Rating: HOLD
| Metric | Value |
|---|---|
| Current Price | $123 |
| Triangulated Fair Value | $113 |
| 12-mo Scenario PWEV | $123 |
| Implied Return | -8% |
| Forward P/E | 17.9x |
| Market Cap | $70B |
| 52-Week Range | $124 – $187 |
Methodology: Valuation triangulated across five independent anchors — Monte Carlo (Student-t + regime switching), an independent DCF, peer re-rating, a sum-of-parts, and a scenario-weighted PWEV. Figures reconciled to Alpha Vantage 2026-06-27. Each chart below sits with the part of the thesis it evidences.
Investment Thesis
The bull case — 'Bull — Re-Rate' (8% weight) — targets $218, +77% vs spot. It needs the multiple to hold or expand.
The dashboard below is the whole argument on one page: spot ($123) against each valuation anchor, the scenario tree, technicals and the options-implied move.
Anti-Thesis (The Real Bear Case)
The structural case — 'Structural — Volume / Subscription Decline / Competition' (20%) — targets $54, -56% vs spot. This sits below the 52-week low — a genuine structural impairment, not a mild pullback.
Key Debate
P/E Multiple explains 95% 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.
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 (2026Q1): management +0.69 vs analyst floor -0.03 → delta +0.73 (n=12 mgmt / 6 Q&A; 98th pctile across the S&P book, z +2.0).
Flag: ELEVATED — management unusually upbeat vs the analyst floor relative to peers (disconfirmation watch).
| Quarter | Mgmt | Analyst | Delta |
|---|---|---|---|
| 2026Q1 | +0.69 | -0.03 | +0.73 |
| 2025Q4 | +0.60 | +0.28 | +0.33 |
| 2025Q3 | +0.60 | +0.46 | +0.14 |
| 2025Q2 | +0.57 | +0.29 | +0.28 |
News (last 365d, 1000 articles): avg ticker sentiment +0.15 (bullish 18% / bearish 2%)
Scenario Analysis
The tree runs from a structural 'Structural — Volume / Subscription Decline / Competition' downside ($54) to a 'Bull — Re-Rate' bull case ($218); the probability-weighted blend (PWEV $123) is +0% versus spot.
| Scenario | Probability | Target | Return |
|---|---|---|---|
| Structural — Volume / Subscription Decline / Competition | 20% | $54 | -56% |
| Market-Activity Recession | 17% | $92 | -25% |
| Base — Recurring Data + Volume Growth | 35% | $128 | +4% |
| Growth — New Data / Index / Analytics | 20% | $173 | +41% |
| Bull — Re-Rate | 8% | $218 | +77% |
| Probability-Weighted (PWEV) | — | $123 | +0% |
Scenario rationale — what each probability buys (the driver path behind every target):
- Structural — Volume / Subscription Decline / Competition (20%, $54). Structural impairment — volume / subscription decline / competition: earnings AND the multiple compress together. Target sits below the 52-week low by construction. Drivers — implied_target: 54.33; probability: 0.2.
- Market-Activity Recession (17%, $92). Cyclical downturn — trading volumes + recurring data/index/ratings subscriptions + pricing power weakens for 1–2 years before normalising. Drivers — implied_target: 92.26; probability: 0.17.
- Base — Recurring Data + Volume Growth (35%, $128). Mid-cycle — normalised trading volumes + recurring data/index/ratings subscriptions + pricing power; disciplined capital allocation; steady returns. Drivers — implied_target: 128.14; probability: 0.35.
- Growth — New Data / Index / Analytics (20%, $173). Upside — new data / index / analytics lifts earnings above mid-cycle; the multiple expands modestly. Drivers — implied_target: 173.0; probability: 0.2.
- Bull — Re-Rate (8%, $218). Upside tail — sustained tight conditions or a structural re-rate on new data / index / analytics. Drivers — implied_target: 218.49; probability: 0.08.
