MCH ADVISORY EQUITY RESEARCH
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CHRW BUY REF $143 PW TARGET $180 (+26% vs spot · 12m PWEV) +26% Single-name research · 25 August 2026
Equity ResearchIndustrials · Air Freight & Logistics
CHRW

CH Robinson Worldwide Inc (CHRW)

BUY. 12-month probability-weighted target $180 (+26% vs spot). Gross Margin explains 60% of Monte Carlo outcome variance.

BUY RESEARCH cyclical compounder 25 August 2026
$143 $180 (+26% vs spot · 12m PWEV) +26% 12-month probability-weighted
Expected return (1y)+25.8%
Margin of safety+7.6%
Quality66/100
Upside / downside3.0×
Downside probability+45%
Expected alpha (1y)+18.3%
Forward P/E23.0x
Independent DCF$134
Valuation confidencemedium
Key metric to watchConsolidated operating margin (% of total revenue)
The case. narrow moat, cyclical compounder
The problem. house in-line consensus; Consolidated operating margin (% of total revenue)
What changes our mind. Consolidated operating margin (% of total revenue) < 0.0515

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 BUY
Internal 5-tier BUY
Classification · conviction cyclical compounder · medium
Evidence 8/8 load-bearing inputs sourced
Triangulated fair value $154 (+8% vs spot · triangulated FV)
12-mo scenario PWEV $180 (+26% vs spot · 12m PWEV)
Next catalyst 2026-09-04 — Ex-dividend $0.63/sh
Primary thesis-break Consolidated operating margin (% of total revenue) < 0.0515 (2 consecutive prints)
Decision detail — rating tables & Research OS strip

Rating: BUY

Internal 5-tier: BUY · cyclical compounder · analyst conviction: medium

Metric Value
Current Price $143
Triangulated Fair Value $154 (+8% vs spot · triangulated FV)
12-mo Scenario PWEV $180 (+26% vs spot · 12m PWEV)
Forward P/E 23.0x
Market Cap $17B
52-Week Range $93.56–$209 (high/low reconstructed from the stock's own adjusted-close history — the vendor's recorded range was stale)

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
60.4/100 (64th pct) +26% 1yr expected Hold Call Debit Spread 10d — Ex-dividend $0.63/sh

Research rating: BUY · Tactical / decision-rule stance: Hold — the stance is the machine decision-rules layer (hysteresis, kill-switches, freshness); the rating is the valuation verdict. They may diverge and are reconciled in the Decision Rules section below.

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: BUY

Balanced: triangulated fair value $154 (+8% vs spot); the outcome hinges on Gross Margin. The debate is Gross Margin — a fundamental call.

02Thesis, Anti-Thesis & Variant View

Investment Thesis

At $143 (25 August 2026) the market pays roughly 23x forward earnings for an asset-light freight broker earning an operating margin of 5.6% — a wide premium to the transport peer median, which tells you the price already embeds a freight recovery. The engine's reading is set by the scenario tree rather than by that multiple: the probability-weighted target is $180, while the blended anchor triangulates to $154, a gap of +8% that leaves the shares fairly valued against it. BUY therefore rests on the weighted tree, not on the anchor set — a distinction worth stating plainly, because margin volatility rather than volume growth drives most of the simulated variance and the cash-flow anchor is the most conservative reading in the blend. The cyclical recovery in freight is real and the model capitalises it; net debt of ~$1.5B is modest against that earnings base. The single most damaging risk is structural rather than cyclical: digital brokers compressing the buy-sell spread that constitutes the business model, a scenario whose 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 ($143) against each valuation anchor, the scenario tree, technicals and the options-implied move.

Integrated dashboard. The three weighted valuation anchors bracket the <img src=
Integrated dashboard. The three weighted valuation anchors bracket the $143 spot from $134 to $180 — fairly valued — spot brackets the blend.

