FactSet Research Systems Inc (FDS)

Rating: HOLD

HOLD (5-tier) · mature cash generator · conviction: medium

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

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.

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.

Investment Committee Summary

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

Rating Bridge

Rating = HOLD because:

• Probability-weighted scenario value implies -9% vs spot
• Monte Carlo median implies -18% vs spot
• DCF fair value implies -5% vs spot — but this is terminal-value sensitive (exit-multiple $244 vs Gordon $407, 66% apart), so it carries less weight
• Bear case (Structural — Volume / Subscription Decline / Competition) downside is -60% vs spot
• Net: reward/risk of 0.2× is not asymmetric enough for a Buy and not impaired enough for a Sell — hence Hold.

Investment Thesis

At $230 and roughly 11 times forward earnings, the market prices FactSet as a decelerating subscription business at a persistent discount to its data-and-index peers, which trade at 18 to 26 times. Spot embeds mid-single-digit ASV growth and no re-rating. Our engine agrees the base is mid-cycle — about 8% recurring growth on a 34.6% segment margin — but the five-anchor triangulation splits: the capex-bridge DCF lands near $247 while the peer forward-multiple anchor implies far more, so the probability-weighted target of $234 leans on the conservative earnings anchors, not the peer gap. That gap is a datum, not a conclusion; it reflects lower cyclicality and slower growth than the exchanges, and we do not close it. The rating is HOLD because spot already sits close to the earnings-anchored fair value with the P/E multiple driving 82% of Monte Carlo variance. The single most damaging risk is structural: generative-search and low-cost data feeds displacing the buy-side workstation, which would compress ASV growth and the multiple together toward the $103 impairment leg.

The dashboard below is the whole argument on one page: spot ($258) against each valuation anchor, the scenario tree, technicals and the options-implied move.

Anti-Thesis (The Real Bear Case)

The highest-probability bear is not a crash but a grind. Buy-side budgets are the binding constraint, and consolidation among asset managers plus in-house and open-source data tooling erode both seat counts and pricing power. In the recession leg, ASV growth stalls to zero while retained headcount and continued platform spend hold the margin down near 30%, so earnings flatten as capex keeps climbing. A workstation priced on subscription durability then de-rates toward 9 to 10 times as investors reprice the growth algorithm, taking the target to roughly $175. The mechanism is self-reinforcing: weaker net retention feeds slower ASV, which pressures the margin, which invites the multiple compression — no single shock required.

Key Debate

P/E Multiple explains 82% 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 (2026Q2): management +0.54 vs analyst floor +0.11 → delta +0.43 (n=21 mgmt / 14 Q&A; 58th pctile across the S&P book, z +0.2).

Flag: TYPICAL — management-vs-analyst tone within the normal cross-sectional range.

News (last 365d, 1000 articles): avg ticker sentiment +0.06 (bullish 2% / bearish 1%)

Scenario Analysis

The tree runs from a structural 'Structural — Volume / Subscription Decline / Competition' downside ($103) to a 'Bull — Re-Rate' bull case ($415); the probability-weighted blend (PWEV $236) is -9% versus spot.

Scenario rationale — what each probability buys (the driver path behind every target):

• Structural — Volume / Subscription Decline / Competition (20%, $103). Structural impairment — volume / subscription decline / competition: earnings AND the multiple compress together. Target sits below the 52-week low by construction. Drivers — implied_target: 103.0; probability: 0.2.
• Market-Activity Recession (17%, $174). Cyclical downturn — trading volumes + recurring data/index/ratings subscriptions + pricing power weakens for 1–2 years before normalising. Drivers — implied_target: 174.9; probability: 0.17.
• Base — Recurring Data + Volume Growth (35%, $248). Mid-cycle — normalised trading volumes + recurring data/index/ratings subscriptions + pricing power; disciplined capital allocation; steady returns. Drivers — implied_target: 242.92; probability: 0.35.
• Growth — New Data / Index / Analytics (20%, $328). Upside — new data / index / analytics lifts earnings above mid-cycle; the multiple expands modestly. Drivers — implied_target: 327.95; probability: 0.2.
• Bull — Re-Rate (8%, $415). Upside tail — sustained tight conditions or a structural re-rate on new data / index / analytics. Drivers — implied_target: 414.18; 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.

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.

peer P/E re-rate excluded from the weighted blend — diverges >55% from the Monte-Carlo / scenario core. For a high-leverage equity the per-share DCF (enterprise value less large net debt) is hypersensitive to the terminal multiple; a peer re-rate across heterogeneous margins is apples-to-oranges. Shown above for reference; the blend leans on the multiple-discipline and scenario anchors.

Monte Carlo — the distribution, not a point

10,000 paths, Student-t shocks (fat tails) with a regime-switching overlay. The median lands at $211 and 29% of paths finish above spot. The variance decomposition shows the p/e multiple is the dominant swing factor (82% 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%, 9x terminal FCF multiple → $244. 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 $410. 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 175% of the median — wide (genuine disagreement — the blend carries 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.)

Named Exposures

Demand & pricing cycle (FACT/ESTIMATE)

Capital intensity & shareholder returns (ESTIMATE)

Structural risk vs optionality (INFERENCE)

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)

Mapping note: name-level 'Structural — Volume / Subscription Decline / Competition' (20%) + 'Market-Activity Recession' (17%) map to cluster Volume / Subscription Decline / Competition (37%); name-level 'Growth — New Data / Index / Analytics' (20%) + 'Bull — Re-Rate' (8%) map to cluster Upside — New Data / Index / Analytics (28%) — the cluster row is the SUM of the mapped scenario probabilities, not a different estimate.

