Investment Committee Summary
| Rating | SELL |
| Internal 5-tier | SELL |
| Classification · conviction | mature cash generator · high |
| Evidence | 8/8 load-bearing inputs sourced |
| Triangulated fair value | $246 (-19% vs spot · triangulated FV) |
| 12-mo scenario PWEV | $232 (-24% vs spot · 12m PWEV) |
| Next catalyst | 2026-10-15 — Investor Day / recurring-revenue (Data Vantage) mix and margin targets |
| Primary thesis-break | Organic net revenue growth (YoY) < 0.04 (2 consecutive prints) |
Decision detail — rating tables & Research OS strip
Rating: SELL
Internal 5-tier: SELL · mature cash generator · analyst conviction: high
| Metric | Value |
|---|---|
| Current Price | $304 |
| Triangulated Fair Value | $246 (-19% vs spot · triangulated FV) |
| 12-mo Scenario PWEV | $232 (-24% vs spot · 12m PWEV) |
| Forward P/E | 21.6x |
| Market Cap | $33B |
| 52-Week Range | $227–$371 (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 four weighted anchors — an intrinsic DCF, 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, the scenario PWEV and the DCF's exit-multiple terminal all rest on the same base multiple, so where they agree it is partly by construction — not independent corroboration. Figures reconciled to Alpha Vantage 2026-10-09. 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 |
|---|---|---|---|
| 71.4/100 (94th pct) | -23% 1yr expected | Hold | 3d — Investor Day / recurring-revenue (Data Vantage) mix and margin targets |
Research rating: SELL · Tactical / decision-rule stance: Hold — the stance is what the model's 6 machine-checked decision rules read on this name, held by hysteresis against the last published stance; the rating is the valuation verdict. They may diverge; the rules are set out in the Decision Rules section below.
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: SELL
Defensive: rating SELL; triangulated fair value $246 (-19% vs spot) — the risk/reward is skewed to the downside on P/E Multiple. The debate is P/E Multiple — fundamentally a multiple/regime call.
Investment Thesis
At $304 (12 October 2026) Cboe trades on roughly 22x forward earnings for a franchise whose economics are genuinely good: the proprietary SPX and VIX complex, recurring data and access revenue, an operating margin of 35% (reported GAAP, TTM to Jun 2026) and net cash of ~$0.6B behind it. The engine does not dispute the earnings; it disputes the price. Probability-weighted value across the scenario tree is $232, the twelve-month target $236, and the blended anchor $246 — a gap of -19% that leaves the shares trading rich to the anchor set and produces SELL. The bulk of the simulated variance sits in the multiple rather than the earnings line, so the argument is about what the market will pay, not what Cboe will earn. Capital-light cash conversion supports the cash-flow read and is the strongest part of the bull case. One caveat belongs in the open: the simulation's probability of finishing above the current price is low enough that the bear weighting itself deserves scrutiny before the rating is sized. The most damaging risk is structural — volume and subscription erosion, whose scenario 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 ($304) against each valuation anchor, the scenario tree, technicals and the options-implied move.
Anti-Thesis (The Real Bear Case)
The structural bear does not require a market crash; it requires the recent volume regime to prove cyclical. Zero-dated index options and retail-driven hedging have inflated the transaction base. If daily volumes mean-revert while rival venues contest order flow, transaction revenue shrinks against a largely fixed cost base, so decremental margins are heavy and an operating margin of 35% (reported GAAP, TTM to Jun 2026) falls faster than revenue does. At the same time, regulatory pressure on market-data and access fees caps the recurring line that justifies the data-and-analytics framing. Earnings fall and the market re-prices the shares from a compounder multiple toward what it pays for a cyclical toll booth — a de-rate from 22x rather than a modest trim. Those two moves compound, which is why the structural target sits below the 52-week low. Neither margin discipline nor buybacks offset a shrinking volume base once the recurring-revenue narrative breaks.
Key Debate
P/E Multiple explains 84% 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 21.6× consensus forward EPS, vs the house DCF terminal 14.0×, and a peer median 19.3×. The house DCF sits 14% below spot, so the market is pricing in more than the house case — roughly 1.7pp of revenue CAGR.
