MCH ADVISORY EQUITY RESEARCH
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SPGI HOLD REF $435 PW TARGET $397 (-9% vs spot · 12m PWEV) -9% Single-name research · 25 August 2026
Equity ResearchFinancials · Financial Exchanges & Data
SPGI

S&P Global Inc (SPGI)

HOLD. 12-month probability-weighted target $397 (-9% vs spot). P/E Multiple explains 87% of Monte Carlo outcome variance.

HOLD RESEARCH mature cash generator 25 August 2026
$435 $397 (-9% vs spot · 12m PWEV) -9% 12-month probability-weighted
Expected return (1y)-8.8%
Margin of safety-11.6%
Quality90/100
Upside / downside1.1×
Downside probability+69%
Expected alpha (1y)-15.3%
Forward P/E21.5x
Independent DCF$384
Valuation confidencemedium
Key metric to watchRatings segment transaction revenue, year-on-year
The case. wide moat, mature cash generator
The problem. house above consensus; Ratings segment transaction revenue, year-on-year
What changes our mind. Ratings segment transaction revenue, year-on-year < -0.1

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 mature cash generator · medium
Evidence 8/8 load-bearing inputs sourced
Triangulated fair value $385 (-12% vs spot · triangulated FV)
12-mo scenario PWEV $397 (-9% vs spot · 12m PWEV)
Next catalyst 2026-08-26 — Ex-dividend $0.97/sh
Primary thesis-break Ratings segment transaction revenue, year-on-year < -0.1 (2 consecutive prints)
Decision detail — rating tables & Research OS strip

Rating: HOLD

Internal 5-tier: HOLD · mature cash generator · analyst conviction: medium

Metric Value
Current Price $435
Triangulated Fair Value $385 (-12% vs spot · triangulated FV)
12-mo Scenario PWEV $397 (-9% vs spot · 12m PWEV)
Forward P/E 21.5x
Market Cap $125B
52-Week Range $380–$574

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 — an intrinsic DCF, 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
69.4/100 (90th pct) -9% 1yr expected Hold Covered Call 1d — Ex-dividend $0.97/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 $385 (-12% 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 $435 (25 August 2026) the market is paying 22x forward earnings for a business it treats as a durable toll on capital markets: ratings, indices and recurring data with entrenched pricing power and a 44% adjusted operating margin. That price already discounts mid-cycle issuance and steady subscription growth, and it does not embed a re-rating. The engine largely agrees. The base path holds the adjusted margin and high-single-digit growth, and the probability-weighted value of $397 sits alongside a triangulated fair value of $385, leaving the shares fairly valued against that work by -12%. The rating is HOLD, which is not a call to fade quality but not a reason to add either. The triangulation is unusually tight: the independent cash-flow anchor, the peer forward-earnings read and the scenario blend all cluster close to the quoted price, which is itself informative. The variance decomposition puts the great majority of outcome dispersion in the multiple rather than in earnings, so the debate is the rating the market assigns, not the earnings power. The single most damaging risk is structural: a credible data competitor, or a durable issuance recession, that compresses the recurring base and the multiple at once and drags value toward the structural leg 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 ($435) against each valuation anchor, the scenario tree, technicals and the options-implied move.

Integrated dashboard. The three weighted valuation anchors bracket the $435 spot from $365 to $397 — stretched — spot sits above the skeptical blend.
Integrated dashboard. The three weighted valuation anchors bracket the $435 spot from $365 to $397 — stretched — spot sits above the skeptical blend.

Anti-Thesis (The Real Bear Case)

The highest-probability bear leg is the base path simply not clearing its own hurdle. At today's multiple the shares are priced for uninterrupted mid-cycle issuance and mid-single-digit recurring growth, yet transaction ratings are cyclical and index fees are linked to market levels. A soft issuance year plus one weak subscription print needs no structural story to hurt: it caps earnings below the base assumption, and an unchanged multiple applied to lower earnings already takes value well beneath the quoted price before any de-rate begins. Because the great majority of modelled dispersion sits in the multiple, the market is paying full price for durability the franchise has not yet had to defend through a real downturn. The market-activity recession leg is the realistic disappointment and it carries a higher probability than the tail bull case. The balance sheet holds net debt of ~$12.1B, modest against these cash flows, but leverage is not what re-rates a name whose multiple has never been stress-tested.

