credit floor / clean-energy policy continuity medium (~35%) of adverse change medium - underpins the nuclear cash-flow floor, ~8-10% of FV 12-24m
FFO/debt credit-metric pressure feeding rating / financing-cost regulation medium (~30%) medium - a downgrade raises the cost of a rising capital plan, ~5% 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 BPU awards a below-plan allowed ROE or disallows clean-energy/grid spend while rates stay elevated. Earned return falls while the equity cushion thins, repricing regulated cash flows and the multiple down together.
Growth — Datacenter Load / Clean-Energy Capex NJ/PJM datacenter load growth pulls the capital plan higher and tight power markets lift generation. The interconnection queue fails to convert to booked load, removing the growth leg.
Bull — Defensive Re-Rate Sustained tight PJM power markets and a durable load-growth narrative reprice regulated cash flows in a defensive tape. The premium sits in the multiple, vulnerable to any BPU or policy disappointment.

Scenario-macro rows withheld pending re-authoring: 2 carrying another cluster's vocabulary or a frozen figure — recorded in the narrative quarantine ledger.

Decision Rules (Machine-Checked)

Stance: Hold — 0 bullish / 0 bearish / 0 caution rules triggered of 6 evaluable (0 lacked data).

Rule Condition Observed Triggered
R1-valuation-stretch expected return vs fair value < -12 (upside_pct) 13.95 no
R2-valuation-opportunity expected return vs fair value > 15 (upside_pct) 13.95 no
R3-street-revisions street net rating stance < -0.25 (extended.consensus.street_score) 0.17 no
R4-earnings-quality cash conversion of earnings < 80 (extended.accounting_quality.cash_conversion_pct) 112.2 no
R5-technical-breakdown price vs 200-day SMA < 0.85 (technicals.sma_200) 0.92 no
R6-vol-regime-shift IV/RV vol-risk premium > 1.4 (options_overlay.iv_rv) 1.34 no

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 a portfolio-management signal and does not modify the published research rating.

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:

  • Authorised return on equity in the next NJ base-rate case < 0.093 (single event). (rationale withheld pending re-authoring — frozen figure or verdict)
  • Rate-base / regulated-earnings growth rate (year on year) < 0.03 (2 consecutive prints). (rationale withheld pending re-authoring — frozen figure or verdict)
  • Annual capital expenditure versus the disclosed plan run-rate < 3.0 (2 consecutive prints). (rationale withheld pending re-authoring — frozen figure or verdict)
  • Datacenter / large-load interconnection queue converting to booked load < 0.5 (2 consecutive prints). The growth and bull paths depend on New Jersey load growth. A conversion ratio below half of the disclosed pipeline over two prints removes the load-growth leg supporting any multiple above the sector median.
  • FFO / total debt (Moody's basis) < 0.14 (2 consecutive prints). (rationale withheld pending re-authoring — frozen figure or verdict)

Fact / Inference / Speculation

  • FACT: Spot $73.53; 52-week range $72.61–$88.34; engine rating HOLD; house target $83.79 (+14%). (source: Alpha Vantage 2026-08-24, 25 August 2026)
  • INFERENCE: Triangulated FV $79.78 (+8% vs spot · triangulated FV); the rating tracks the Monte-Carlo + scenario-PWEV core.
  • SPECULATION: At current prices the embedded bet is that the market keeps paying the current multiple through the capex cycle — a regime call the engine cannot verify from fundamentals alone.
07Portfolio & Options

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.

50.6/100 (confidence band 36.1–65.0), 20th percentile of 858 covered names (as of 2026-08-24). Weighted composite under config ros-1.19.0 — every component and its inputs below.

Component Score (0–100) Weight Inputs
business quality 41 15% extended.fcf_quality.fcf_margin_pct, extended.balance_sheet.net_debt_to_ebitda, extended.accounting_quality.cash_conversion_pct
financial strength 13 10% extended.balance_sheet.net_debt_to_ebitda, extended.balance_sheet.interest_coverage
valuation 64 15% upside_pct
growth 56 10% reconciliation.ttm_revenue_billions, reconciliation.fy_guide_revenue_billions
earnings visibility 88 10% extended.forecast_accuracy.eps_surprise.beat_rate_pct
moat 52 10% enrichment.moat.rating
technical trend (heuristic — no validation record; weight change reserved for AM-060) 24 10% technicals.rsi, technicals.sma_50, technicals.sma_200
macro tailwinds 10% industry_context.house
risk profile 66 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: 49.5 → 49.5 → 49.6 → 44.9 → 44.9 → 50.2 → 50.5 → 50.5.