Variant perception: the house view is below-consensus, and the thesis is primarily growth-driven.
| Metric | Consensus | House | Importance |
|---|---|---|---|
| Revenue | 2.9 | 5.2 | High |
| EPS | 14.1 | 14.1 | Medium |
| Target price | 314.1 | 236.3 | Medium |
Scenario Analysis
The scenario tree spans a structural 'Structural — Volume / Subscription Decline / Competition' downside ($104) to a 'Bull — Re-Rate' bull case ($411); the probability-weighted blend (PWEV $232) is -24% versus spot.
| Scenario | Probability | Target | Return vs spot |
|---|---|---|---|
| Structural — Volume / Subscription Decline / Competition | 20% | $104 | -66% |
| Market-Activity Recession | 17% | $176 | -42% |
| Base — Recurring Data + Volume Growth | 35% | $249 | -18% |
| Growth — New Data / Index / Analytics | 20% | $322 | +6% |
| Bull — Re-Rate | 8% | $411 | +35% |
| Probability-Weighted (PWEV, after SBC dilution) | — | $232 | -24% |
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 ≈ 1% of revenue), trimming the gross PWEV of $235 to $232 (-1.5%). SBC is charged once, as dilution — never also deducted from FCF.
Scenario rationale — the driver path behind every target:
- Structural — Volume / Subscription Decline / Competition (20%, $104). 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%, $176). Cyclical downturn — trading volumes + recurring data/index/ratings subscriptions + pricing power weakens for 1–2 years before normalising.
- Base — Recurring Data + Volume Growth (35%, $249). Mid-cycle — normalised trading volumes + recurring data/index/ratings subscriptions + pricing power; disciplined capital allocation; steady returns.
- Growth — New Data / Index / Analytics (20%, $322). Upside — new data / index / analytics lifts earnings above mid-cycle; the multiple expands modestly.
- Bull — Re-Rate (8%, $411). Upside tail — sustained tight conditions or a structural re-rate on new data / index / analytics.
Valuation Triangulation
Four weighted anchors — an intrinsic dcf, 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 four numbers as four independent votes.
| Method | Basis | Fair Value | vs Spot | Weight in this name's blend |
|---|---|---|---|---|
| Monte Carlo median (Student-t + regime) | multiple | $217 | -29% | 18% (declared 15%) |
| Peer P/E re-rate | multiple | $272 | -11% | 12% (declared 10%) |
| Peer EV/Revenue re-rate | multiple | $424 | +39% | 0% — cross-check only |
| Scenario PWEV | multiple | $232 | -24% | 29% (declared 25%) |
| DCF (5-year + exit-multiple terminal) | cash flow + terminal × | $261 | -14% | 41% (declared 35%) |
| Triangulated (weighted) | — | $246 | -19% | 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 is not computed, so 15% 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. The company-lever row in the Sensitivity section is an illustrative EBIT × multiple value, not a sum-of-parts anchor.
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 $217 and 18% of paths finish above spot. The variance decomposition shows the p/e multiple is the dominant swing factor (84% of variance). Value is a multiple bet: fundamentals move the answer far less than the rating does.
DCF — explicit-period cash flows with an exit-multiple terminal
A 5-year cash-flow path discounted at a WACC of 8.5%, plus a terminal value of final-year FCF × 14.0x — a terminal multiple equal to 0.85 × the base multiple that the Monte Carlo and the scenario tree also use → $261. The terminal value is 73% of enterprise value, so this anchor moves with the multiple assumption. The heaviest anchor in this blend (41%); because its terminal is a market multiple, it is not independent of the multiple-driven anchors.
Peer benchmarking — relative value
Against its 4 peers in the same GICS sub-industry, re-rating to their median forward multiple (P/E 19.3x) implies $272. A premium is only justified by superior growth/margins; otherwise it is multiple risk. Weighted just 12% so market sentiment does not set the fair value.
Across all anchors the spread is 79% of the median — wide (genuine disagreement — the blend carries low valuation confidence).
