Rating: HOLD
| Metric | Value |
|---|---|
| Current Price | $453 |
| Triangulated Fair Value | $418 |
| 12-mo Scenario PWEV | $457 |
| Implied Return | -8% |
| Forward P/E | 26.8x |
| Market Cap | $77B |
| 52-Week Range | $400 – $544 |
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 $808, +78% vs spot. It needs the multiple to hold or expand.
The dashboard below is the whole argument on one page: spot ($453) 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 $201, -56% vs spot. This sits below the 52-week low — a genuine structural impairment, not a mild pullback.
Key Debate
P/E Multiple explains 86% 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 +0.28 vs analyst floor -0.01 → delta +0.29 (n=20 mgmt / 14 Q&A; 30th pctile across the S&P book, z -0.6).
Flag: TYPICAL — management-vs-analyst tone within the normal cross-sectional range.
| Quarter | Mgmt | Analyst | Delta |
|---|---|---|---|
| 2026Q1 | +0.28 | -0.01 | +0.29 |
| 2025Q4 | +0.72 | +0.10 | +0.62 |
| 2025Q3 | +0.59 | +0.23 | +0.36 |
| 2025Q2 | +0.45 | +0.24 | +0.21 |
News (last 365d, 1000 articles): avg ticker sentiment +0.18 (bullish 21% / bearish 2%)
Scenario Analysis
The tree runs from a structural 'Structural — Volume / Subscription Decline / Competition' downside ($201) to a 'Bull — Re-Rate' bull case ($808); the probability-weighted blend (PWEV $457) is +1% versus spot.
| Scenario | Probability | Target | Return |
|---|---|---|---|
| Structural — Volume / Subscription Decline / Competition | 20% | $201 | -56% |
| Market-Activity Recession | 17% | $341 | -25% |
| Base — Recurring Data + Volume Growth | 35% | $474 | +5% |
| Growth — New Data / Index / Analytics | 20% | $640 | +41% |
| Bull — Re-Rate | 8% | $808 | +78% |
| Probability-Weighted (PWEV) | — | $457 | +1% |
Scenario rationale — what each probability buys (the driver path behind every target):
- Structural — Volume / Subscription Decline / Competition (20%, $201). Structural impairment — volume / subscription decline / competition: earnings AND the multiple compress together. Target sits below the 52-week low by construction. Drivers — implied_target: 201.01; probability: 0.2.
- Market-Activity Recession (17%, $341). Cyclical downturn — trading volumes + recurring data/index/ratings subscriptions + pricing power weakens for 1–2 years before normalising. Drivers — implied_target: 341.35; probability: 0.17.
- Base — Recurring Data + Volume Growth (35%, $474). Mid-cycle — normalised trading volumes + recurring data/index/ratings subscriptions + pricing power; disciplined capital allocation; steady returns. Drivers — implied_target: 474.1; probability: 0.35.
- Growth — New Data / Index / Analytics (20%, $640). Upside — new data / index / analytics lifts earnings above mid-cycle; the multiple expands modestly. Drivers — implied_target: 640.03; probability: 0.2.
- Bull — Re-Rate (8%, $808). Upside tail — sustained tight conditions or a structural re-rate on new data / index / analytics. Drivers — implied_target: 808.34; 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 | $413 | -9% |
| Peer P/E re-rate | multiple | $326 | -28% |
| Peer EV/Revenue re-rate | multiple | $312 | -31% |
| Scenario PWEV | multiple | $457 | +1% |
| DCF (5-year + terminal) | cash flow + terminal × | $419 | -8% |
| Triangulated (weighted) | — | $418 | -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 $413 and 40% of paths finish above spot. The variance decomposition shows the p/e multiple is the dominant swing factor (86% 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%, 23x terminal FCF multiple → $419. 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 19.27x) implies $326. 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 tight (the methods corroborate one another).