Key Debate

P/E Multiple explains 87% 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 24.4× consensus forward EPS, vs the house DCF terminal 17.0×, and a peer median 20.5×. The house DCF sits 12% below spot, so the market is pricing in more than the house case — roughly 1.2pp of revenue CAGR.

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

Metric Consensus House Importance
Revenue 14.6 17.0 High
EPS 17.9 20.2 Medium
Target price 517.0 405.0 Medium
03Scenario & Valuation

Scenario Analysis

The scenario tree spans a structural 'Structural — Volume / Subscription Decline / Competition' downside ($165) to a 'Bull — Re-Rate' bull case ($723); the probability-weighted blend (PWEV $397) is -9% versus spot.

Scenario Probability Target Return vs spot
Structural — Volume / Subscription Decline / Competition 20% $165 -62%
Market-Activity Recession 17% $298 -31%
Base — Recurring Data + Volume Growth 35% $406 -7%
Growth — New Data / Index / Analytics 20% $566 +30%
Bull — Re-Rate 8% $723 +66%
Probability-Weighted (PWEV) $397 -9%

Share-count charge: none applied. The probability-weighted value above is the gross per-share figure — no annual dilution is deducted — stock-based compensation runs at 1.5% of revenue; free cash flow net of SBC is $5.22B. SBC is therefore disclosed, not charged: read the per-share figures as before dilution.

Scenario rationale — the driver path behind every target:

  • Structural — Volume / Subscription Decline / Competition (20%, $165). Structural impairment — volume / subscription decline / competition: earnings AND the multiple compress together. Target sits below the 52-week low by construction.
  • Market-Activity Recession (17%, $298). Cyclical downturn — trading volumes + recurring data/index/ratings subscriptions + pricing power weakens for 1–2 years before normalising.
  • Base — Recurring Data + Volume Growth (35%, $406). Mid-cycle — normalised trading volumes + recurring data/index/ratings subscriptions + pricing power; disciplined capital allocation; steady returns.
  • Growth — New Data / Index / Analytics (20%, $566). Upside — new data / index / analytics lifts earnings above mid-cycle; the multiple expands modestly.
  • Bull — Re-Rate (8%, $723). Upside tail — sustained tight conditions or a structural re-rate on new data / index / analytics.
Five-scenario tree. Probability-weighted targets around the $435 spot; PWEV $397 (-9% vs spot · 12m). the payoff shows modest negative expectancy — downside mass dominates (range <img src=
Five-scenario tree. Probability-weighted targets around the $435 spot; PWEV $397 (-9% vs spot · 12m). the payoff shows modest negative expectancy — downside mass dominates (range $165–$723)

Valuation Triangulation

Three weighted anchors — an intrinsic dcf, 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 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 $365 -16% 20% (declared 15%)
Peer EV/Revenue re-rate multiple $426 -2% 0% — cross-check only
Scenario PWEV multiple $397 -9% 33% (declared 25%)
DCF (5-year + terminal) cash flow + terminal × $384 -12% 47% (declared 35%)
Triangulated (weighted) $385 -12% 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 sum-of-parts, peer P/E re-rate are not computed, so 25% 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 $365 and 31% of paths finish above spot. The variance decomposition shows the p/e multiple is the dominant swing factor (87% of variance). Value is a multiple bet: fundamentals move the answer far less than the rating does.

Monte Carlo distribution. Median $365; P(price > current) 31%. P10–P90: $222–$566.
Monte Carlo distribution. Median $365; P(price > current) 31%. P10–P90: $222–$566.