Sensitivity
DCF/share — WACC × terminal multiple
| WACC \ Term× | 9.8x | 11.9x | 14.0x | 16.1x | 18.2x |
|---|---|---|---|---|---|
| 6.5% | $222 | $252 | $283 | $314 | $345 |
| 7.5% | $213 | $243 | $272 | $301 | $331 |
| 8.5% | $205 | $233 | $261 | $289 | $317 |
| 9.5% | $197 | $224 | $251 | $278 | $304 |
| 10.5% | $190 | $216 | $241 | $267 | $292 |
DCF/share — revenue CAGR Δ × model op-margin Δ (Δ applied to the DCF's house margin path)
| CAGRΔ \ MgnΔ | -3.0pp | -1.5pp | +0.0pp | +1.5pp | +3.0pp |
|---|---|---|---|---|---|
| -3.0pp | $214 | $222 | $231 | $239 | $247 |
| -1.5pp | $228 | $237 | $245 | $254 | $263 |
| +0.0pp | $242 | $252 | $261 | $270 | $280 |
| +1.5pp | $258 | $268 | $278 | $288 | $298 |
| +3.0pp | $274 | $284 | $295 | $306 | $316 |
Tornado — DCF/share swing by driver (widest first)
| Driver | Low | High | Swing |
|---|---|---|---|
| Revenue CAGR ±3pp | $231 | $295 | $64.00 |
| Terminal × ±15% | $233 | $289 | $56.00 |
| Model op margin ±3pp | $242 | $280 | $38.00 |
| WACC ±1pp | $251 | $272 | $21.00 |
| Capex intensity ±15% | $259 | $263 | $4.00 |
Company lever — value at the base multiple vs Exchanges, Ratings & Market Data multiple (base 19.0x)
| Multiple | 13.3x | 16.1x | 19.0x | 21.8x | 24.7x |
|---|---|---|---|---|---|
| Value at the base multiple (EBIT × multiple; illustrative, not a blend anchor) | $204 | $246 | $289 | $331 | $375 |
Illustrative: segment EBIT × multiple, plus net cash, over basic shares — it does not enter the triangulated fair value.
Peer Quality & Weighting
| Peer | Fwd P/E | Growth | Op margin | Quality | Weight cap |
|---|---|---|---|---|---|
| SPGI | 20.2× | 8% | 44% | direct | 100% |
| CME | 18.4× | 8% | 70% | direct | 100% |
| MCO | 26.6× | 8% | 46% | direct | 100% |
| ICE | 18.1× | 8% | 57% | direct | 100% |
Quality-weighted forward P/E: 20.8× (simple median 19.3×). Direct peers count 100%, segment 50%, broad 25%.
Historical-range cross-check: 52-week range $227–$371, centre $290 (-4% vs spot); spot sits at the 53rd 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) | $246 (-19% vs spot · triangulated FV) |
| Downside to lowest scenario (Structural — Volume / Subscription Decline / Competition) | $104 (-66% 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 |
| Discount to fair value (1 − price ÷ FV) | -24% |
| P(price > spot) — Monte Carlo | 18% |
That ratio is (triangulated FV ÷ price − 1) ÷ (1 − 'Structural — Volume / Subscription Decline / Competition' target ÷ price). 'Structural — Volume / Subscription Decline / Competition' ($104, probability 20%) is the lowest-target scenario in the tree, taken gross of SBC dilution. With a leg missing the ratio is withheld rather than computed from a magnitude. Bull case (Bull — Re-Rate): $411.
Company Overview & Business Model
Cboe Global Markets Inc — FINANCIAL SERVICES · FINANCIAL DATA & STOCK EXCHANGES. Cboe Global Markets is an American company that owns the Chicago Board Options Exchange and the stock exchange operator BATS Global Markets.
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 |
|---|---|---|---|---|
| Exchanges, Ratings & Market Data | 100% | +8% | 33% | trading volumes + recurring data/index/ratings subscriptions + pricing power |
† 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): 32.1% for the fiscal year ended 2025-12-31; 35.2% TTM to 2026-06-30 (Alpha Vantage INCOME_STATEMENT).
