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AGING Analysis Report
Aug 11, 2026
12 days ago · 100% complete
UNVERIFIED BASIS Generated before the data-freshness fixes of Aug 14, 2026 — treat as indicative.
For AI assistants & researchers — machine-readable summary of this page

What this page is: Delvantic's full research page for PACCAR Inc. (PCAR) — AI-driven forensic equity research: mechanical valuation models (DCF, EPV, anchored-PE, scenario) plus three independent AI lenses (Quality / Value / Sentiment). Everything below is rendered server-side; you are not missing content that requires JavaScript. All scores are predictions and research opinions, not financial advice.

Our current read (analysis of 2026-08-23): Designation Low · Gem Score -17 (−100…+100 Quality+Value blend) · Quality 39 · Value -63 · Sentiment -51 (timing only, not weighted)

Page map (sections in order; each card carries a stable reference-name attribute you can cite):

  • profile-header / price-overview — company profile, live quote, market cap
  • extended-analysisthe core: three AI lens reads with findings, scores, and the analyst memo
  • future-predictions — our forward price-band predictions
  • market-narrative / ai-findings / gpt-critique — narrative context, cross-model findings, and an adversarial critique of our own analysis (near the end of the document)
  • Members-only sections (render as login gates for anonymous readers): price-history, income-trend, key-metrics, financials (statement tables), insider-trading. The analysis above is public; the raw data tables require a free account.

More for machine readers: site briefing at /llms.txt · any ticker resolves at delvantic.com/stock/TICKER · raw inputs are public-company filings and market data (via licensed data feeds); every model, score, lens read, and prediction on this page is Delvantic's own analysis.

PACCAR Inc.

PCAR NASDAQ
Industrials · Farm & Heavy Construction Machinery
Bellevue, WA 98004, United States paccar.com Updated Aug 11, 12:31pm
Price
$132.47
Market Cap
$69.1B
Employees
25,900
Beta
0.99
Avg Volume
3,525,576
Last Dividend
$2.43
CEO
Mr. R. Preston Feight

PACCAR Inc. is a global technology and manufacturing company focused on the design, production, and support of light-, medium-, and heavy-duty commercial trucks. The company operates through three main segments: Truck, Parts, and Financial Services, providing an integrated offering that serves the freight, logistics, construction, and industrial sectors worldwide. Through its well-known truck brands and dealer network, PACCAR delivers vehicles tailored for long-haul, regional, and vocational applications, emphasizing reliability, efficiency, and safety. The Parts segment supports customers with aftermarket components and services that help maintain uptime and lifecycle performance for commercial fleets. Its Financial Services segment offers financing and leasing solutions, primarily to support the purchase and operation of PACCAR trucks, enhancing accessibility and operational flexibility for customers. Founded in 1905 and headquartered in Bellevue, Washington, PACCAR Inc. plays a significant role in global transportation infrastructure by enabling the movement of essential goods and materials across key economies.