Anti-Thesis (The Real Bear Case)

The structural bear is a live mechanism, not a token hedge. C.H. Robinson's earnings are the spread between what shippers pay and what carriers accept. Digital freight platforms and shipper-direct procurement attack exactly that spread, and automated load matching is becoming commoditised. In that world the reset is not one bad year: the normalised operating margin settles well below 5.6%, and the market stops paying anything like 23x for a broker with no yield defence. Earnings and the multiple then compress together, which is why the structural scenario target sits below the 52-week low rather than merely at the low end of the range. Management tone running near the top of its band against the analyst floor is a disconfirmation flag, not comfort, and net debt of ~$1.5B leaves little room to buy the equity back through the reset.

Key Debate

Gross Margin explains 60% of Monte Carlo outcome variance — the single variable that decides which side is right.

What the Market Is Pricing In

At the current price, the market pays 22.9× consensus forward EPS, vs the house DCF terminal 25.0×, and a peer median 15.3×. The house DCF sits 6% 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 event-driven.

Metric Consensus House Importance
Revenue 18.3 16.8 High
EPS 6.2 6.2 Medium
Target price 199.8 180.4 Medium
03Scenario & Valuation

Scenario Analysis

The scenario tree spans a structural 'Structural — Freight-Margin Reset / Disintermediation' downside ($82.00) to a 'Bull — Re-Rate' bull case ($323); the probability-weighted blend (PWEV $180) is +26% versus spot.

Scenario Probability Target Return vs spot
Structural — Freight-Margin Reset / Disintermediation 20% $82.00 -43%
Freight Recession 17% $135 -6%
Base — Volume + Yield Normalisation 35% $185 +29%
Upcycle — Tight Capacity / E-Com Volumes 20% $249 +75%
Bull — Re-Rate 8% $323 +126%
Probability-Weighted (PWEV) $180 +26%

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 0.5% of revenue; free cash flow net of SBC is $0.82B. SBC is therefore disclosed, not charged: read the per-share figures as before dilution.

Scenario rationale — the driver path behind every target:

  • Structural — Freight-Margin Reset / Disintermediation (20%, $82.00). Structural impairment — freight-margin reset / disintermediation: earnings AND the multiple compress together. Target sits below the 52-week low by construction.
  • Freight Recession (17%, $135). Cyclical downturn — freight volumes + yield per shipment + the freight cycle + fuel cost weakens for 1–2 years before normalising.
  • Base — Volume + Yield Normalisation (35%, $185). Mid-cycle — normalised freight volumes + yield per shipment + the freight cycle + fuel cost; disciplined capital allocation; steady returns.
  • Upcycle — Tight Capacity / E-Com Volumes (20%, $249). Upside — tight capacity + e-com volumes lifts earnings above mid-cycle; the multiple expands modestly.
  • Bull — Re-Rate (8%, $323). Upside tail — sustained tight conditions or a structural re-rate on tight capacity + e-com volumes.
Five-scenario tree. Probability-weighted targets around the <img src=
Five-scenario tree. Probability-weighted targets around the $143 spot; PWEV $180 (+26% vs spot · 12m). the payoff shows modest positive expectancy with material downside mass (range $82.00–$323)

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 $157 +10% 20% (declared 15%)
Peer EV/Revenue re-rate multiple $165 +15% 0% — cross-check only
Scenario PWEV multiple $180 +26% 33% (declared 25%)
DCF (5-year + terminal) cash flow + terminal × $134 -6% 47% (declared 35%)
Triangulated (weighted) $154 +8% 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 $157 and 55% of paths finish above spot. The variance decomposition shows the gross margin is the dominant swing factor (60% of variance). The fundamental driver, not the multiple, sets the spread — a cleaner setup.

Monte Carlo distribution. Median <img src=
Monte Carlo distribution. Median $157; P(price > current) 55%. P10–P90: $55.94–$322.