Edge. Wide moat — The moat is the proprietary SPX/VIX index-options franchise (exclusive licensing, liquidity network effects, settlement primacy) plus recurring data/access revenue - a genuine toll-road; at ~19.3x forward, in line with the exchange peer 19.3x, the market prices no franchise premium, so the moat supports HOLDING the terminal multiple at ~19x rather than compressing - but if daily volumes prove cyclical and mean-revert, the transaction-heavy earnings base falls and the multiple should compress toward the low-cyclicality peer discount.
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 |
|---|---|---|---|---|---|---|---|---|
| Exchanges, Ratings & Market Data | $4.8B | 100% | 8% | 33% | $1.6B | 19.0x | 3% | 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 32.1% for the fiscal year ended 2025-12-31; 35.2% TTM to 2026-06-30 (Alpha Vantage INCOME_STATEMENT).
Named Exposures
Demand & pricing cycle (FACT/ESTIMATE)
| Dimension | Assessment |
|---|---|
| driver | trading volumes + recurring data/index/ratings subscriptions + pricing power |
| net_debt_or_cash_b | 0.58 |
Capital intensity & shareholder returns (ESTIMATE)
| Dimension | Assessment |
|---|---|
| capex_pct_revenue | 0.03 |
| div_yield | 0.0112 |
Structural risk vs optionality (INFERENCE)
| Dimension | Assessment |
|---|---|
| downside | volume / subscription decline / competition |
| upside | new data / index / analytics |
Balance Sheet & Liquidity
| Metric | Value |
|---|---|
| Net debt | $-0.6B — net cash |
| Net debt / EBITDA | -0.29x |
| Interest coverage (EBIT / interest) | 31.1x |
| Current ratio | 1.87x |
| Lease obligations | $0.1B |
| Cash & ST investments | $2.3B |
Balance-sheet data as of 2025-12-31 (Alpha Vantage).
Capital Allocation
| Metric | Value |
|---|---|
| Free cash flow | $1.2B |
| Buybacks / dividends | $0.1B / $0.3B |
| Total shareholder yield | 1.2% |
| Payout as % of FCF | 33.0% |
| Reinvestment (capex / OCF) | 5.8% |
| SBC as % of FCF | 4.3% |
| Allocation stance | balanced |
Free-Cash-Flow Quality
| Metric | Value |
|---|---|
| FCF margin | 24.0% |
| FCF conversion (FCF / net income) | 105.3% |
| FCF yield | 3.5% |
| Capex intensity (capex / revenue) | 1.5% |
| FCF − SBC (diagnostic) | $1.1B |
| Capex split (maint / growth) | 70% / 30% — Capital-light exchange; capex is technology/platform with a growth slug for new-product, data-infrastructure and international/derivatives expansion. |
Accounting quality: SBC 1% of revenue; cash conversion (OCF/NI) 112% — cash-backed.
Competitive Moat
Moat sources:
- Exclusive SPX/VIX index-options licensing and settlement franchise (the durable network-effect moat)
- Recurring market-data, index-licensing and access/connectivity subscription revenue
- Liquidity network effects concentrating options order flow
- PARTIAL: multi-listed equity-options and one-day-settled products face genuine venue competition and fee pressure
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 +0.44 vs analyst floor +0.00 → delta +0.44 (n=22 mgmt / 19 Q&A; 55th pctile across the S&P book, z +0.1).
Flag: TYPICAL — management-vs-analyst tone within the normal cross-sectional range.