DCF — the cash-flow anchor

Independent of the market multiple: a 5-year path, WACC 8.5%, 17.0x terminal FCF multiple → $384. This anchor is deliberately the heaviest (47%): it is the valuation least hostage to the current multiple regime.

Independent DCF. WACC 8.5%, 17.0x terminal → $384.
Independent DCF. WACC 8.5%, 17.0x terminal → $384.

Peer benchmarking — relative value

Against the peer cohort, re-rating to the peer-median EV/Revenue multiple implies $426; the peer-median forward P/E is 20.5x, 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 → $426 (peer-median fwd P/E 20.5x; no P/E-implied price).
Cross-sectional peer benchmarking. Peer-median EV/Rev re-rate → $426 (peer-median fwd P/E 20.5x; no P/E-implied price).

Across all anchors the spread is 15% of the median — moderate (healthy method disagreement — read the blend with care).

Sensitivity

DCF/share — WACC × terminal multiple

WACC \ Term× 11.9x 14.4x 17.0x 19.5x 22.1x
6.5% $314 $367 $422 $475 $530
7.5% $300 $350 $403 $453 $505
8.5% $286 $334 $384 $433 $483
9.5% $273 $319 $367 $413 $461
10.5% $261 $305 $351 $395 $440

DCF/share — revenue CAGR Δ × op-margin Δ

CAGRΔ \ MgnΔ -3.0pp -1.5pp +0.0pp +1.5pp +3.0pp
-3.0pp $309 $321 $333 $344 $356
-1.5pp $333 $345 $358 $370 $383
+0.0pp $358 $371 $384 $398 $411
+1.5pp $384 $398 $412 $427 $441
+3.0pp $412 $427 $442 $457 $472

Tornado — DCF/share swing by driver (widest first)

Driver Low High Swing
Revenue CAGR ±3pp $333 $442 $109
Terminal × ±15% $335 $433 $98.00
Op margin ±3pp $358 $411 $53.00
WACC ±1pp $367 $403 $36.00
Capex intensity ±15% $382 $387 $5.00

Company lever — SoP/share vs Exchanges, Ratings & Market Data multiple (AI re-rating) (base 20.0x)

Multiple 14.0x 17.0x 20.0x 23.0x 26.0x
SoP/share $293 $364 $436 $508 $579

Peer Quality & Weighting

Peer Fwd P/E Growth Op margin Quality Weight cap
CME 18.4× 8% 70% direct 100%
MCO 26.6× 8% 46% direct 100%
ICE 18.1× 8% 57% direct 100%
NDAQ 22.7× 8% 48% direct 100%

Quality-weighted forward P/E: 21.4× (simple median 20.5×). Direct peers count 100%, segment 50%, broad 25%.

Historical-range cross-check: 52-week range $380–$574, centre $467 (+7% vs spot); spot sits at the 29th 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 $385 (-12% vs spot · triangulated FV)
Downside to bear case (Structural — Volume / Subscription Decline / Competition) $165 (-62% vs spot · bear scenario)
Reward-to-risk ratio withheld — the triangulated FV is at or below spot, so there is no reward leg to divide by the risk leg
Margin of safety (FV vs spot) -13%
P(price > spot) — Monte Carlo 31%

That ratio compares triangulated upside against the probability-weighted bear target, not the extreme tail; with a leg missing it is withheld rather than computed from a magnitude. Bull case (Bull — Re-Rate): $723.

04Business & Financial Quality

Company Overview & Business Model

S&P Global Inc — FINANCIAL SERVICES · FINANCIAL DATA & STOCK EXCHANGES. S&P Global Inc. is an American publicly traded corporation headquartered in Manhattan, New York City. Its primary areas of business are financial information and analytics.

How it makes money.