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

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) $3B + PV(terminal) $6B = EV $9B; + net cash → equity $8B ÷ diluted shares 0.03B = $244/share (exit-multiple terminal).

• Gordon (perpetuity-growth) terminal at 2.5% → $407/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 ≈ 41% vs WACC 8% → above WACC — the build is value-creative.

Peer set

Peer-median fwd P/E → $410; EV/Rev → $640.

Weighted fair-value math

Sensitivity

DCF/share — WACC × terminal multiple

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

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

Company lever — SoP/share vs Exchanges, Ratings & Market Data multiple (AI re-rating) (base 11x)

Consensus & Market Expectations

_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.

Balance Sheet & Liquidity

Balance-sheet data as of 2025-08-31 (Alpha Vantage).

Capital Allocation

Free-Cash-Flow Quality

Accounting quality: SBC 2.5% of revenue; cash conversion (OCF/NI) 122% — cash-backed.

Catalyst Calendar

• 2026-03-19 (~-111d) — Fiscal-Q2 organic ASV growth + retention print (authored)
• 2026-06-23 (~-15d) — Generative-search / AI-analytics product launch + pricing (authored)
• 2026-09-24 (~78d) — Fiscal-Q4 + FY2027 ASV/margin guidance (authored)
• 2027-05-15 (~311d) — Annual client/user-count and buy-side consolidation update (authored)

Forecast Track Record

• EPS surprise: beat 75.0% of the last 8 quarters; average surprise +1.6%.

Competitive Moat

Wide moat. A wide moat rests on workstation workflow-integration switching costs, mid-90s% ASV retention and proprietary connected content — this is what has historically justified a data-and-index premium multiple. But FDS trades at a discount (~11x) to exchange/index peers (18-26x), and the wide rating is only defensible if retention and ASV growth hold; falsifiable: if generative-search and low-cost feeds displace the buy-side workstation and net retention slips below ~94% for two quarters, the moat is narrowing and the multiple should compress toward the ~7-9x structural-impairment band rather than re-rate up.

Moat sources:

• Deep workflow integration into buy-side/sell-side analyst desktops (high switching cost, retraining/re-plumbing friction)
• Proprietary connected/symbology content and open-platform data-feed architecture embedded in client models
• Historically mid-90s% ASV retention rate — evidence of the switching cost, and the key falsification metric
• Multi-year enterprise contracts and index/analytics stickiness — durable but under structural threat from generative-search and open-source tooling

Regulatory & Legal Risk

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

Scenario Macro & Key Risks

What the Market Is Pricing In

At the current price, the market pays 13.1× forward EPS, vs the house DCF terminal 9.0×, and a peer median 19.27×. The house DCF sits 5% below spot, so the market is pricing in more than the house case — roughly 0.6pp of revenue CAGR.

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

Peer Quality & Weighting

Quality-weighted forward P/E: 19.9× (simple median 19.27×). Direct peers count 100%, segment 50%, broad 25%.

Historical-range cross-check: 52-week range $183–$446, centre $286 (+11% 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

Reward/risk compares triangulated upside against the probability-weighted bear target, not the extreme tail. Bull case (Bull — Re-Rate): $415.

Assumption Register

Sensitivity-ranked drivers (widest fair-value swing first): Revenue CAGR ±3pp (69.0); Terminal × ±15% (54.0); Op margin ±3pp (45.0); WACC ±1pp (22.0); Capex intensity ±15% (12.0).

Inputs, Sources & Confidence

Every load-bearing input, labelled by type and confidence. (reported fact · company guidance · consensus estimate · market data · house estimate · inference.)

Source Log

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.

Load-Bearing Assumptions

DCF: WACC 8%, terminal multiple 9×, FY+5 revenue $3B. Triangulation leans 41% on DCF, 29% on PWEV.

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 ASV growth (year on year) < 0.04 (2 consecutive prints → Volume / Subscription Decline / Competition). Base assumes ~8% recurring growth; ASV sub-4% for two quarters signals the recession or structural leg is taking hold rather than the mid-cycle path.
• Adjusted operating margin < 0.32 (2 consecutive prints → Volume / Subscription Decline / Competition). Base carries a 34.6% segment margin; a print below 32% for two quarters indicates the margin give-back modelled in the recession leg (30%) is materialising.
• Client (end-user) count net change < 0 (2 consecutive prints → Volume / Subscription Decline / Competition). Net seat losses for two quarters would confirm buy-side displacement and competitive share loss rather than temporary budget delay.
• Annual subscription value retention rate < 0.94 (2 consecutive prints → Volume / Subscription Decline / Competition). Retention has historically held in the mid-90s; a slip below 94% points to structural churn feeding the impairment leg where the multiple compresses toward 7x.
• Capital expenditure as a share of revenue > 0.055 (2 consecutive prints → Mid-Cycle — Recurring Data + Volume). The DCF assumes ~3–4% capex intensity; a sustained rise above 5.5% during a generative-search build-out without matching ASV would signal value-dilutive spend and a lower incremental return.

Fact / Inference / Speculation

• FACT: Spot $258; 52-week range $183–$446; engine rating HOLD; base-case target $234 (-9%). (source: Alpha Vantage 2026-06-27, 8 July 2026)
• INFERENCE: Triangulated FV $235 (-9% vs spot · triangulated FV); the rating tracks the Monte-Carlo + scenario-PWEV core; the cash-flow 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.

Recommendation: HOLD

Balanced: triangulated fair value $256 (-1% vs spot); the outcome hinges on P/E Multiple. The debate is P/E Multiple — fundamentally a multiple/regime call.

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.

• 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.