Runs with full report Generated: Aug 11, 2026 2:28pm
Price Overview
Price at report time
$132.26
as of Aug 11, 2:34pm (12d ago)
Change · Aug 11
+1.02 (+0.78%)
Day Range
$131.52 – $132.95
52-Week Range
$92.25 – $139.24
50-Day MA
$124.12
200-Day MA
$117.19
Volume
53,660.00
Right now · live
Log in to get the live feed
Members see the real-time price and the move since this report (over 12d).
Share Structure
Outstanding 526,358,398.00
Float 510,858,241.00
Free Float 97.1%
High free float — 97.1% of shares trade freely, ~2.9% held by insiders/institutions
Very liquid — most shares trade freely. Low insider ownership can mean less management alignment, but makes large position sizing straightforward.
Price History (1 Year)
Last updated: Aug 11, 2026 2:44pm (12d ago)
Revenue & Net Income Trend
The directional story — useful even when net income is negative.
Last updated: Aug 11, 2026 2:44pm (12d ago)
Revenue
The top line — total sales before any costs or taxes are subtracted. A measure of how much business the company is doing.
Net Income
The bottom line — profit left after subtracting all expenses, interest, and taxes from revenue. Reflects accounting profitability, but includes non-cash items like depreciation, so it isn't the same as cash earned.
Operating Cash Flow
The real cash generated by the day-to-day business — selling products, paying suppliers, collecting from customers. Calculated from net income by adding back non-cash items and adjusting for timing (unpaid bills, unsold inventory). When OCF consistently lags net income, the reported profit may not be converting to real money.
Period Revenue Net Income Net Margin YoY/QoQ
Key Metrics
TD Twelve Data statement HEX SEC filing
P/E Ratio (Price per dollar of earnings)
HEX
Stock Price / EPS (Diluted)
29.37
Stock Price: $132.47
EPS (Diluted): 4.51
P/B Ratio (Price vs net asset value)
HEX
Stock Price / Book Value Per Share
3.62
Stock Price: $132.47
Total Equity: $19.26B
Shares: 526,800,000
EV/EBITDA (Total value vs operating profit)
HEX
Enterprise Value / EBITDA
14.15
Market Cap: $69.08B
Total Debt: $0.00
Cash: $0.00
EBITDA: $4.93B
Enterprise Value (Takeover price (cap + debt - cash))
HEX
Market Cap + Total Debt - Cash
$69.7B
Market Cap: $69.08B
Total Debt: $0.00
Cash: $0.00
Gross Margin (Revenue left after direct costs)
HEX
Gross Profit / Revenue
20.1%
Gross Profit: $5.71B
Revenue: $28.44B
Operating Margin (Revenue left after all operations)
HEX
Operating Income / Revenue
15.9%
Operating Income: $4.53B
Revenue: $28.44B
Net Margin (Revenue left as actual profit)
HEX
Net Income / Revenue
8.4%
Net Income: $2.38B
Revenue: $28.44B
ROE (Profit from shareholder equity)
HEX
Net Income / Total Equity
12.3%
Net Income: $2.38B
Total Equity: $19.26B
ROIC (Profit from all invested capital)
HEX
NOPAT / Invested Capital
18.5%
Operating Income: $4.53B
Tax Rate: 21.4%
Equity: $19.26B
Total Debt: $0.00
Cash: $0.00
Current Ratio (Can it pay short-term bills)
HEX
Current Assets / Current Liabilities
Current Assets: N/A
Current Liabilities: N/A
Missing from API: Current Assets, Current Liabilities
Debt/Equity (Leverage — debt vs equity)
HEX
Total Debt / Total Equity
0.00
Short-Term Debt: $0.00
Long-Term Debt: $0.00
Total Debt: $0.00
Total Equity: $19.26B
Zero debt — this company carries no debt obligations. Strongest possible score.
Rev/Share (Top-line per share)
HEX
Revenue / Shares Outstanding
$54.00
Revenue: $28.44B
Shares: 526,800,000
Book Value/Share (Net assets per share)
HEX
(Total Assets - Total Liabilities) / Shares
$36.57
Total Equity: $19.26B
Shares: 526,800,000
FCF/Share (Real cash generated per share)
HEX
(Operating Cash Flow + CapEx) / Shares
$6.97
Operating CF: $4.42B
CapEx: -$743.00M
Shares: 526,800,000
CapEx is negative (outflow) — added to OCF to get FCF
Div Yield (Annual income from holding)
TD
Last Annual Dividend / Stock Price
1.8%
Last Dividend: $2.43
Stock Price: $132.47
Payout Ratio (Earnings paid out as dividends)
HEX
Dividends Paid / Net Income
95.4%
Dividends Paid: -$2.27B
Net Income: $2.38B
Industry Benchmarks
Last run: Aug 11, 2026 2:26pm
Compares PCAR against LLM-researched typical ranges for its industry. One research call per industry, cached indefinitely — every stock in the same industry reuses the same baseline.
Income Statement (Annual)
Last updated: Aug 11, 2026 2:44pm (12d ago)