Segment Rev mix Growth Op margin Key driver
Exchanges, Ratings & Market Data 100% +8% 44% trading volumes + recurring data/index/ratings subscriptions + pricing power

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 Op margin EBIT Multiple Capex % Tag
Exchanges, Ratings & Market Data $15.7B 100% 8% 44% $6.9B 20.0x 3% 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 trading volumes + recurring data/index/ratings subscriptions + pricing power
net_debt_or_cash_b -12.09

Capital intensity & shareholder returns (ESTIMATE)

Dimension Assessment
capex_pct_revenue 0.03
div_yield 0.0096

Structural risk vs optionality (INFERENCE)

Dimension Assessment
downside volume / subscription decline / competition
upside new data / index / analytics

Balance Sheet & Liquidity

Metric Value
Net debt $12.4B — levered
Net debt / EBITDA 1.52x
Interest coverage (EBIT / interest) 22.7x
Current ratio 0.82x
Lease obligations $0.5B
Cash & ST investments $1.8B

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

Capital Allocation

Metric Value
Free cash flow $5.5B
Buybacks / dividends $5.0B / $1.2B
Total shareholder yield 4.9%
Payout as % of FCF 113.1%
Reinvestment (capex / OCF) 3.5%
SBC as % of FCF 4.3%
Allocation stance returning more than FCF (balance-sheet funded)

Free-Cash-Flow Quality

Metric Value
FCF margin 34.8%
FCF conversion (FCF / net income) 113.2%
FCF yield 4.4%
Capex intensity (capex / revenue) 1.2%
FCF − SBC (diagnostic) $5.2B
Capex split (maint / growth) 60% / 40% — Capital-light data/analytics; growth slice is technology/cloud and data-platform build (Kensho, private-markets datasets), not physical assets.

Accounting quality: SBC 1% of revenue; cash conversion (OCF/NI) 117% — cash-backed.

Competitive Moat

Moat sources:

  • Ratings duopoly with Moody's and regulatory-embedded (NRSRO) mandates on rated debt
  • S&P index franchise (S&P 500 and thousands of benchmarks) with asset-linked licensing lock-in
  • High-switching-cost recurring data/analytics subscriptions (Market Intelligence, Kensho)
  • Pricing power demonstrated through cycles across ratings and indices
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 +0.70 vs analyst floor +0.00delta +0.70 (n=34 mgmt / 18 Q&A; 98th pctile across the S&P book, z +1.8).

Flag: ELEVATED — management unusually upbeat vs the analyst floor relative to peers (disconfirmation watch).

Quarter Mgmt Analyst Delta
2026Q2 +0.70 +0.00 +0.70
2026Q1 +0.30 +0.00 +0.30
2025Q4 +0.47 +0.00 +0.47
2025Q3 +0.54 +0.16 +0.38

News (last 365d, 2108 articles): avg ticker sentiment +0.16 (bullish 11% / bearish 1%)

Consensus & Market Expectations

Reference Value
Street target (mean) $517 (+19% vs spot · street)
House target $405 (-21.7% vs street)
Sell-side coverage 24 analysts (SB 6 / B 17 / H 1 / S 0 / SS 0; net score 0.6)
Consensus FY EPS $17.87 (reference only — house values on EV/EBITDA)
Consensus FY revenue $14.6B; house above (+16.1%)

_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

  • 2026-10-01 (~38d) — Private-markets data / Kensho AI analytics product expansion (authored)
  • 2026-11-12 (~80d) — Investor Day / medium-term margin and capital-return framework update (authored)
  • 2027-01-28 (~157d) — Full-year adjusted EPS guidance for the next fiscal year (authored)

Forecast Track Record

  • EPS surprise: beat 88% of the last 8 quarters; average surprise +5.2%.
  • Prior-forecast backtest (13 snapshots, 2026-06-27→2026-08-20): directional hit-rate 31%; mean predicted -4.3% vs realised +2.8%. Disconfirming track record is reported, not suppressed.

Catalyst Timeline

7 catalysts in the next 90 days (of 16 tracked). Importance 1–3; confidence 0–1.