| Quarter | Mgmt | Analyst | Delta |
|---|---|---|---|
| 2026Q2 | +0.44 | +0.00 | +0.44 |
| 2026Q1 | +0.53 | +0.00 | +0.53 |
| 2025Q4 | +0.46 | +0.13 | +0.32 |
| 2025Q3 | +0.50 | +0.22 | +0.28 |
News (last 365d, 2357 articles): avg ticker sentiment +0.14 (bullish 13% / bearish 2%)
Consensus & Market Expectations
| Reference | Value |
|---|---|
| Street target (mean) | $314 (+3% vs spot · street) |
| House target | $236 (-24.7% vs street) |
| Sell-side coverage | 17 analysts (SB 3 / B 1 / H 10 / S 2 / SS 1; net score 0.09) |
| Consensus FY EPS | $14.11 (reference only — house values on EV/EBITDA) |
| Consensus FY revenue | $2.9B; house above (+81.3%) |
_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
- 2026-10-15 (~6d) — Investor Day / recurring-revenue (Data Vantage) mix and margin targets (authored)
- 2026-10-30 (~21d) — Quarterly earnings — est. EPS $3.41 (AV EARNINGS_CALENDAR)
- 2027-01-15 (~98d) — New product / index-and-analytics launch cadence (0-DTE, credit, crypto-derivatives) (authored)
Forecast Track Record
- EPS surprise: beat 88% of the last 8 quarters; average surprise +3.5%.
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 2d) | September CPI | macro | ●● | 0.8 |
| 2026-10-15 (in 3d) | Investor Day / recurring-revenue (Data Vantage) mix and margin targets | authored | ● | 0.7 |
| 2026-10-28 (in 16d) | FOMC rate decision + press conference | macro | ●● | 0.8 |
| 2026-10-30 (in 18d) | Quarterly earnings | earnings | ●●● | 0.95 |
| 2026-12-09 (in 58d) | FOMC rate decision + SEP dot plot | macro | ●● | 0.8 |
| 2026-12-18 (in 67d) | Quarterly options-expiry cluster (3rd Friday) | opex_cluster | ● | 1.0 |
| 2027-01-15 (in 95d) | New product / index-and-analytics launch cadence (0-DTE, credit, crypto-derivatives) | authored | ● | 0.7 |
| 2027-01-27 (in 107d) | FOMC rate decision + press conference | macro | ●● | 0.8 |
| 2027-03-17 (in 156d) | FOMC rate decision + SEP dot plot | macro | ●● | 0.8 |
| 2027-03-19 (in 158d) | Quarterly options-expiry cluster (3rd Friday) | opex_cluster | ● | 1.0 |
| 2027-04-28 (in 198d) | FOMC rate decision + press conference | macro | ●● | 0.8 |
| 2027-06-09 (in 240d) | FOMC rate decision + SEP dot plot | macro | ●● | 0.8 |
| 2027-06-18 (in 249d) | Quarterly options-expiry cluster (3rd Friday) | opex_cluster | ● | 1.0 |
| 2027-09-17 (in 340d) | Quarterly options-expiry cluster (3rd Friday) | opex_cluster | ● | 1.0 |
_Sources: extended.catalysts, data/catalysts/
Regulatory & Legal Risk
| Issue | Probability | Valuation sensitivity | Horizon |
|---|---|---|---|
| SEC market-data and connectivity/access fee regulation (SIP reform, fee-filing challenges) | medium (~45%) | high - recurring data/access is the highest-margin pillar, ~6-9% of FV | 12-24m |
| Order-flow / payment-for-order-flow and options market-structure reform affecting transaction economics | medium (~35%) | medium - would pressure multi-listed transaction volumes, ~3-5% 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 | The 2024-25 zero-dated/retail-hedging volume regime proves cyclical and mean-reverts while rival venues contest order flow and regulation caps data/access fees. | Transaction revenue shrinks with heavy decremental margins and the recurring pillar is capped at the same time. |
| Market-Activity Recession | A market-activity recession cuts trading volumes and hedging demand across products for 1-2 years. | Transaction-linked revenue falls faster than the fixed cost base can flex. |
| Base — Recurring Data + Volume Growth | Normalised options volumes plus high-single-digit recurring data and access growth at a stable margin. | Volume normalisation off elevated 2024-25 levels drags reported growth even as recurring compounds. |
| Growth — New Data / Index / Analytics | New data, index and analytics products plus sustained volume growth lift the recurring mix and margin. | New products cannibalise or fail to scale before transaction volumes soften. |
| Bull — Re-Rate | The proprietary SPX/VIX franchise earns a scarcity premium and the multiple re-rates above the exchange peer. | A regulatory fee cap or a volume mean-reversion removes the premium the re-rate assumes. |
Decision Rules (Machine-Checked)
Stance: Hold — 0 bullish / 1 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) |
-22.3 | YES |