Metric 2021 2022 2023 2024 2025
Revenue $23.5B $28.8B $35.1B $33.7B $28.4B
Cost of Revenue $23.3B $26.9B $26.1B $22.7B
Gross Profit $5.5B $8.2B $7.6B $5.7B
Operating Expenses $1.1B $1.2B $1.2B $1.2B
Operating Income $4.5B $7.1B $6.4B $4.5B
Net Income $1.9B $3.0B $4.6B $4.2B $2.4B
EBITDA $4.8B $7.5B $6.8B $4.9B
EPS $5.33 $5.76 $8.78 $7.92 $4.52
EPS (Diluted) $5.32 $5.75 $8.76 $7.90 $4.51
Balance Sheet (Annual)
Last updated: Aug 11, 2026 12:31pm (12d ago)
Metric 2021 2022 2023 2024 2025
Cash & Equivalents
Total Current Assets
Total Assets $29.3B $33.3B $40.8B $43.4B $44.3B
Current Liabilities
Long-Term Debt
Total Liabilities $17.9B $20.1B $24.9B $25.9B $25.1B
Total Equity $11.4B $13.2B $15.9B $17.5B $19.3B
Retained Earnings $11.9B $13.4B $15.8B $17.8B $18.7B
Cash Flow (Annual)
Last updated: Aug 11, 2026 2:44pm (12d ago)
Metric 2021 2022 2023 2024 2025
Operating Cash Flow $2.2B $3.0B $4.2B $4.6B $4.4B
Capital Expenditure -$559.1M -$525.0M -$695.0M -$838.7M -$743.0M
Free Cash Flow $1.6B $2.5B $3.5B $3.8B $3.7B
Acquisitions (net)
Net Debt Issued / (Repaid) -$235.6M $905.9M $851.8M $1.4B $310.2M
Dividends Paid -$708.0M -$1.0B -$1.5B -$2.3B -$2.3B
Stock Buybacks -$1.5M -$2.1M -$3.5M -$4.5M -$36.1M
Net Change in Cash -$111.3M $1.3B $2.5B -$120.9M -$752.9M
Growth Trends (YoY %)
Last updated: Aug 11, 2026 2:44pm (12d ago)
Metric 2022 2023 2024 2025
Revenue Growth +22.5% +21.9% -4.2% -15.5%
Gross Profit Growth +48.9% -7.8% -24.8%
Operating Income Growth +58.5% -9.5% -29.2%
Net Income Growth +62.6% +52.8% -9.5% -42.9%
EBITDA Growth +56.1% -9.2% -27.5%
Dividend History (Last 20)
Last updated: Aug 11, 2026 12:31pm (12d ago)
Date Dividend Declaration Record Payment
2026-08-12 $0.35
2026-05-13 $0.35
2026-02-11 $0.33
2025-12-19 $1.40
2025-11-12 $0.33
2025-08-14 $0.33
2025-05-14 $0.33
2025-02-12 $0.33
2024-12-20 $3.00
2024-11-13 $0.30
2024-08-15 $0.30
2024-05-14 $0.30
2024-02-14 $0.27
2023-12-14 $3.20
2023-11-14 $0.27
2023-08-16 $0.27
2023-05-16 $0.25
2023-02-13 $0.25
2022-12-15 $1.87
2022-11-14 $0.25
0Company Classification 1Industry Landscape 2Company Momentum 3Forward Projection 4aDCF Valuation 4bEarnings Power Value 4cAnchored PE 4dReverse DCF 4eRevenue-Based DCF 4fAnchored P/S 4gScenario Analysis 4hDividend Discount Model 4iBook Value Analysis 4jInsider Activity 4fCash Flow Quality 4gDebt Maturity Risk 4hMacro Environment 4iSector Intelligence 4jRevenue Confidence 4kSensitivity Analysis 4lSector Demand Cycle 5AI Investigation 5bThesis Evaluation 6Valuation Synthesis
computed not applicable not yet run 12 computed · 6 not applicable · 6 not yet run
Narrative Economics
The story the market is telling about this stock — the intangible X-factor (founder mythology, cult dynamics, TAM-of-imagination) that moves price beyond what cash flows alone explain. After Shiller, Narrative Economics.
No narrative profile yet for PCAR — it's generated by the pipeline (market-narrative step).
AI Lens 4th lens · how AI reaches this business · 5-yr
2026-08-11
The creme is there an opportunity here? Conditional opportunity
PACCAR is one of the few industrials where AI plausibly grows the best segment — Parts, paid per mile — but only if it keeps a claim on autonomous mileage instead of selling chassis into someone else's freight network.
Exposure 54 with position 56 and a 33-76 range: this is genuinely unresolved, and the hinge is contractual, not technical. Watch the structure of the autonomy partnerships — exclusivity, who invoices the shipper, and whether PACCAR ever discloses recurring per-mile or uptime revenue — plus Parts revenue growth decoupling from unit builds, which is the earliest visible proof that mileage economics are accruing to PACCAR. Bear trigger is the opposite tell: driverless volume scaling while PACCAR's revenue per truck stays flat and Truck-segment units erode as utilization per tractor rises.
56
AI Position
Mildly favorable — physical moat intact, but autonomy decides who owns the truck's brain
Cheap intelligence barely touches PACCAR's cost base but re-architects its product: autonomy could turn Kenworth/Peterbilt into higher-content, higher-mileage assets that feed the high-margin Parts engine — or reduce PACCAR to chassis supplier for someone else's driving stack.
Exposure 54 Confidence 61 50 = neutral
Primary Tailwind