Valuation Triangulation
Five anchors — but read them with their basis in mind. The Monte Carlo, the DCF terminal, and the peer re-rate all key off a market multiple, so they are not fully independent; only the discounted cash flows themselves are genuinely multiple-free. The discipline is to read the spread and weight the cash-based view, not to treat five numbers as five independent votes.
| Method | Basis | Fair Value | vs Spot |
|---|---|---|---|
| Monte Carlo median (Student-t + regime) | multiple | $112 | -9% |
| Peer P/E re-rate | multiple | $147 | +19% |
| Peer EV/Revenue re-rate | multiple | $137 | +11% |
| Scenario PWEV | multiple | $123 | +0% |
| DCF (5-year + terminal) | cash flow + terminal × | $97 | -21% |
| Triangulated (weighted) | — | $113 | -8% |
Monte Carlo — the distribution, not a point
10,000 paths, Student-t shocks (fat tails) with a regime-switching overlay. The median lands at $112 and 39% of paths finish above spot. The variance decomposition shows the p/e multiple is the dominant swing factor (95% of variance). Value is a multiple bet: fundamentals move the answer far less than the rating does.
DCF — the cash-flow anchor
Independent of the market multiple: a 5-year path, WACC 8.5%, 15x terminal FCF multiple → $97. This anchor is deliberately the heaviest (41%): it is the valuation least hostage to the current multiple regime.
Peer benchmarking — relative value
Against the peer cohort, re-rating to the peer-median forward multiple (P/E 21.42x) implies $147. A premium is only justified by superior growth/margins; otherwise it is multiple risk. Weighted just 12% so the market's mood does not drive the fair value.
Across all anchors the spread is wide (genuine disagreement — low valuation confidence).
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 | Multiple | Capex % | Tag |
|---|---|---|---|---|---|---|---|
| Exchanges, Ratings & Market Data | $10.4B | 100% | 8% | 49% | 18x | 3% | ESTIMATE |
Named Exposures
Demand & pricing cycle (FACT/ESTIMATE)
| Dimension | Assessment |
|---|---|
| driver | trading volumes + recurring data/index/ratings subscriptions + pricing power |
| net_debt_or_cash_b | -19.49 |
Capital intensity & shareholder returns (ESTIMATE)
| Dimension | Assessment |
|---|---|
| capex_pct_revenue | 0.03 |
| div_yield | 0.0151 |
Structural risk vs optionality (INFERENCE)
| Dimension | Assessment |
|---|---|
| downside | volume / subscription decline / competition |
| upside | new data / index / analytics |
Industry Context — Financials — Exchanges
This name sits in the Financials — Exchanges as a exchange_data. trading volumes + recurring data/index/ratings subscriptions + pricing power Its scenarios are not guessed in isolation — they inherit a single, shared view of the cluster's driver cycle, so the names that depend on the same event are mutually consistent.
Value chain: SPGI (exchange_data) · CME (exchange_data) · MCO (exchange_data) · ICE (exchange_data) · NDAQ (exchange_data) · MSCI (exchange_data) · COIN (exchange_data) · CBOE (exchange_data) · FDS (exchange_data)
| Shared state | Capex path | House view | This name implies |
|---|---|---|---|
| Volume / Subscription Decline / Competition | 37% | 37% | |
| Mid-Cycle — Recurring Data + Volume | 35% | 35% | |
| Upside — New Data / Index / Analytics | 28% | 28% |
On the cluster's key downside — Volume / Subscription Decline / Competition () — this name implies 37% vs the cluster house view of 37% (in line with the house). The cluster's full cross-stock reconciliation governs that the names which ride the same capex cycle assign it comparable odds.
Structure: Shared State — The fin_exchanges cycle is the shared macro driver. Driver — trading volumes + recurring data/index/ratings subscriptions + pricing power Dispersion — Members differ by cyclicality (quality compounders vs deep cyclicals).
Model Appendix
DCF — line items
| Year | Revenue | Op income | − Capex | + D&A | FCF | PV(FCF) |
|---|---|---|---|---|---|---|
| FY+1 | $11B | $5B | $0B | $0B | $4B | $4B |
| FY+2 | $12B | $6B | $0B | $0B | $5B | $4B |
| FY+3 | $13B | $6B | $0B | $0B | $5B | $4B |
| FY+4 | $14B | $7B | $0B | $0B | $5B | $4B |
| FY+5 | $15B | $7B | $0B | $0B | $6B | $4B |
| Terminal | — | — | — | — | $6B × 15x | $56B |
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) $19B + PV(terminal) $56B = EV $75B; + net cash → equity $55B ÷ diluted shares 0.57B = $97/share (exit-multiple terminal).