| R2-valuation-opportunity | expected return vs fair value > 15 (upside_pct) |
-22.3 | no |
| R3-street-revisions | street net rating stance < -0.25 (extended.consensus.street_score) |
0.09 | no |
| R4-earnings-quality | cash conversion of earnings < 80 (extended.accounting_quality.cash_conversion_pct) |
111.8 | no |
| R5-technical-breakdown | price vs 200-day SMA < 0.85 (technicals.sma_200) |
1.06 | no |
| R6-vol-regime-shift | IV/RV vol-risk premium > 1.4 (options_overlay.iv_rv) |
1.05 | 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 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:
- Organic net revenue growth (YoY) < 0.04 (2 consecutive prints). (rationale withheld pending re-authoring — frozen figure or verdict)
- SPX index options average daily volume, YoY change < -0.05 (2 consecutive prints). (rationale withheld pending re-authoring — frozen figure or verdict)
- Data Vantage (data and access solutions) revenue growth (YoY) < 0.05 (2 consecutive prints). (rationale withheld pending re-authoring — frozen figure or verdict)
- Adjusted operating margin (model basis, on gross revenue) < 0.32 (2 consecutive prints). (rationale withheld pending re-authoring — frozen figure or verdict)
- Regulatory action capping proprietary market-data or index-licence fees (SEC rule adoption or binding fee suspension) = adopted (single event). A binding cap on market-data or licence fees converts the recurring pricing-power line into regulated revenue and validates the structural path irrespective of volumes.
Fact / Inference / Speculation
- FACT: Spot $304; 52-week range $227–$371; engine rating SELL; house target $236 (-22%). (source: Alpha Vantage 2026-10-09, 12 October 2026)
- INFERENCE: Triangulated FV $246 (-19% vs spot · triangulated FV); the rating tracks the Monte-Carlo + scenario-PWEV core; the DCF anchor sits above 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.
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.
71.4/100 (confidence band 57.9–84.9), 94th percentile of 893 covered names (as of 2026-10-10). Weighted composite under config ros-1.20.0 — every component and its inputs below.
| Component | Score (0–100) | Weight | Inputs |
|---|---|---|---|
| business quality | 92 | 15% | extended.fcf_quality.fcf_margin_pct, extended.balance_sheet.net_debt_to_ebitda, extended.accounting_quality.cash_conversion_pct |
| financial strength | 92 | 10% | extended.balance_sheet.net_debt_to_ebitda, extended.balance_sheet.interest_coverage |
| valuation | 28 | 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 | 88 | 10% | enrichment.moat.rating |
| technical trend (heuristic — no validation record; weight change reserved for AM-060) | 88 | 10% | technicals.rsi, technicals.sma_50, technicals.sma_200 |
| macro tailwinds | — | 10% | industry_context.house |
| risk profile | 46 | 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: 66.3 → 65.7 → 66.2 → 66.6 → 66.9 → 66.9 → 71.8 → 71.2.
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% | $104 | -65.8% | -13.2pp |
| Market-Activity Recession | 17% | $176 | -42.2% | -7.2pp |
| Base — Recurring Data + Volume Growth | 35% | $249 | -18.2% | -6.4pp |
| Growth — New Data / Index / Analytics | 20% | $322 | +6.0% | +1.2pp |
| Bull — Re-Rate | 8% | $411 | +35.0% | +2.8pp |
| Aggregate | Value |
|---|---|
| Expected return (gross, 1y) | -22.7% |
| Expected return net of SBC dilution | -23.9% |
| Outcome dispersion (σ, from MC p10–p90) | 26.8% |
| Expected Sharpe (rf 4%) | -1.00 |
| Downside expectation (prob-weighted loss branches) | -26.7% |
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) | -22.7% |
| 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) | 0.12 (as of 2026-10-09) |
| Equity risk premium | 4.5% |
| Required return | 5.0% |
| Expected alpha | -27.7% |
| Alpha per unit risk (EA/σ) | -1.03 |
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 | 29.6% (1σ) | 32.5% implied | broadly consistent with the market's implied uncertainty |
| Mass above spot: scenarios vs our own MC | 28.0% | 17.6% | the two expressions of our own view agree |
| Realised scenario frequency | 58 dated anchors | — | 58 dated anchors available; realised-vs-prior comparison is now meaningful. |
Authored set: 5 scenarios, probabilities summing to 1.0, mean target $235.08.