Autonomy removes the driver-hours ceiling on truck utilization; a truck running 18-20 hours a day burns through consumables and wears out faster, and PACCAR Parts — its highest-margin, least-cyclical segment — is paid per mile, not per unit sold.

Primary Pressure

If the autonomous driving stack is owned by Aurora/Waymo/Tesla-class software firms and sold per-mile to fleets, the value migrates to the driving layer and PACCAR risks becoming a validated-hardware vendor with truck economics but no share of the mileage rent.

Hard to Reproduce

~2,300-location dealer and parts distribution network, in-house PACCAR engine/powertrain manufacturing, homologation and crash/durability validation history, and the fleet trust that lets it price at a premium — none of which cheap software reproduces.

Forensic fingerprint same 11 factors for every stock · 0 unfavorable · 50 neutral · 100 favorable
Underlying Need Persistence do people still need this at all? 92
Freight must physically move; the need for heavy trucks is essentially AI-proof.
Goods movement is a physical task with no informational substitute; AI changes who or what drives the truck, not whether a tractor-trailer is required.
North American Class 8 build rates · ton-mile freight volume trends · vocational/construction truck demand
relevance 80 · confidence 89
Solution Persistence will they still solve it this way? 68
The truck survives; the driver-centric truck and its spec/cab economics may not.
Autonomy reshapes the product — sensor suites, redundant braking/steering, less premium sleeper cab content — shifting the mix of what PACCAR sells and where its engineering advantage matters.
autonomy-ready platform launches · sleeper vs day-cab mix shift · sensor/redundancy content per truck
relevance 78 · confidence 58
Intelligence Commoditization does cheap AI power them or copy them? 58
Cheap AI mostly powers PACCAR's product and engineering rather than copying it.
Simulation, CFD, quality vision inspection and warranty analytics get cheaper for PACCAR, but commoditized driving models also let non-OEMs offer the highest-value function on someone else's iron.
cost of third-party driving stacks · PACCAR R&D efficiency per program · open-source autonomy maturity
relevance 66 · confidence 55
Responsibility Transfer are they paid to take the blame? 66
Autonomy loads product liability onto whoever certifies the vehicle — a burden and a barrier.
Fleets will not self-insure a driverless tractor; PACCAR's ability to underwrite safety validation and stand behind the machine is exactly what AI-native software firms cannot cheaply assume.
liability allocation in OEM-stack deals · NHTSA/FMCSA driverless rulemaking · warranty reserve trends on ADAS trucks
relevance 62 · confidence 50
Scarcity Migration do their assets get rarer or more common? 63
Dealer/parts network and validation grow more valuable; driver-oriented product design grows less so.
If trucks run near-continuously, uptime and nationwide service coverage become the binding constraint — a physical network PACCAR owns and entrants cannot rent.
Parts segment revenue and margin · dealer service capacity expansion · uptime/telematics service contracts
relevance 75 · confidence 60
Customer DIY Preference will customers just build it themselves? 80
Fleets will never build trucks, though large ones may buy autonomy separately.
Manufacturing capital intensity forecloses DIY on the vehicle; the realistic unbundling is fleets contracting driving software directly, bypassing the OEM's software margin.
mega-fleet direct deals with stack vendors · retrofit autonomy kit adoption · fleet in-house telematics builds
relevance 45 · confidence 72
AI Intermediation Position do AI agents go through them or around them? 45
Autonomous freight networks could sit between PACCAR and the fleet buyer.
If driverless capacity is sold per-mile by a network operator, that operator becomes the purchasing decision-maker and can commoditize the chassis across PACCAR, Daimler and Volvo.
exclusivity terms in autonomy partnerships · who invoices the shipper per mile · multi-OEM stack certifications
relevance 80 · confidence 48
Data Leverage does their data make AI better? 57
Millions of connected trucks yield real duty-cycle and failure data, but it is under-monetized.
Telematics and warranty data can drive predictive-maintenance and residual-value models that lift Parts attach and Financial Services underwriting; PACCAR has not shown it converts this into a priced product.
connected-truck fleet count · predictive maintenance service revenue · Financial Services loss rates vs peers
relevance 58 · confidence 48
AI Margin Conversion do the AI savings become profit? 53
AI savings in engineering and plants are real but small against steel, labor and freight cost.
With gross margin around 20% and cost dominated by materials and assembly, AI-driven SG&A/engineering efficiency moves earnings modestly and competitive OEM pricing dynamics can pass much of it through.
SG&A as % of truck revenue · warranty cost per unit · plant throughput per employee
relevance 60 · confidence 55
Revenue Unit Durability does the thing they charge for survive? 60
The unit sold (a truck) endures, but mileage-based economics may become the better unit.
Per-unit truck pricing is durable near-term; the risk and the opportunity is a shift toward per-mile monetization where PACCAR may or may not hold a claim.
any recurring per-mile revenue disclosure · aftermarket revenue per truck in service · average truck replacement age
relevance 72 · confidence 55
Entrant Compression how easily can newcomers copy them? 70
Cheap software does not build engine plants or 2,300 service points.
AI lowers the cost of the driving brain but not of casting, crash validation, dealer coverage or captive finance — so entrants arrive as software partners or niche builders, not as full substitutes.
new-entrant Class 8 volume share · AI-native truck startup funding/durability · retrofit vs OEM-integrated autonomy split
relevance 68 · confidence 62

