MCH ANALYSIS EQUITY RESEARCH
General research — not personal financial advice ← Library
CHRW BUY REF $142 PW TARGET $177 (+24% vs spot · 12m PWEV) +24% Single-name research · 10 October 2026
Equity ResearchIndustrials · Air Freight & Logistics
CHRW

CH Robinson Worldwide Inc (CHRW)

BUY. 12-month probability-weighted target $177 (+24% vs spot). Gross Margin explains 58% of Monte Carlo outcome variance.

BUY RESEARCH cyclical compounder 10 October 2026
$142 → $177 (+24% vs spot · 12m PWEV) +24% 12-month probability-weighted
Expected return (1y)+24.4%
Fair value vs price+3.9%
Quality66/100
Bull / bear scenario ratio3.0×
Downside probability44%
Expected alpha (1y)+18.6%
Forward P/E22.8x
DCF (exit-multiple terminal)$134 · terminal 82% of EV
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: across 478 scored pre-registered anchors (of 480), the direction implied by our targets has been right 55.2% of the time, above the 50% a coin flip would give. Treat the expected return as a distribution estimate, not a point forecast. This name's record ↓ · full record.

General research — not personal financial advice · full disclosures in Part 9 below · How to read this card

Contents
FORECAST — estimate, not a result. Performance policy
01Investment Decision

Investment Committee Summary

Rating BUY
Internal 5-tier STRONG BUY
Classification · conviction cyclical compounder · medium
Evidence 8/8 load-bearing inputs sourced
Triangulated fair value $148 (+4% vs spot · triangulated FV)
12-mo scenario PWEV $177 (+24% vs spot · 12m PWEV)
Next catalyst 2026-11-04 — Quarterly earnings
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: STRONG BUY · cyclical compounder · analyst conviction: medium

Metric Value
Current Price $142
Triangulated Fair Value $148 (+4% vs spot · triangulated FV)
12-mo Scenario PWEV $177 (+24% vs spot · 12m PWEV)
Forward P/E 22.8x
Market Cap $17B
52-Week Range $124–$210 (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
60.8/100 (64th pct) +26% 1yr expected Hold 25d — Quarterly earnings

Research rating: BUY · 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: BUY

Balanced: triangulated fair value $148 (+4% vs spot); the outcome hinges on Gross Margin. The debate is Gross Margin — a fundamental call.

02Thesis, Anti-Thesis & Variant View

Investment Thesis

At $142 (10 October 2026) the market pays roughly 23x forward earnings for an asset-light freight broker earning an operating margin of 4.9% (reported GAAP, TTM to Jun 2026) — 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 $178, while the blended anchor triangulates to $148, a gap of +4% 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 ($142) against each valuation anchor, the scenario tree, technicals and the options-implied move.

Integrated dashboard. The four weighted valuation anchors bracket the <img src=
Integrated dashboard. The four weighted valuation anchors bracket the $142 spot from $95.34 to $177 — 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 4.9% (reported GAAP, TTM to Jun 2026), 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 58% 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 22.8× 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 198.8 178.4 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 $177) is +24% versus spot.

Scenario Probability Target Return vs spot
Structural — Freight-Margin Reset / Disintermediation 20% $82.00 -42%
Freight Recession 17% $135 -5%
Base — Volume + Yield Normalisation 35% $185 +30%
Upcycle — Tight Capacity / E-Com Volumes 20% $249 +75%
Bull — Re-Rate 8% $323 +127%
Probability-Weighted (PWEV, after SBC dilution) — $177 +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 ≈ 0% of revenue), trimming the gross PWEV of $180 to $177 (-1.5%). SBC is charged once, as dilution — never also deducted from FCF.

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 $142 spot; PWEV $177 (+24% vs spot · 12m). the payoff shows modest positive expectancy with material downside mass (range $82.00–$323)

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 $160 +12% 18% (declared 15%)
Peer P/E re-rate multiple $95.34 -33% 10%
Peer EV/Revenue re-rate multiple $165 +16% 0% — cross-check only
Scenario PWEV multiple $177 +24% 30% (declared 25%)
DCF (5-year + exit-multiple terminal) cash flow + terminal × $134 -6% 42% (declared 35%)
Triangulated (weighted) — $148 +4% 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 $160 and 56% of paths finish above spot. The variance decomposition shows the gross margin is the dominant swing factor (58% of variance). The fundamental driver, not the multiple, sets the spread — a cleaner setup.