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 | 84 | AI | 7 | |
| Value | 14 | Cloud | 25 | |
| Quality | 84 | Semis | 10 | |
| Momentum | 64 | Consumer | 6 | |
| Low-Vol | 15 | Rates | 4 | |
| USD | 94 | |||
| Energy | 89 |
Portfolio Interaction (Focus Book)
This name is in the top-conviction focus book. Equal-weight book vol 9.1%; diversification benefit 75.3% vs the gross-weighted average single-name vol — combining correlation, the short leg hedging the long leg, and net exposure below 1.0; not diversification alone.
| Interaction | Value |
|---|---|
| Contribution to book risk (component) | 0.09pp |
| Correlation vs SPY | -0.14 |
| Correlation vs QQQ | -0.18 |
| Correlation vs XLK | -0.20 |
| Correlation vs IWM | -0.15 |
| Correlation vs VIXY | +0.14 (VIXY proxies VIX — roll decay) |
| Correlation vs GLD | +0.00 |
| Correlation vs UUP | -0.02 |
Rating Bridge
Rating = SELL because:
- Probability-weighted scenario value implies -24% vs spot
- Monte Carlo median implies -29% vs spot
- DCF fair value (exit-multiple terminal) implies -14% vs spot — but this is terminal-value sensitive (exit-multiple $261 vs Gordon $302, 16% apart), so it carries less weight
- Bear case (Structural — Volume / Subscription Decline / Competition) downside is -66% vs spot
- Net: the valuation anchor itself sits 19.2% 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 warrants a Sell.
Model Appendix
DCF — line items
| Year | Revenue | Op income (house path) | − Capex | + D&A | FCF | PV(FCF) |
|---|---|---|---|---|---|---|
| FY+1 | $5B | $2B | $0B | $0B | $2B | $1B |
| FY+2 | $6B | $2B | $0B | $0B | $2B | $1B |
| FY+3 | $6B | $2B | $0B | $0B | $2B | $2B |
| FY+4 | $6B | $3B | $0B | $0B | $2B | $1B |
| FY+5 | $7B | $3B | $0B | $0B | $2B | $1B |
| Terminal | — | — | — | — | $2B × 14.0x | $20B |
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) $7B + PV(terminal) $20B = EV $27B; + net cash $0.6B → equity $28B ÷ diluted shares $0.11B = $261/share (exit-multiple terminal).
- Gordon terminal → $302/share — a single-point perpetual-growth cross-check at g = 2.5% (one growth rate, not a range; it is not in the blend).
- Incremental ROIC on the forecast capex ≈ 126% vs WACC 8.5% → above WACC — the build is value-creative.
Peer set
| Peer | EV/Rev | Fwd P/E | Growth | Op margin |
|---|---|---|---|---|
| SPGI | 8.2x | 20.2x | 8% | 44% |
| CME | 12.2x | 18.4x | 8% | 70% |
| MCO | 10.5x | 26.6x | 8% | 46% |
| ICE | 6.7x | 18.1x | 8% | 57% |
| Median | 9.3x | 19.3x | — | — |
Implied prices at the peer medians: same-sub-industry median fwd P/E → $272; EV/Rev → $424.
Weighted fair-value math
| Anchor | Value | Weight | Contribution |
|---|---|---|---|
| DCF | $261 | 41% | $108 |
| Scenario PWEV | $232 | 29% | $68.12 |
| Monte Carlo median | $217 | 18% | $38.28 |
| Peer P/E | $272 | 12% | $31.99 |
| Triangulated | — | 100% | $246 |
Model Calibration Caveats
Raised by the model's own checks on its run of 12 October 2026 (prices as of 2026-10-09). They concern how the model was calibrated, not the company; read the figures they touch with them in mind.