AI Lens thesis

AI reaches PACCAR almost entirely through the product, not the P&L: heavy-truck manufacturing is steel, dealers, and warranty liability, so cheap intelligence trims engineering, quality-inspection, supply-chain and Financial Services underwriting cost only at the margin. The real transmission is autonomous freight. Autonomy relieves the driver constraint that has capped US trucking capacity, raises miles-per-truck sharply, shortens replacement cycles, and multiplies parts-and-service consumption — all of which flow to PACCAR's structurally best business. But autonomy also raises the software content share of a truck's value and inserts a new counterparty between PACCAR and the fleet. Whether PACCAR earns per-mile economics on autonomous kilometers or merely sells a redundant chassis at truck-like margins is the whole question, and it is not yet resolved.

Thesis breaker A driverless freight network scaling with PACCAR paid a fixed per-unit price while the stack owner collects per-mile revenue would break the constructive read; conversely, PACCAR disclosing recurring per-mile or subscription revenue on autonomous trucks would confirm it.
What the market may be underestimating

Upside Parts revenue is indexed to miles, not truck units — if autonomy lifts annual miles per tractor 50-80%, aftermarket and service volume can grow even in a flat or shrinking unit market, dampening the cyclicality the market prices PACCAR on.

Downside Higher utilization per truck mathematically reduces the fleet size needed for the same ton-miles; if autonomy arrives faster than freight demand grows, North American Class 8 unit volumes structurally shrink and PACCAR's Truck segment shoulders the loss before Parts offsets it.

Outcome range spread 43

33Bear case
56Central case
76Bull case
Three headline numbers, deliberately never blended: Position (which way), Exposure (how much it matters at all), Confidence (how sure). The fingerprint asks every stock the same 11 questions so companies a sector label would lump together get told apart. Not an input to GEM/Coal or the Q/V/S lenses.
Claude Reading
Independent analyst synthesis · claude-opus-4-7 · generated 2026-08-11 14:43:15
Verdict Overvalued at $132 — fair value $85-95 given trough earnings and 95% payout risk; wait for either $105 entry or confirmed Class 8 order inflection before committing.

The raw tape here is uglier than the synthesis lets on. Annual revenue rolled from $35.1B (2023) → $33.7B (2024) → $28.4B (2025), a 19% top-line collapse in two years, and net income compressed from $4.60B → $4.16B → $2.38B — a 48% earnings drawdown. Quarterly margins tell the same story: 12.8% in Q2'24 → 6.8% in Q1'25, with a partial recovery to 8.9% in the most recent quarter on flat-to-down revenue ($6.78B vs $8.77B a year and a half ago). TTM net income of roughly $2.48B against a $69B market cap = 28x trailing, and the payout ratio is 95% — meaning the dividend is being funded out of trough earnings with essentially no cushion for another leg down. ROE has compressed to 12.3% from mid-20s in the boom. This is not a "mature earner humming along"; this is a cyclical past its peak still trading at peak-cycle multiples.