When Catalyst Type Importance Confidence
2026-08-26 (in 1d) Ex-dividend $0.97/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
2026-10-01 (in 37d) Private-markets data / Kensho AI analytics product expansion authored 0.7
2026-10-14 (in 50d) September CPI macro ●● 0.8
2026-10-28 (in 64d) FOMC rate decision + press conference macro ●● 0.8
2026-11-12 (in 79d) Investor Day / medium-term margin and capital-return framework update authored 0.7
2026-12-09 (in 106d) FOMC rate decision + SEP dot plot macro ●● 0.8
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
2027-01-28 (in 156d) Full-year adjusted EPS guidance for the next fiscal year 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
Credit-rating-agency oversight (SEC/ESMA) and conflict-of-interest rules low (~20%) low - incremental compliance cost, franchise intact; ~2-3% of FV 12-24m
Index-licensing / benchmark-regulation and antitrust scrutiny of data pricing low (~15%) medium - pricing-power constraints would hit the highest-margin stream; ~5% of FV 12-24m

Probabilities and sensitivities are analyst estimates, not market-implied.

Scenario Macro & Key Risks

Scenario Macro assumption Key risk
Structural — Volume / Subscription Decline / Competition A durable issuance recession plus a credible data competitor undercutting renewals compresses the recurring base. Index AUM re-prices lower and subscription share loss compresses margin and multiple together.
Base — Recurring Data + Volume Growth Mid-cycle issuance with low-double-digit Market Intelligence and Indices growth and steady pricing. At ~20x the base is fully priced; a single soft issuance year caps EPS and the multiple contracts on it.
Growth — New Data / Index / Analytics Private-markets data, Kensho analytics and index AUM compound above trend with operating leverage. New-data monetization fails to scale to the growth the premium multiple assumes.

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) -6.99 no
R2-valuation-opportunity expected return vs fair value > 15 (upside_pct) -6.99 no
R3-street-revisions street net rating stance < -0.25 (extended.consensus.street_score) 0.6 no
R4-earnings-quality cash conversion of earnings < 80 (extended.accounting_quality.cash_conversion_pct) 117.2 no
R5-technical-breakdown price vs 200-day SMA < 0.85 (technicals.sma_200) 0.97 no
R6-vol-regime-shift IV/RV vol-risk premium > 1.4 (options_overlay.iv_rv) 0.95 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:

  • Ratings segment transaction revenue, year-on-year < -0.1 (2 consecutive prints). Transaction ratings track debt issuance and are the most cyclical line; a sustained double-digit decline confirms the issuance-recession leg rather than a one-quarter air pocket.
  • Market Intelligence organic subscription revenue growth, year-on-year < 0.04 (2 consecutive prints). The recurring subscription base is the structural pillar of the thesis; organic growth slipping below mid-single digits would signal share loss to a data competitor, not just cyclicality.
  • Consolidated adjusted operating margin < 0.42 (2 consecutive prints). (rationale withheld pending re-authoring — frozen figure or verdict)
  • Indices asset-linked fee revenue, year-on-year < -0.05 (2 consecutive prints). Index AUM-linked fees are a beta-sensitive, high-margin stream; a sustained decline would combine a market drawdown with fee compression and directly hit the growth-scenario premium.
  • Full-year adjusted diluted EPS guidance revision < 17.5 (single event). (rationale withheld pending re-authoring — frozen figure or verdict)

Fact / Inference / Speculation

  • FACT: Spot $435; 52-week range $380–$574; engine rating HOLD; house target $405 (-7%). (source: Alpha Vantage 2026-08-24, 25 August 2026)
  • INFERENCE: Triangulated FV $385 (-12% vs spot · triangulated FV); the rating tracks the Monte-Carlo + scenario-PWEV core; the cash-flow anchor sits below the multiple-discipline 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.