DCF — the cash-flow anchor

Independent of the market multiple: a 5-year path, WACC 9.0%, 25.0x terminal FCF multiple → $134. This anchor is deliberately the heaviest (47%): it is the valuation least hostage to the current multiple regime.

Independent DCF. WACC 9.0%, 25.0x terminal → <img src=
Independent DCF. WACC 9.0%, 25.0x terminal → $134.

Peer benchmarking — relative value

Against the peer cohort, re-rating to the peer-median EV/Revenue multiple implies $165; the peer-median forward P/E is 15.3x, 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 → <img src=
Cross-sectional peer benchmarking. Peer-median EV/Rev re-rate → $165 (peer-median fwd P/E 15.3x; no P/E-implied price).

Across all anchors the spread is 28% of the median — moderate (healthy method disagreement — read the blend with care).

Sensitivity

DCF/share — WACC × terminal multiple

WACC \ Term× 17.5x 21.2x 25.0x 28.7x 32.5x
7.0% $107 $127 $147 $166 $186
8.0% $103 $121 $140 $159 $178
9.0% $97.84 $116 $134 $151 $170
10.0% $93.41 $110 $128 $145 $162
11.0% $89.20 $105 $122 $138 $155

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

CAGRΔ \ MgnΔ -3.0pp -1.5pp +0.0pp +1.5pp +3.0pp
-3.0pp $50.08 $82.51 $115 $147 $180
-1.5pp $54.64 $89.36 $124 $159 $194
+0.0pp $59.46 $96.60 $134 $171 $208
+1.5pp $64.56 $104 $144 $184 $223
+3.0pp $69.95 $112 $155 $197 $240

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

Driver Low High Swing
Op margin ±3pp $59.00 $208 $149
Revenue CAGR ±3pp $115 $155 $40.00
Terminal × ±15% $116 $152 $36.00
WACC ±1pp $128 $140 $12.00
Capex intensity ±15% $133 $135 $2.00

Company lever — SoP/share vs Freight & Logistics multiple (AI re-rating) (base 29.0x)

Multiple 20.3x 24.6x 29.0x 33.3x 37.7x
SoP/share $142 $175 $209 $241 $275

Peer Quality & Weighting

Peer Fwd P/E Growth Op margin Quality Weight cap
UPS 15.3× 4% 6% segment 50%
FDX 14.4× 4% 7% segment 50%
EXPD 25.5× 4% 11% direct 100%

Quality-weighted forward P/E: 20.2× (simple median 15.3×). Direct peers count 100%, segment 50%, broad 25%.

Historical-range cross-check: 52-week range $93.56–$209, centre $140 (-2% vs spot); spot sits at the 43rd 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 $154 (+8% vs spot · triangulated FV)
Downside to bear case (Structural — Freight-Margin Reset / Disintermediation) $82.00 (-43% vs spot · bear scenario)
Reward/risk ratio 0.2×
Margin of safety (FV vs spot) +7%
P(price > spot) — Monte Carlo 55%

Reward/risk compares triangulated upside against the probability-weighted bear target, not the extreme tail. Bull case (Bull — Re-Rate): $323.

04Business & Financial Quality

Company Overview & Business Model

CH Robinson Worldwide Inc — INDUSTRIALS · INTEGRATED FREIGHT & LOGISTICS. C.H. Robinson is an American Fortune 500 provider of multimodal transportation services and third-party logistics (3PL).

How it makes money.

Segment Rev mix Growth Op margin Key driver
Freight & Logistics 100% +4% 6% freight volumes + yield per shipment + the freight cycle + fuel cost

Edge. Narrow moat — The moat is a scaled carrier/shipper network and freight-data density (Navisphere), not a structural lock-in, so it earns a narrow moat at best. If digital brokers and shipper-direct platforms compress broker net-revenue margins (the falsifiable test), the ~30x forward multiple has no fundamental support and the terminal multiple should compress toward a mid-teens asset-light-services level.