Monte Carlo distribution. Median <img src=
Monte Carlo distribution. Median $160; P(price > current) 56%. P10–P90: $58.11–$325.

DCF — explicit-period cash flows with an exit-multiple terminal

A 5-year cash-flow path discounted at a WACC of 9.0%, plus a terminal value of final-year FCF × 25.0x — a terminal multiple equal to 0.85 × the base multiple that the Monte Carlo and the scenario tree also use → $134. The terminal value is 82% of enterprise value, so this anchor moves with the multiple assumption. The heaviest anchor in this blend (42%); because its terminal is a market multiple, it is not independent of the multiple-driven anchors.

DCF (exit-multiple terminal). WACC 9.0%, 25.0x terminal → <img src=
DCF (exit-multiple terminal). WACC 9.0%, 25.0x terminal → $134; terminal 82% of EV.

Peer benchmarking — relative value

Against its 3 peers in the same GICS sub-industry, re-rating to their median forward multiple (P/E 15.3x) implies $95.34. A premium is only justified by superior growth/margins; otherwise it is multiple risk. Weighted just 10% so market sentiment does not set the fair value.

Cross-sectional peer benchmarking. Same-sub-industry median fwd P/E 15.3x → $95.34; EV/Rev re-rate → <img src=
Cross-sectional peer benchmarking. Same-sub-industry median fwd P/E 15.3x → $95.34; EV/Rev re-rate → $165.

Across all anchors the spread is 51% of the median — wide (genuine disagreement — the blend carries low valuation confidence).

Sensitivity

DCF/share — WACC × terminal multiple

WACC \ Term× 17.5x 21.2x 25.0x 28.7x 32.5x
7.0% $108 $127 $147 $166 $186
8.0% $103 $121 $140 $159 $178
9.0% $97.93 $116 $134 $152 $170
10.0% $93.50 $110 $128 $145 $162
11.0% $89.30 $105 $122 $138 $155

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 $50.17 $82.60 $115 $147 $180
-1.5pp $54.73 $89.45 $124 $159 $194
+0.0pp $59.56 $96.69 $134 $171 $208
+1.5pp $64.66 $104 $144 $184 $223
+3.0pp $70.05 $112 $155 $197 $240

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

Driver Low High Swing
Model op margin ±3pp $60.00 $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 — value at the base multiple vs Freight & Logistics multiple (base 29.0x)

Multiple 20.3x 24.6x 29.0x 33.3x 37.7x
Value at the base multiple (EBIT × multiple; illustrative, not a blend anchor) $142 $175 $209 $241 $275

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
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 $124–$210, centre $161 (+13% vs spot); spot sits at the 22nd 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) $148 (+4% vs spot · triangulated FV)
Downside to lowest scenario (Structural — Freight-Margin Reset / Disintermediation) $82.00 (-42% vs spot · bear scenario)
Reward/risk ratio 0.1×
Discount to fair value (1 − price ÷ FV) +4%
P(price > spot) — Monte Carlo 56%

Reward/risk = (triangulated FV ÷ price − 1) ÷ (1 − 'Structural — Freight-Margin Reset / Disintermediation' target ÷ price). 'Structural — Freight-Margin Reset / Disintermediation' ($82.00, probability 20%) is the lowest-target scenario in the tree, taken gross of SBC dilution. 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).

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
Freight & Logistics 100% +4% 6% freight volumes + yield per shipment + the freight cycle + fuel cost

† 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): 4.9% for the fiscal year ended 2025-12-31; 4.9% TTM to 2026-06-30 (Alpha Vantage INCOME_STATEMENT).

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 Model op margin† Model EBIT Multiple Capex % Tag
Freight & Logistics $16.2B 100% 4% 6% $0.9B 29.0x 6% 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 4.9% for the fiscal year ended 2025-12-31; 4.9% TTM to 2026-06-30 (Alpha Vantage INCOME_STATEMENT).