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% $42.50 -42.2% -8.4pp
Recession / Rate Spike / Cost Overrun 17% $68.10 -7.4% -1.3pp
Base — Rate-Base Growth + Allowed ROE 35% $88.20 +20.0% +7.0pp
Growth — Datacenter Load / Clean-Energy Capex 20% $108 +47.4% +9.5pp
Bull — Defensive Re-Rate 8% $125 +70.5% +5.6pp
Aggregate Value
Expected return (gross, 1y) +12.4%
Expected return net of SBC dilution +12.4%
Outcome dispersion (σ, from MC p10–p90) 39.7%
Expected Sharpe (rf 4%) 0.21
Downside expectation (prob-weighted loss branches) -9.7%

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) 12.4%
Risk-free rate 4.01% (1y proxy (3m/2y midpoint; AV lacks a 1y tenor), as of 2026-08-13)
Beta (shrunk, 1y vs SPY) 0.43 (as of 2026-08-24)
Equity risk premium 4.5%
Required return 5.9%
Expected alpha +6.5%
Alpha per unit risk (EA/σ) +0.16

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 34.6% (1σ) 15.3% implied broadly consistent with the market's implied uncertainty
Mass above spot: scenarios vs our own MC 63.0% 51.7% the two expressions of our own view agree
Realised scenario frequency 23 dated anchors 23 dated anchors available; realised-vs-prior comparison is now meaningful.

Authored set: 5 scenarios, probabilities summing to 1.0, mean target $82.66.

Factor Exposures

Cross-sectional percentiles over 858 covered names (style scores sector-demeaned; thematic = return-beta to the theme's proxy ETF). 50 = estate median.

Style Percentile Theme Percentile
Growth 66 AI 26
Value 78 Cloud 7
Quality 36 Semis 39
Momentum 35 Consumer 14
Low-Vol 61 Rates 58
USD 54
Energy 68

Market interaction: correlation vs SPY +0.31, vs QQQ +0.20 (trailing ~1y daily returns).

Options Intelligence

Preferred structure: Cash-Secured Put. The selector reads the equity view (direction) and the volatility surface — nothing here re-prices the chain.

  • bullish with rich premium — get paid to set a lower entry; sell the elevated vol rather than buy it
  • Direction bullish from the overlay conviction/rating (read-only input).
  • IV/RV at the 93rd percentile of the cross-section → high vol bucket. This is the measure that selects the structure above: it ranks how rich this name's implied vol is against its own realised vol, relative to other names.
  • Reported alongside and not used to select: this name's own ATM IV sits at the 42nd percentile of its own month-end history (decile 5). The two measures disagree here — vol is high for this name by its own history while its options are not unusually rich against its realised vol. Where they diverge, the cross-sectional measure is the one acting.
  • IV term structure is in contango (longer-dated richer, slope +3.9pp) — favour longer-dated ownership (LEAPS) or calendars that are long the cheaper front.
  • No live-chain Cash-Secured Put was priced for this name — shown as the indicated strategy; size against a freshly pulled chain.

IV term structure (contango, slope +3.9pp): 25-DTE 22% · 88-DTE 22% · 207-DTE 26%

No live-chain Cash-Secured Put was priced for this name — shown as the indicated approach; size against a fresh chain.

Alternatives: Covered Call, Call Debit Spread. IV rank shown via the name's own monthly IV history (advisory); structure selected on the cross-sectional IV/RV percentile. Model output for research and education only — not individualised investment advice. Position-sizing and stance figures are mechanical outputs of the disclosed rules and inputs; they do not consider any person's objectives, financial situation, or tax status.

Position Sizing Framework

Parameter Value
Initial position 0.50% NAV
Maximum position 0.83% NAV
Risk budget 1.26% NAV
Annualized outcome σ (MC) 39.7%
Indicative holding period 6–18 months
Liquidity high, ~$213M ADV (adv usd 21 (split-adjusted 21d average, AM-046)), ~0.1 days to exit
Rebalancing trigger position drifts ±25% from target weight, or the decision-rules stance changes

Model output for research and education only — not individualised investment advice. Position-sizing and stance figures are mechanical outputs of the disclosed rules and inputs; they do not consider any person's objectives, financial situation, or tax status.

Options Overlay

A defined-risk way to express the HOLD equity view. Chain as of 2026-08-24 — end-of-day marks — indicative, not executable quotes.

Market signals — ATM IV 22.0% (elevated regime) · expected move ±4.0% (2026-09-18) · put/call OI 0.51 · ATM Δ 0.69 / Θ -0.02 / ν 0.07. Direction: LONG (implied return +8.5% to triangulated fair value $79.78).

Bull Call Spread (Bullish) — Long 72.5 C / Short 85 C · 2027-03-19 · net debit $3.88 · max profit $8.62 · breakeven $76.38 · RoR 223.0% · max loss $3.88 · priced from the listed chain (EOD marks)

Defined-cost leverage to the fair-value gap: the debit is the entire downside, in exchange for participation between the strikes — a way to lean into upside without paying full call premium. Illustrative — no outcome is implied or guaranteed.