- Gordon (perpetuity-growth) terminal at 2.5% → $111/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 ≈ 75% vs WACC 8% → above WACC — the build is value-creative.
Peer set
| Peer | EV/Rev | Fwd P/E | Growth | Op margin |
|---|---|---|---|---|
| SPGI | 8.2x | 20.16x | 8% | 44% |
| CME | 12.16x | 18.38x | 8% | 70% |
| MCO | 10.47x | 26.6x | 8% | 46% |
| NDAQ | 6.41x | 22.68x | 8% | 48% |
| Median | 9.335x | 21.42x | — | — |
Peer-median fwd P/E → $147; EV/Rev → $137.
Weighted fair-value math
| Anchor | Value | Weight | Contribution |
|---|---|---|---|
| DCF | $97 | 41% | $40 |
| Scenario PWEV | $123 | 29% | $36 |
| Monte Carlo median | $112 | 18% | $20 |
| Peer P/E | $147 | 12% | $17 |
| Triangulated | — | 100% | $113 |
Sensitivity
DCF/share — WACC × terminal multiple
| WACC ＼ Term× | 10.5x | 12.8x | 15.0x | 17.2x | 19.5x |
|---|---|---|---|---|---|
| 6% | $77 | $93 | $109 | $124 | $141 |
| 8% | $72 | $88 | $103 | $118 | $134 |
| 8% | $68 | $83 | $97 | $112 | $127 |
| 10% | $64 | $78 | $92 | $106 | $120 |
| 10% | $60 | $74 | $87 | $100 | $114 |
DCF/share — revenue CAGR Δ × op-margin Δ
| CAGRΔ ＼ MgnΔ | -3.0pp | -1.5pp | +0.0pp | +1.5pp | +3.0pp |
|---|---|---|---|---|---|
| -3.0pp | $75 | $78 | $82 | $86 | $89 |
| -1.5pp | $82 | $86 | $89 | $93 | $97 |
| +0.0pp | $89 | $93 | $97 | $101 | $105 |
| +1.5pp | $97 | $101 | $106 | $110 | $114 |
| +3.0pp | $105 | $110 | $114 | $119 | $123 |
Tornado — DCF/share swing by driver (widest first)
| Driver | Low | High | Swing |
|---|---|---|---|
| Revenue CAGR ±3pp | $82 | $114 | $32 |
| Terminal × ±15% | $83 | $112 | $29 |
| Op margin ±3pp | $89 | $105 | $16 |
| WACC ±1pp | $92 | $103 | $11 |
| FCF conversion ±10% | $97 | $97 | $0 |
Company lever — SoP/share vs Exchanges, Ratings & Market Data multiple (AI re-rating) (base 18x)
| Multiple | 12.6x | 15.3x | 18.0x | 20.7x | 23.4x |
|---|---|---|---|---|---|
| SoP/share | $196 | $246 | $295 | $345 | $394 |
Load-Bearing Assumptions
DCF: WACC 8%, terminal multiple 15×, FY+5 revenue $15B. Triangulation leans 41% on DCF, 29% on PWEV.
Reasons the Thesis Could Fail (Falsifiable)
The valuation is multiple-dependent (95% of variance); a de-rating toward the DCF anchor ($97) implies -21%.
Fact / Inference / Speculation
- FACT: Spot $123; 52-week range $124–$187; engine rating HOLD; base-case target $123 (+0%).
- INFERENCE: Triangulated FV $113 (-8%). P/E Multiple explains 95% 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.
- SPECULATION: At current prices the embedded bet is that the multiple holds or expands — P/E Multiple carries 95% of outcome variance.
Recommendation: HOLD
Balanced: triangulated fair value $113 (-8% vs spot); the outcome hinges on P/E Multiple. The debate is P/E Multiple (95% of variance) — fundamentally a multiple/regime call. SBC runs —M TTM (disclosed in the appendix).