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 0% 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 +0.00 → delta +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, 1372 articles): avg ticker sentiment +0.15 (bullish 23% / bearish 6%)

Consensus & Market Expectations

Reference Value
Street target (mean) $199 (+40% vs spot · street)
House target $178 (-10.3% vs street)
Sell-side coverage 25 analysts (SB 4 / B 15 / H 4 / S 1 / SS 1; net score 0.4)
Consensus FY EPS $6.25 (reference only — house values on EV/EBITDA)
Consensus FY revenue $18.3B; house below (-8.4%)

_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

  • 2026-11-04 (~26d) — Quarterly earnings — est. EPS $1.66 (AV EARNINGS_CALENDAR)
  • 2026-12-03 (~55d) — Investor day / margin-and-productivity target update (authored)
  • 2027-01-27 (~110d) — 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%.

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 4d) September CPI macro ●● 0.8
2026-10-28 (in 18d) FOMC rate decision + press conference macro ●● 0.8
2026-11-04 (in 25d) Quarterly earnings earnings ●●● 0.95
2026-12-03 (in 54d) Investor day / margin-and-productivity target update authored ● 0.7
2026-12-09 (in 60d) FOMC rate decision + SEP dot plot macro ●● 0.8
2026-12-18 (in 69d) Quarterly options-expiry cluster (3rd Friday) opex_cluster ● 1.0
2027-01-27 (in 109d) FY2026 results + FY2027 volume/net-revenue-margin outlook authored ● 0.7
2027-01-27 (in 109d) FOMC rate decision + press conference macro ●● 0.8
2027-03-17 (in 158d) FOMC rate decision + SEP dot plot macro ●● 0.8
2027-03-19 (in 160d) Quarterly options-expiry cluster (3rd Friday) opex_cluster ● 1.0
2027-04-28 (in 200d) FOMC rate decision + press conference macro ●● 0.8
2027-06-09 (in 242d) FOMC rate decision + SEP dot plot macro ●● 0.8
2027-06-18 (in 251d) Quarterly options-expiry cluster (3rd Friday) opex_cluster ● 1.0
2027-09-17 (in 342d) Quarterly options-expiry cluster (3rd Friday) opex_cluster ● 1.0

_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) 25.35 no
R2-valuation-opportunity expected return vs fair value > 15 (upside_pct) 25.35 YES
R3-street-revisions street net rating stance < -0.25 (extended.consensus.street_score) 0.4 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) 1.08 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:

  • 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 $142; 52-week range $124–$210; engine rating BUY; house target $178 (+25%). (source: Alpha Vantage 2026-10-09, 10 October 2026)
  • INFERENCE: Triangulated FV $148 (+4% vs spot · triangulated FV); the rating tracks the Monte-Carlo + scenario-PWEV core; the DCF 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.

60.8/100 (confidence band 46.3–75.2), 64th percentile of 893 covered names (as of 2026-10-09). Weighted composite under config ros-1.20.0 — 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 75 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) 25 10% technicals.rsi, technicals.sma_50, technicals.sma_200
macro tailwinds — 10% industry_context.house
risk profile 52 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: 59.2 → 59.8 → 60.2 → 61.8 → 61.6 → 60.7 → 61.7 → 61.0.

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 -42.4% -8.5pp
Freight Recession 17% $135 -5.4% -0.9pp
Base — Volume + Yield Normalisation 35% $185 +29.8% +10.4pp
Upcycle — Tight Capacity / E-Com Volumes 20% $249 +75.3% +15.1pp
Bull — Re-Rate 8% $323 +127.3% +10.2pp
Aggregate Value
Expected return (gross, 1y) +26.3%
Expected return net of SBC dilution +24.4%
Outcome dispersion (σ, from MC p10–p90) 73.2%
Expected Sharpe (rf 4%) 0.30
Downside expectation (prob-weighted loss branches) -9.4%

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) 26.3%
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) 0.72 (as of 2026-10-09)
Equity risk premium 4.5%
Required return 7.7%
Expected alpha +18.6%
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 49.1% (1σ) 35.4% implied broadly consistent with the market's implied uncertainty
Mass above spot: scenarios vs our own MC 63.0% 56.4% the two expressions of our own view agree
Realised scenario frequency 57 dated anchors — 57 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 893 covered names (style scores sector-demeaned; thematic = return-beta to the theme's proxy ETF). 50 = estate median.