Long Call (LEAPS) (Bullish) — Long 72.5 C · 2027-03-19 · premium $5.0 · breakeven $77.50 · max loss $5.00 · priced from the listed chain (EOD marks)

Pure defined-risk directional exposure — the premium is the whole downside while the full upside is retained. A capped, known cost as an alternative to owning the shares outright.

Indicative options structures — a defined-risk expression of the equity view, model-and-market illustrated from the last-close chain. NOT personalised advice or an executable quote; premiums, IV and greeks move intraday. Options carry the risk of total loss of premium. Not a registered financial adviser.

08Model Transparency

Rating Bridge

Rating = HOLD because:

  • Probability-weighted scenario value implies +12% vs spot
  • Monte Carlo median implies +2% vs spot
  • Bear case (Structural — Adverse Rate Cases / Rate-Shock De-Rate) downside is -42% vs spot
  • Net: reward/risk of 0.2× 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 0.0%/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 $12.8B reported fact 10-K/10-Q via AV High Forecast base, EV/Rev
FY+1 guided revenue $13.6B company guidance Company guidance Medium Forecast, SoP
Consensus FY EPS $4.3697 consensus estimate Sell-side consensus via AV Medium Variant perception
Diluted shares 0.5B reported fact 10-K via AV High Market cap, per-share
Net debt / cash $24.237B reported fact Balance sheet via AV High EV, DCF equity bridge

Research Provenance

Field Value
Quantitative engine mch_stock_engine v2.0
Research OS config ros-1.19.0
Analysis as-of 2026-08-25 (prices 2026-08-24)
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 62% on probability-weighted scenarios and 37% on the Monte Carlo median — the scenario probabilities are the load-bearing inputs.

09Appendix & Audit Trail
Appendix & audit trail — source log, data provenance, disclosures

Source Log

Source Type Date Used for Reference
Alpha Vantage — GLOBAL_QUOTE / OVERVIEW market data 2026-08-24 Price, market cap, EV, forward P/E Alpha Vantage 2026-08-24
MCH engine — trailing 252 adjusted closes derived 2026-08-24 52-week range (vendor's recorded range was stale and was replaced) trailing 252 sessions of own close history; config value was stale
Company income statement (10-K / 10-Q) via Alpha Vantage reported fact 2026-08-24 Revenue, gross/operating margin, EBIT, interest expense INCOME_STATEMENT / latest annual
Company balance sheet (10-K / 10-Q) via Alpha Vantage reported fact 2026-08-24 Cash, debt, net debt, leases, equity, coverage BALANCE_SHEET / latest annual
Company cash-flow statement (10-K / 10-Q) via Alpha Vantage reported fact 2026-08-24 Operating cash flow, capex, FCF, buybacks, dividends, SBC CASH_FLOW / latest annual
Company earnings releases via Alpha Vantage reported fact 2026-08-24 Reported EPS, surprise history EARNINGS / quarterly
Sell-side consensus via Alpha Vantage consensus estimate 2026-08-24 Forward revenue/EPS consensus, analyst count EARNINGS_ESTIMATES
Earnings calendar via Alpha Vantage market data 2026-08-24 Next earnings date, catalyst timing EARNINGS_CALENDAR
Company guidance company guidance 2026-08-24 FY guided revenue / non-GAAP EPS basis company guidance / earnings call
MCH segment model (from filings & disclosures) house estimate 2026-08-24 Segment revenue, margins, multiples, AI decomposition company_context (authored, tagged)
MCH qualitative analysis inference 2026-08-24 Moat, regulatory risk, scenario macro, catalysts company_context enrichment (authored)
MCH investment thesis & falsification triggers house estimate 2026-08-24 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 personalised investment 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 Advisory 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.

Forecast record. Across 480 pre-registered anchors, the direction implied by our targets has been right 43.6% of the time — below the 50% a coin flip would give, with a Brier score of 0.268 against 0.25 for that same coin flip (lower is better). The tier-level picture is mixed: sector-relative alpha on SELL calls excludes zero, on BUY calls it does not, and the flattering aggregate is carried by HOLD, which counts as a hit merely for tracking its benchmark. Read the target below with that in mind — and see the full accuracy record. Samples are thin and windows short; nothing here is settled in either direction.

Disclosures. This document is produced by MCH Advisory Services for informational and quantitative-research purposes only. It does not constitute investment, financial, legal or tax advice, nor an offer or solicitation to buy or sell any security. Price targets and probabilities are model outputs, not guarantees; past performance and backtested/simulated figures are not reliable indicators of future results. The author may hold positions in instruments mentioned and is not a registered financial adviser. Conduct your own due diligence and consult a qualified, registered adviser before making any investment decision.