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
Freight & Logistics $16.2B 100% 4% 6% $0.9B 29.0x 6% 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 freight volumes + yield per shipment + the freight cycle + fuel cost
net_debt_or_cash_b -1.48

Capital intensity & shareholder returns (ESTIMATE)

Dimension Assessment
capex_pct_revenue 0.06
div_yield 0.0141

Structural risk vs optionality (INFERENCE)

Dimension Assessment
downside freight-margin reset / disintermediation
upside tight capacity + e-com volumes

Balance Sheet & Liquidity

Metric Value
Net debt $1.5B — levered
Net debt / EBITDA 1.57x
Interest coverage (EBIT / interest) 12.5x
Current ratio 1.53x
Lease obligations $0.3B
Cash & ST investments $0.2B

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

Capital Allocation

Metric Value
Free cash flow $0.9B
Buybacks / dividends $0.3B / $0.3B
Total shareholder yield 3.8%
Payout as % of FCF 73.3%
Reinvestment (capex / OCF) 2.2%
SBC as % of FCF 8.9%
Allocation stance returns-heavy

Free-Cash-Flow Quality

Metric Value
FCF margin 5.5%
FCF conversion (FCF / net income) 152.5%
FCF yield 5.2%
Capex intensity (capex / revenue) 0.1%
FCF − SBC (diagnostic) $0.8B
Capex split (maint / growth) 55% / 45% — Asset-light broker; capex is essentially technology/platform (Navisphere) with a meaningful growth slice funding digital-brokerage automation to defend margin

Accounting quality: SBC 1% of revenue; cash conversion (OCF/NI) 156% — cash-backed.

Competitive Moat

Moat sources:

  • FACT: one of the largest freight networks by shipper and carrier count, giving matching liquidity in NAST truckload/LTL
  • INFERENCE: proprietary freight/pricing data (Navisphere) creates some execution advantage, increasingly commoditised by digital entrants
  • ABSENCE: no contractual switching costs; shippers multi-source brokers and route around intermediaries in soft markets
  • INFERENCE: scale in a fragmented brokerage market gives cost-to-serve leverage, offset by structurally thin ~5-6% operating margins
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 +0.53 vs analyst floor +0.00delta +0.53 (n=23 mgmt / 8 Q&A; 74th pctile across the S&P book, z +0.7).

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

Quarter Mgmt Analyst Delta
2026Q2 +0.53 +0.00 +0.53
2026Q1 +0.68 +0.10 +0.58
2025Q4 +0.53 +0.22 +0.32
2025Q3 +0.52 +0.42 +0.10

News (last 365d, 1296 articles): avg ticker sentiment +0.15 (bullish 23% / bearish 6%)

Consensus & Market Expectations

Reference Value
Street target (mean) $200 (+40% vs spot · street)
House target $180 (-9.7% vs street)
Sell-side coverage 25 analysts (SB 4 / B 14 / H 6 / S 1 / SS 0; net score 0.42)
Consensus FY EPS $6.24 (reference only — house values on EV/EBITDA)
Consensus FY revenue $18.3B; house below (-8.2%)

_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

  • 2026-09-30 (~37d) — Freight-cycle inflection / capacity-tightening signal (spot-vs-contract crossover) (authored)
  • 2026-12-03 (~101d) — Investor day / margin-and-productivity target update (authored)
  • 2027-01-27 (~156d) — FY2026 results + FY2027 volume/net-revenue-margin outlook (authored)

Forecast Track Record

  • EPS surprise: beat 100% of the last 8 quarters; average surprise +9.3%.
  • Prior-forecast backtest (11 snapshots, 2026-06-27→2026-08-20): directional hit-rate 46%; mean predicted +6.4% vs realised -15.7%. Disconfirming track record is reported, not suppressed.