69.4/100 (confidence band 57.5–81.3), 90th 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 90 15% extended.fcf_quality.fcf_margin_pct, extended.balance_sheet.net_debt_to_ebitda, extended.accounting_quality.cash_conversion_pct
financial strength 68 10% extended.balance_sheet.net_debt_to_ebitda, extended.balance_sheet.interest_coverage
valuation 43 15% upside_pct
growth 61 10% reconciliation.ttm_revenue_billions, reconciliation.fy_guide_revenue_billions
earnings visibility 88 10% extended.forecast_accuracy.eps_surprise.beat_rate_pct
moat 92 10% enrichment.moat.rating
technical trend (heuristic — no validation record; weight change reserved for AM-060) 62 10% technicals.rsi, technicals.sma_50, technicals.sma_200
macro tailwinds 10% industry_context.house
risk profile 55 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: 66.1 → 66.1 → 66.6 → 66.3 → 66.3 → 69.2 → 69.4 → 69.4.

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 — Volume / Subscription Decline / Competition 20% $165 -62.2% -12.4pp
Market-Activity Recession 17% $298 -31.5% -5.3pp
Base — Recurring Data + Volume Growth 35% $406 -6.6% -2.3pp
Growth — New Data / Index / Analytics 20% $566 +29.9% +6.0pp
Bull — Re-Rate 8% $723 +66.0% +5.3pp
Aggregate Value
Expected return (gross, 1y) -8.8%
Expected return net of SBC dilution -8.8%
Outcome dispersion (σ, from MC p10–p90) 30.8%
Expected Sharpe (rf 4%) -0.42
Downside expectation (prob-weighted loss branches) -20.1%

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) -8.8%
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) 0.56 (as of 2026-08-24)
Equity risk premium 4.5%
Required return 6.5%
Expected alpha -15.3%
Alpha per unit risk (EA/σ) -0.50

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 37.5% (1σ) 21.6% implied broadly consistent with the market's implied uncertainty
Mass above spot: scenarios vs our own MC 28.0% 31.3% 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 $396.95.

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 87 AI 34
Value 48 Cloud 85
Quality 78 Semis 13
Momentum 17 Consumer 37
Low-Vol 37 Rates 45
USD 60
Energy 33

Market interaction: correlation vs SPY +0.45, vs QQQ +0.33 (trailing ~1y daily returns).

Options Intelligence

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

  • range-bound with fair premium — harvest income against a holding
  • Direction neutral from the overlay conviction/rating (read-only input).
  • IV/RV at the 34th percentile of the cross-section → mid 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 75th percentile of its own month-end history (decile 8). 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 +2.9pp) — favour longer-dated ownership (LEAPS) or calendars that are long the cheaper front.

IV term structure (contango, slope +2.9pp): 32-DTE 29% · 88-DTE 29% · 389-DTE 32%

Priced structure Value
Legs Short 465 C
Expiry 2026-09-25
Income yield 0.8%

Economics copied verbatim from the options overlay (priced from the listed chain (EOD marks)); the selector does not re-price.

Alternatives: Cash-Secured Put. 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 0.84% NAV
Risk budget 1.54% NAV
Annualized outcome σ (MC) 30.8%
Indicative holding period 3–12 months
Liquidity high, ~$899M 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 28.8% (moderate regime) · expected move ±6.4% (2026-09-25) · put/call OI 1.31 · ATM Δ 0.54 / Θ -0.22 / ν 0.51. Direction: NEUTRAL (implied return -11.6% to triangulated fair value $384.72).

Covered Call (if held) (Income / neutral) — Short 465 C · 2026-09-25 · premium $3.3 · yield 0.8% · priced from the listed chain (EOD marks)

Converts a near-fair holding into income by agreeing to sell at a higher strike — worth weighing when upside looks limited near fair value and being called away is acceptable. Illustrative — no outcome is implied or guaranteed.

Put Spread (income) (Income / would-own) — Short 400 P / Long 370 P · 2026-10-02 · net $5.09 · net entry $394.91 · yield 1.3% · RoR 20.0% · max loss $24.91 · priced from the listed chain (EOD marks)

Gets paid to wait for a lower entry, with the tail capped: the sold put collects premium while the cheaper long wing below it caps the maximum loss at the spread width — a defined-risk alternative to a naked cash-secured put.