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 | $7.9B | 100% | 8% | 43% | 27x | 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 | -5.84 |
Capital intensity & shareholder returns (ESTIMATE)
| Dimension | Assessment |
|---|---|
| capex_pct_revenue | 0.03 |
| div_yield | 0.0086 |
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 | $8B | $4B | $0B | $0B | $3B | $3B |
| FY+2 | $9B | $4B | $0B | $0B | $3B | $3B |
| FY+3 | $10B | $5B | $0B | $0B | $4B | $3B |
| FY+4 | $10B | $5B | $0B | $0B | $4B | $3B |
| FY+5 | $11B | $5B | $0B | $0B | $4B | $3B |
| Terminal | — | — | — | — | $4B × 23x | $63B |
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) $14B + PV(terminal) $63B = EV $77B; + net cash → equity $71B ÷ diluted shares 0.17B = $419/share (exit-multiple terminal).
- Gordon (perpetuity-growth) terminal at 2.5% → $324/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 ≈ 74% 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% |
| ICE | 6.69x | 18.05x | 8% | 57% |
| NDAQ | 6.41x | 22.68x | 8% | 48% |
| Median | 7.445x | 19.27x | — | — |
Peer-median fwd P/E → $326; EV/Rev → $312.
Weighted fair-value math
| Anchor | Value | Weight | Contribution |
|---|---|---|---|
| DCF | $419 | 41% | $172 |
| Scenario PWEV | $457 | 29% | $134 |
| Monte Carlo median | $413 | 18% | $73 |
| Peer P/E | $326 | 12% | $38 |
| Triangulated | — | 100% | $418 |
Sensitivity
DCF/share — WACC × terminal multiple
| WACC ＼ Term× | 16.1x | 19.6x | 23.0x | 26.4x | 29.9x |
|---|---|---|---|---|---|
| 6% | $338 | $400 | $460 | $520 | $582 |
| 8% | $323 | $381 | $439 | $496 | $555 |
| 8% | $308 | $364 | $419 | $474 | $530 |
| 10% | $294 | $348 | $400 | $452 | $506 |
| 10% | $281 | $332 | $382 | $432 | $484 |
DCF/share — revenue CAGR Δ × op-margin Δ
| CAGRΔ ＼ MgnΔ | -3.0pp | -1.5pp | +0.0pp | +1.5pp | +3.0pp |
|---|---|---|---|---|---|
| -3.0pp | $340 | $352 | $365 | $377 | $390 |
| -1.5pp | $364 | $378 | $391 | $405 | $418 |
| +0.0pp | $390 | $405 | $419 | $433 | $448 |
| +1.5pp | $418 | $433 | $448 | $464 | $479 |
| +3.0pp | $447 | $463 | $479 | $495 | $512 |
Tornado — DCF/share swing by driver (widest first)
| Driver | Low | High | Swing |
|---|---|---|---|
| Revenue CAGR ±3pp | $365 | $479 | $114 |
| Terminal × ±15% | $363 | $474 | $111 |
| Op margin ±3pp | $390 | $448 | $57 |
| WACC ±1pp | $400 | $439 | $39 |
| FCF conversion ±10% | $419 | $419 | $0 |
Company lever — SoP/share vs Exchanges, Ratings & Market Data multiple (AI re-rating) (base 27x)
| Multiple | 18.9x | 22.9x | 27.0x | 31.0x | 35.1x |
|---|---|---|---|---|---|
| SoP/share | $844 | $1,030 | $1,220 | $1,406 | $1,597 |
Load-Bearing Assumptions
DCF: WACC 8%, terminal multiple 23×, FY+5 revenue $11B. Triangulation leans 41% on DCF, 29% on PWEV.
Reasons the Thesis Could Fail (Falsifiable)
The valuation is multiple-dependent (86% of variance); a de-rating toward the DCF anchor ($419) implies -8%.
Fact / Inference / Speculation
- FACT: Spot $453; 52-week range $400–$544; engine rating HOLD; base-case target $457 (+1%).
- INFERENCE: Triangulated FV $418 (-8%). P/E Multiple explains 86% 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 86% of outcome variance.
Recommendation: HOLD
Balanced: triangulated fair value $418 (-8% vs spot); the outcome hinges on P/E Multiple. The debate is P/E Multiple (86% of variance) — fundamentally a multiple/regime call. SBC runs —M TTM (disclosed in the appendix).