Catalyst Timeline

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

When Catalyst Type Importance Confidence
2026-09-04 (in 10d) Ex-dividend $0.63/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
2026-09-30 (in 36d) Freight-cycle inflection / capacity-tightening signal (spot-vs-contract crossover) 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
2026-12-03 (in 100d) Investor day / margin-and-productivity target 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) FY2026 results + FY2027 volume/net-revenue-margin outlook authored 0.7
2027-01-27 (in 155d) FOMC rate decision + press conference macro ●● 0.8
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
Broker liability / carrier-vetting litigation (negligent-selection) and FMCSA broker-transparency rulemaking medium (~35%) medium - could raise cost-to-serve and insurance, ~5-8% of FV 12-24m
Independent-contractor / owner-operator classification (AB5-style) raising carrier capacity cost medium (~30%) medium - tightens capacity and squeezes broker spread, ~5% of FV 12-24m

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

Scenario Macro & Key Risks

Scenario Macro assumption Key risk
Structural — Freight-Margin Reset / Disintermediation Digital-freight platforms and shipper-direct procurement structurally compress broker net-revenue margins as freight matching commoditises The intermediary spread is permanently reset lower; earnings and multiple de-rate together, with the target below the 52-week low
Freight Recession A prolonged industrial/goods recession keeps truckload demand weak and spot rates depressed for 1-2 years Volume and net-revenue margin fall together with no offsetting capacity tightening
Base — Volume + Yield Normalisation A normalising freight cycle with modest volume growth and net-revenue margin per load recovering toward mid-cycle The recovery stalls; capacity stays loose and margin normalisation never arrives
Upcycle — Tight Capacity / E-Com Volumes Capacity tightens (carrier exits, e-commerce volume surge) and spot rates spike above contract, widening broker spreads Upcycles are short and self-correcting as capacity re-enters; the margin windfall is not durable
Bull — Re-Rate A sustained tight-capacity tape plus tech-driven productivity leads the market to re-rate CHRW as a structural share-gainer Re-rate assumes disintermediation never materialises; a low-probability tail given digital-entrant pressure

Decision Rules (Machine-Checked)

Stance: Hold — 1 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) 26.26 no
R2-valuation-opportunity expected return vs fair value > 15 (upside_pct) 26.26 YES
R3-street-revisions street net rating stance < -0.25 (extended.consensus.street_score) 0.42 no
R4-earnings-quality cash conversion of earnings < 80 (extended.accounting_quality.cash_conversion_pct) 155.9 no
R5-technical-breakdown price vs 200-day SMA < 0.85 (technicals.sma_200) 0.83 YES
R6-vol-regime-shift IV/RV vol-risk premium > 1.4 (options_overlay.iv_rv) 0.6 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:

  • Consolidated operating margin (% of total revenue) < 0.0515 (2 consecutive prints). (rationale withheld pending re-authoring — frozen figure or verdict)
  • Total revenue growth y/y < 0.005 (2 consecutive prints). (rationale withheld pending re-authoring — frozen figure or verdict)
  • NAST truckload shipment volume y/y < -0.05 (2 consecutive prints). (rationale withheld pending re-authoring — frozen figure or verdict)
  • Operating cash flow, trailing twelve months ($B) < 0.6 (2 consecutive prints). (rationale withheld pending re-authoring — frozen figure or verdict)
  • Adjusted gross profit per shipment y/y < -0.08 (2 consecutive prints). (rationale withheld pending re-authoring — frozen figure or verdict)

Fact / Inference / Speculation

  • FACT: Spot $143; 52-week range $93.56–$209; engine rating BUY; house target $180 (+26%). (source: Alpha Vantage 2026-08-24, 25 August 2026)
  • INFERENCE: Triangulated FV $154 (+8% 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 Gross Margin keeps surprising favourably — an operating call the next two prints will test.
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.