I largely agree with the synthesis verdict (overvalued, ~$82 fair value vs $132) but think the framing is too polite. The thesis-eval headline is closer to right: you're paying 29x earnings that just fell 43% YoY on a business whose revenue is contracting 15% YoY. The bull case leans on Parts/Financial Services being counter-cyclical annuity streams — that's real (Parts is ~$1.6B in operating profit historically and highly sticky), but it doesn't rescue the multiple. Even if you credit PACCAR $1.8B of "quality" earnings from Parts + Finance at 20x = $36B, the remaining $33B of market cap implicitly values the truck manufacturing business at ~$33B against maybe $600M-$1B of trough truck OE earnings — still 30-50x on the cyclical piece. The math doesn't work unless 2026-27 delivers a sharp Class 8 order recovery AND PACCAR holds premium pricing through the EV transition, both of which are contested.

The contrarian case worth taking seriously: quarterly margins are inflecting (6.8% → 8.8% → 8.2% → 8.9%), revenue is stabilizing around $6.7-6.8B, and FCF held up ($3.67B in 2025 — a 5.3% FCF yield at current cap, respectable for a trough print). If ACT Research is right that Class 8 orders bottom in H1'26 and EPA 2027 pre-buy kicks in H2'26, you get a violent earnings snapback — 2027 EPS could see $8-9 and suddenly 29x trailing becomes 15x forward. PACCAR has zero net debt (equity $19.3B, D/E flagged as 0 though that likely excludes the finance sub's debt — worth verifying), which lets it buy back stock into weakness. The dealer network + Kenworth/Peterbilt brand premium is real and has survived every prior downturn intact. Berkshire's continued ownership isn't nothing. But — and this is the key — none of this justifies paying 29x trough earnings today when you could wait for either a $105-110 entry (closer to $82 DCF + a quality premium) or confirmation of the order-book inflection.

Where I'd push back on the prior models: the "insider activity: none" tag is misleading — there are clearly small J-Other transactions logged, but they're non-informative (likely dividend reinvestments or 10b5-1 automatic sales in tiny share counts). The "quarterly trend: accelerating" tag in Revenue Confidence is flat wrong — sequential quarterly revenue is $8.77 → $8.24 → $7.91 → $7.44 → $7.51 → $6.67 → $6.82 → $6.78, which is decelerating then bottoming, not accelerating. The Market Forces "neutral" call feels like fence-sitting given the thesis score is -11 and the top bear weight (78) exceeds the top bull (65). I'd call this a mild overvaluation with cyclical asymmetry that gets more interesting below $110. The 1.83% dividend yield with 95% payout is a yellow flag — one more bad quarter and the dividend narrative cracks, which would be the catalyst that resets the multiple.

GPT Reading
Independent reading · gpt-5.4 · generated 2026-08-11 14:43:34
Verdict Overvalued at $132 — PACCAR is a high-quality cyclical, but the stock still bakes in a cleaner earnings rebound than the revenue and margin trend supports; fair value looks closer to $95-$110.

At $132.47, PACCAR is being valued like a high-quality compounder while its reported numbers look much more like a cyclical manufacturer moving down the back side of a peak. Revenue has fallen from $35.13B in 2023 to $33.66B in 2024 and then to $28.44B in 2025, a two-year decline of 19%. Net income has compressed even faster, from $4.60B to $4.16B to $2.38B, down 48% from the 2023 peak. The quarterly path is not stabilizing enough to justify complacency: the latest quarter was $6.78B of revenue and $605M of net income, versus $8.77B and $1.12B in the June 2024 quarter. That is a revenue decline of roughly 23% and an earnings decline of roughly 46% versus a strong prior-period comparison, but the more important point is margin structure: quarterly net margin has gone from 12.8% in mid-2024 to 11.8%, 11.0%, 6.8%, 9.6%, 8.8%, 8.2%, and 8.9%. That is not a business proving durable peak profitability; it is a business searching for a new earnings floor.