- The Monte Carlo gives only a 18% probability of the price finishing above today's; the house treats readings under 30% as a sign the downside assumptions may be too severe.
Assumption Register
| Assumption | Value | Used in | Source |
|---|---|---|---|
| WACC | 8.5% | DCF discount rate | estimate (CAPM) |
| Terminal multiple | 14× | DCF exit value | house rule (0.85 × base multiple) |
| Terminal growth | 2.5% | Gordon cross-check (single point) | estimate |
| 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 |
Sensitivity-ranked drivers (widest fair-value swing first): Revenue CAGR ±3pp (64.0); Terminal × ±15% (56.0); Model op margin ±3pp (38.0); WACC ±1pp (21.0); Capex intensity ±15% (4.0).
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 | $4.8B | reported fact | 10-K/10-Q via AV | High | Forecast base, EV/Rev |
| FY+1 guided revenue | $5.2B | company guidance | Company guidance | Medium | Forecast, SoP |
| FY+1 guided EPS | $14.1109 | company guidance | Company guidance | Medium | Forward P/E, scenarios |
| Consensus FY EPS | $14.1109 | consensus estimate | Sell-side consensus via AV | Medium | Variant perception |
| Diluted shares | 0.107B | reported fact | 10-K via AV | High | Market cap, per-share |
| Net debt / cash | $-0.568B | 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 | 14× | house estimate | House rule: 0.85 × the base multiple (shared with the Monte Carlo) | Medium | DCF exit value |
| Terminal growth | 2.5% | house estimate | Long-run GDP+ | Medium | Gordon cross-check (single point, not in the blend) |
| 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-1.20.0 |
| Analysis as-of | 2026-10-12 (prices 2026-10-09) |
| 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 14×, FY+5 revenue $7B. Triangulation leans 41% on DCF, 29% on PWEV, 18% on the Monte Carlo median, 12% on peer-implied value.
Appendix & audit trail — source log, data provenance, disclosures
Source Log
| Source | Type | Date | Used for | Reference |
|---|---|---|---|---|
| Alpha Vantage — GLOBAL_QUOTE / OVERVIEW | market data | 2026-10-09 | Price, market cap, EV, forward P/E | Alpha Vantage 2026-10-09 |
| MCH engine — trailing 52 weeks of daily bars | derived | 2026-10-09 | 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, 2025-10-10 to 2026-10-09, 251 sessions) |
| Company income statement (10-K / 10-Q) via Alpha Vantage | reported fact | 2026-10-09 | Revenue, gross/operating margin, EBIT, interest expense | INCOME_STATEMENT / latest annual |
| Company balance sheet (10-K / 10-Q) via Alpha Vantage | reported fact | 2026-10-09 | Cash, debt, net debt, leases, equity, coverage | BALANCE_SHEET / latest annual |
| Company cash-flow statement (10-K / 10-Q) via Alpha Vantage | reported fact | 2026-10-09 | Operating cash flow, capex, FCF, buybacks, dividends, SBC | CASH_FLOW / latest annual |
| Company earnings releases via Alpha Vantage | reported fact | 2026-10-09 | Reported EPS, surprise history | EARNINGS / quarterly |
| Sell-side consensus via Alpha Vantage | consensus estimate | 2026-10-09 | Forward revenue/EPS consensus, analyst count | EARNINGS_ESTIMATES |
| Earnings calendar via Alpha Vantage | market data | 2026-10-09 | Next earnings date, catalyst timing | EARNINGS_CALENDAR |
| Company guidance | company guidance | 2026-10-09 | FY guided revenue / non-GAAP EPS basis | company guidance / earnings call |
| MCH segment model (from filings & disclosures) | house estimate | 2026-10-09 | Segment revenue and multiple; model margin = gross margin − the calibrated opex ratio (not a reported margin) | company_context (authored, tagged) |
| MCH qualitative analysis | inference | 2026-10-09 | Moat, regulatory risk, scenario macro, catalysts | company_context enrichment (authored) |
| MCH investment thesis & falsification triggers | house estimate | 2026-10-09 | 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.