60.4/100 (confidence band 45.5–75.2), 64th 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 66 15% extended.fcf_quality.fcf_margin_pct, extended.balance_sheet.net_debt_to_ebitda, extended.accounting_quality.cash_conversion_pct
financial strength 61 10% extended.balance_sheet.net_debt_to_ebitda, extended.balance_sheet.interest_coverage
valuation 76 15% upside_pct
growth 49 10% reconciliation.ttm_revenue_billions, reconciliation.fy_guide_revenue_billions
earnings visibility 100 10% extended.forecast_accuracy.eps_surprise.beat_rate_pct
moat 47 10% enrichment.moat.rating
technical trend (heuristic — no validation record; weight change reserved for AM-060) 22 10% technicals.rsi, technicals.sma_50, technicals.sma_200
macro tailwinds 10% industry_context.house
risk profile 51 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: 59.5 → 59.5 → 60.1 → 60.2 → 60.2 → 60.9 → 61.2 → 61.2.

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 — Freight-Margin Reset / Disintermediation 20% $82.00 -42.6% -8.5pp
Freight Recession 17% $135 -5.8% -1.0pp
Base — Volume + Yield Normalisation 35% $185 +29.3% +10.2pp
Upcycle — Tight Capacity / E-Com Volumes 20% $249 +74.6% +14.9pp
Bull — Re-Rate 8% $323 +126.4% +10.1pp
Aggregate Value
Expected return (gross, 1y) +25.8%
Expected return net of SBC dilution +25.8%
Outcome dispersion (σ, from MC p10–p90) 72.7%
Expected Sharpe (rf 4%) 0.30
Downside expectation (prob-weighted loss branches) -9.5%

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) 25.8%
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) 0.78 (as of 2026-08-24)
Equity risk premium 4.5%
Required return 7.5%
Expected alpha +18.3%
Alpha per unit risk (EA/σ) +0.25

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 48.9% (1σ) 27.9% implied broadly consistent with the market's implied uncertainty
Mass above spot: scenarios vs our own MC 63.0% 55.4% 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 $179.68.

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 22 AI 60
Value 94 Cloud 63
Quality 60 Semis 64
Momentum 82 Consumer 33
Low-Vol 18 Rates 13
USD 90
Energy 73

Market interaction: correlation vs SPY +0.25, vs QQQ +0.20 (trailing ~1y daily returns).

Options Intelligence

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

  • bullish with cheap options — buy defined-risk upside; a debit spread caps cost vs an outright call
  • Direction bullish from the overlay conviction/rating (read-only input).
  • IV/RV at the 2nd percentile of the cross-section → low 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 +4.9pp) — favour longer-dated ownership (LEAPS) or calendars that are long the cheaper front.

IV term structure (contango, slope +4.9pp): 25-DTE 36% · 88-DTE 42% · 326-DTE 40%

Priced structure Value
Legs Long 145 C, Short 165 C
Expiry 2027-04-16
Max loss $6.95
Max profit $13.05
Net debit $6.95
Return on risk 188.0%
Breakeven $152

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

Alternatives: LEAPS, Long Stock. 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 0.83% NAV
Risk budget 1.41% NAV
Annualized outcome σ (MC) 72.7%
Indicative holding period 3–12 months
Liquidity high, ~$332M 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 BUY equity view. Chain as of 2026-08-24 — end-of-day marks — indicative, not executable quotes.

Market signals — ATM IV 35.6% (subdued regime) · expected move ±7.3% (2026-09-18) · put/call OI 0.31 · ATM Δ 0.45 / Θ -0.09 / ν 0.15. Direction: LONG (implied return +7.6% to triangulated fair value $153.77).

Bull Call Spread (Bullish) — Long 145 C / Short 165 C · 2027-04-16 · net debit $6.95 · max profit $13.05 · breakeven $151.95 · RoR 188.0% · max loss $6.95 · priced from the listed chain (EOD marks)

Defined-cost leverage to the fair-value gap: the debit is the entire downside, in exchange for participation between the strikes — a way to lean into upside without paying full call premium. Subdued implied volatility currently lowers the premium paid. Illustrative — no outcome is implied or guaranteed.