Style Percentile Theme Percentile
Growth 15 AI 56
Value 72 Cloud 64
Quality 60 Semis 60
Momentum 64 Consumer 30
Low-Vol 8 Rates 12
USD 88
Energy 78

Market interaction: correlation vs SPY +0.24, vs QQQ +0.19 (trailing ~1y daily returns).

08Model Transparency

Rating Bridge

Rating = BUY because:

  • Probability-weighted scenario value implies +24% vs spot
  • Monte Carlo median implies +12% vs spot
  • DCF fair value (exit-multiple terminal) implies -6% vs spot — but this is terminal-value sensitive (exit-multiple $134 vs Gordon $89.65, 33% apart), so it carries less weight
  • Bear case (Structural — Freight-Margin Reset / Disintermediation) downside is -42% vs spot
  • Net: reward/risk of 0.1× 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 (house path) − 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 → $89.65/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 ≈ 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: same-sub-industry median fwd P/E → $95.34; EV/Rev → $165.

Weighted fair-value math

Anchor Value Weight Contribution
DCF $134 42% $56.47
Scenario PWEV $177 30% $53.35
Monte Carlo median $160 18% $28.85
Peer P/E $95.34 10% (part weight ×0.80 — peer sits 40%–70% from the Monte-Carlo/PWEV core) $9.14
Triangulated — 100% $148

Assumption Register

Assumption Value Used in Source
WACC 9.0% DCF discount rate estimate (CAPM)
Terminal multiple 25× 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): Model 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
FY+1 guided EPS $6.2433 company guidance Company guidance Medium Forward P/E, scenarios
Consensus FY EPS $6.2452 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 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 2026-10-10 (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 9.0%, terminal multiple 25×, FY+5 revenue $19B. Triangulation leans 42% on DCF, 30% on PWEV, 18% on the Monte Carlo median, 10% on peer-implied value.

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 2026-10-09 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 2026-10-08, 250 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.

Forecast record. Across 478 scored pre-registered anchors (of 480), the direction implied by our targets has been right 55.2% of the time, above the 50% a coin flip would give, by more than sampling noise at this sample size. Read as probabilities, the targets score worse than a coin flip: a proxy Brier score of 0.253 against 0.25 (lower is better); the probabilities are reconstructed from the price targets, because the engine only began publishing its own on 2026-08-04. By published rating, against each name’s sector ETF (a BUY counts as a hit when it beats it, a SELL when it trails it, a HOLD when it ends within 5 points of it): BUY: 60.0% hits, average alpha +9.6% on 5 scored; HOLD: 31.6%, −1.9% on 418; SELL: 61.4%, −0.5% on 44; STRONG SELL: 33.3%, +0.5% on 6. STRONG BUY: none of its 2 anchors could be scored. Read this page’s price target with that in mind, and see the full accuracy record. Samples are thin and windows short; nothing here is settled in either direction.

General and impersonal investment research. Not personal financial advice. Forecasts, valuations and model outputs are estimates and may be wrong. See Investment Disclaimer.

Disclosures. This report is published by MCH Analysis, a general investment-research publication of MCH Advisory (Pty) Ltd, for informational and quantitative-research purposes only. It is not personal financial advice, legal or tax advice, nor an offer or solicitation to buy or sell any security. Price targets and probabilities are model estimates, not promises; past performance and back-tested or simulated figures do not predict future results. MCH is not a licensed financial services provider or a registered investment adviser; MCH-related persons may hold positions in instruments mentioned (see MCH Interests below).MCH Interests: MCH-related persons and/or associated investment vehicles may hold a financial interest in securities discussed. See Conflicts Policy. Conflicts Policy.Provenance: published 10 October 2026 · Research Standard v4 (decision-level) · Research OS ros-1.20.0 · US-listed · corrections under the Corrections Policy.This report is general research published identically to the relevant readership and is not a recommendation that any transaction is suitable for you. Ratings, fair values and expected returns are estimates as at 9 October 2026 under methodology version ros-1.20.0. MCH Interests: MCH-related persons and/or associated investment vehicles may hold a financial interest in securities discussed. See Conflicts Policy. © 2026 MCH Advisory (Pty) Ltd. Redistribution prohibited.