Protective Collar (if held) (Hedge) — Long 390 P / Short 480 C · 2027-02-19 · net $4.4 · floor -10.0% · cap +10.0% · priced from the listed chain (EOD marks)

For a holder who wants to stay invested but cap risk: the sold call funds most of the protective put, fencing the position into a band — a way to ride out a de-rating without selling.

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 -9% vs spot
  • Monte Carlo median implies -16% vs spot
  • DCF fair value implies -12% vs spot
  • Bear case (Structural — Volume / Subscription Decline / Competition) downside is -62% vs spot
  • Net: the valuation anchor itself sits 11.6% below spot, so there is no reward leg to weigh against the bear case and the reward-to-risk ratio is withheld rather than computed off a negative upside. The rating is not asymmetric enough for a Buy and not impaired enough for a Sell — hence Hold.

Model Appendix

DCF — line items

Year Revenue Op income − Capex + D&A FCF PV(FCF)
FY+1 $17B $8B $0B $0B $6B $6B
FY+2 $18B $9B $0B $0B $7B $6B
FY+3 $20B $10B $0B $0B $7B $6B
FY+4 $21B $10B $0B $0B $8B $6B
FY+5 $22B $11B $0B $0B $8B $6B
Terminal $8B × 17.0x $94B

FCF is bridged: NOPAT + D&A − Capex − ΔNWC (capex intensity 3% of revenue, weighted from the segments) — not a single conversion fudge.

WACC 8.5% · Σ PV(FCF) $29B + PV(terminal) $94B = EV $123B; − net debt $12.1B → equity $111B ÷ diluted shares $0.29B = $384/share (exit-multiple terminal).

  • Gordon terminal at 2.5% → $386/share — a genuinely non-multiple, cash-based cross-check; the exit-multiple and Gordon values bracket the terminal-value risk.
  • Incremental ROIC on the forecast capex ≈ 166% vs WACC 8.5% → above WACC — the build is value-creative.

Peer set

Peer EV/Rev Fwd P/E Growth Op margin
CME 12.2x 18.4x 8% 70%
MCO 10.5x 26.6x 8% 46%
ICE 6.7x 18.1x 8% 57%
NDAQ 6.4x 22.7x 8% 48%
Median 8.6x 20.5x

Implied prices at the peer medians: EV/Rev → $426 (no P/E-implied price — no forward-EPS basis at the peer step).

Weighted fair-value math

Anchor Value Weight Contribution
DCF $384 47% $179
Scenario PWEV $397 33% $132
Monte Carlo median $365 20% $73.00
Triangulated 100% $385

Assumption Register

Assumption Value Used in Source
WACC 8.5% DCF discount rate estimate (CAPM)
Terminal multiple 17× DCF exit value estimate (peer-anchored)
Terminal growth 2.5% DCF Gordon terminal estimate
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

Sensitivity-ranked drivers (widest fair-value swing first): Revenue CAGR ±3pp (109.0); Terminal × ±15% (98.0); Op margin ±3pp (53.0); WACC ±1pp (36.0); Capex intensity ±15% (5.0).

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 $15.7B reported fact 10-K/10-Q via AV High Forecast base, EV/Rev
FY+1 guided revenue $17.0B company guidance Company guidance Medium Forecast, SoP
Consensus FY EPS $17.8708 consensus estimate Sell-side consensus via AV Medium Variant perception
Diluted shares 0.288B reported fact 10-K via AV High Market cap, per-share
Net debt / cash $12.399B reported fact Balance sheet via AV High EV, DCF equity bridge
WACC 8.5% house estimate CAPM (beta/rf) Medium DCF discount rate
Terminal multiple 17× house estimate Peer/historical range Medium DCF exit value
Terminal growth 2.5% house estimate Long-run GDP+ Medium DCF Gordon terminal

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

DCF: WACC 8.5%, terminal multiple 17×, FY+5 revenue $22B. Triangulation leans 47% on DCF, 33% on PWEV, 20% on the Monte Carlo median.

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, 52-week range, forward P/E Alpha Vantage 2026-08-24
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.