Long Call (LEAPS) (Bullish) — Long 145 C · 2027-04-16 · premium $16.3 · breakeven $161.30 · max loss $16.30 · priced from the listed chain (EOD marks)

Pure defined-risk directional exposure — the premium is the whole downside while the full upside is retained. A capped, known cost as an alternative to owning the shares outright.

Put Spread (income) (Bullish / income) — Short 130 P / Long 120 P · 2026-10-16 · net $1.02 · net entry $128.97 · yield 0.8% · RoR 11.0% · max loss $8.97 · 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.

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 = BUY because:

  • Probability-weighted scenario value implies +26% vs spot
  • Monte Carlo median implies +10% vs spot
  • DCF fair value implies -6% vs spot — but this is terminal-value sensitive (exit-multiple $134 vs Gordon $89.56, 33% apart), so it carries less weight
  • Bear case (Structural — Freight-Margin Reset / Disintermediation) downside is -43% vs spot
  • Net: reward/risk of 0.2× supports a Buy — note this is below 1.0×, i.e. the modelled downside exceeds the modelled upside despite the Buy rating.

Model Appendix

DCF — line items

Year Revenue Op income − Capex + D&A FCF PV(FCF)
FY+1 $17B $1B $0B $0B $1B $1B
FY+2 $18B $1B $0B $0B $1B $1B
FY+3 $18B $1B $0B $0B $1B $1B
FY+4 $19B $1B $0B $0B $1B $1B
FY+5 $19B $1B $0B $0B $1B $1B
Terminal $1B × 25.0x $14B

FCF is bridged: NOPAT + D&A − Capex − ΔNWC (capex intensity 6% of revenue, weighted from the segments) — not a single conversion fudge.

WACC 9.0% · Σ PV(FCF) $3B + PV(terminal) $14B = EV $18B; − net debt $1.5B → equity $16B ÷ diluted shares $0.12B = $134/share (exit-multiple terminal).

  • Gordon terminal at 2.5% → $89.56/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 ≈ 84% vs WACC 9.0% → above WACC — the build is value-creative.

Peer set

Peer EV/Rev Fwd P/E Growth Op margin
UPS 1.3x 15.3x 4% 6%
FDX 1.2x 14.4x 4% 7%
EXPD 1.8x 25.5x 4% 11%
Median 1.3x 15.3x

Implied prices at the peer medians: EV/Rev → $165 (no P/E-implied price — no forward-EPS basis at the peer step).

Weighted fair-value math

Anchor Value Weight Contribution
DCF $134 47% $62.41
Scenario PWEV $180 33% $59.89
Monte Carlo median $157 20% $31.47
Triangulated 100% $154

Assumption Register

Assumption Value Used in Source
WACC 9.0% DCF discount rate estimate (CAPM)
Terminal multiple 25× 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): Op margin ±3pp (149.0); Revenue CAGR ±3pp (40.0); Terminal × ±15% (36.0); WACC ±1pp (12.0); Capex intensity ±15% (2.0).

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 $16.2B reported fact 10-K/10-Q via AV High Forecast base, EV/Rev
FY+1 guided revenue $16.8B company guidance Company guidance Medium Forecast, SoP
Consensus FY EPS $6.2433 consensus estimate Sell-side consensus via AV Medium Variant perception
Diluted shares 0.12B reported fact 10-K via AV High Market cap, per-share
Net debt / cash $1.468B reported fact Balance sheet via AV High EV, DCF equity bridge
WACC 9.0% house estimate CAPM (beta/rf) Medium DCF discount rate
Terminal multiple 25× 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 9.0%, terminal multiple 25×, FY+5 revenue $19B. 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, forward P/E Alpha Vantage 2026-08-24
MCH engine — trailing 252 adjusted closes derived 2026-08-24 52-week range (vendor's recorded range was stale and was replaced) trailing 252 sessions of own close history; config value was stale
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.