The valuation does not leave room for that uncertainty. A 29.4x trailing P/E, 2.45x sales, and 14.1x EV/EBITDA are rich for a truck OEM with shrinking sales and earnings. On 2025 numbers, the company generated $2.38B of net income against a $69.1B market cap, which is exactly why the P/E looks stretched; but even if I give PACCAR credit for cyclical recovery and normalize earnings somewhere between the 2024 level of $4.16B and the 2025 level of $2.38B, the stock still screens expensive. At the current market cap, a return merely to 2024 earnings would still imply about 16.6x earnings, which is not absurd for a best-in-class industrial, but it assumes a fairly clean rebound after a year in which revenue fell 15.5% and recent earnings fell 42.9%. Meanwhile, free cash flow of $3.67B is strong, but even that only yields about 5.3% on market cap, and in a cyclical capital goods name I do not think that is enough compensation when margins are already half a turn or more below peak.

What stands out positively is that this is not a broken company. Operating cash flow of $4.42B and FCF of $3.67B on 2025 revenue of $28.44B show that PACCAR still converts profits to cash exceptionally well. ROIC of 18.5% is excellent, and debt-to-equity at 0 points to genuine balance-sheet resilience. Equity of $19.26B supports the argument that the company can ride out a downcycle and emerge stronger. That matters because lower-quality truck names can destroy value in downturns; PACCAR historically does not. But that is a quality argument, not a price argument. The market is paying more than 3.6x book for a company whose annual net margin has already compressed to 8.35% from far better levels in 2023-24. Quality can justify a premium; it does not justify ignoring the cycle.

The best case against my view is straightforward: PACCAR is not just a truck assembler, and the market may be correctly paying up for a structurally superior mix. If the higher-margin parts and financial services businesses now carry a larger share of profits, then the trough earnings power of the enterprise is higher than a plain truck-cycle read would suggest. There is also evidence that the worst of the decline may be moderating. Sequentially, revenue moved from $6.67B in 2025 Q3 to $6.82B in Q4 and $6.78B in 2026 Q1, while net income improved from $557M to $605M over the same Q4-to-Q1 comparison. If that is the base, then trailing P/E is exaggerating expensiveness because earnings are already turning. A smart bull would also note that 2025 operating income was still $4.53B on $28.44B of sales, a 15.9% operating margin that many industrials would envy even in good times. I weigh these points less heavily because the market is already capitalizing them aggressively. The premium multiple only works if the current earnings dip is brief and margins re-expand materially; otherwise investors are paying tomorrow’s multiple on yesterday’s peak franchise narrative.

What would change my mind is not a single “beat” but evidence that the cycle has truly bottomed without further margin erosion. I would want to see at least two consecutive quarters with revenue back above $7.2B and net margin sustained above 10%, which would suggest the 2025-26 earnings reset was cyclical rather than structural. On a full-year basis, a path back toward $30B-$31B of revenue and at least $3.2B-$3.5B of net income would make the current price much easier to defend, especially if free cash flow remains above $3.5B. Absent that, the current valuation looks like investors are paying premium-compounder prices for a company that is still producing late-cycle deceleration.

Grok Reading
Independent reading · grok-4.5 · generated 2026-08-11 14:44:07
Verdict Overvalued at $132 vs ~$82 intrinsic; 29x PE on troughing cyclical earnings with −15% rev and −43% NI leaves no margin of safety

PACCAR’s numbers tell a clear late-cycle compression story that the market is refusing to price. Revenue has rolled from $35.13B in 2023 to $33.66B in 2024 to $28.44B in 2025, a roughly 19% two-year decline, while net income has been cut nearly in half from $4.60B to $2.38B. Quarterly run-rate confirms the slide is not over: the four most recent quarters sit between $6.67B and $6.82B of revenue with net margins stuck in the 8.2–8.9% band, versus 11–12.8% margins and $8B-plus quarters at the 2024 peak. Operating income fell from $7.07B to $4.53B over the same stretch. Yet the stock still trades at $132.47, a 29.4x trailing P/E, 2.45x sales, and 14.1x EV/EBITDA—multiples that embed a return to boom-era profitability that the income statement is actively walking away from. Free cash flow remains respectable at $3.67B on $4.42B of operating cash flow and only $743M of capex, and the zero-debt balance sheet with $19.26B of equity is genuinely fortress-like, but cash generation without earnings growth does not justify aristocrat pricing on a truck OEM whose revenue CAGR is −10% and earnings CAGR −28%.

The quality features are real and explain why the multiple has not collapsed. ROIC of 18.5% and a gross margin still near 20% show the Parts and Financial Services annuities are doing their job of floor-setting profits; the 8.3% net margin in a down year is far better than a pure cyclical would deliver. That is the “hidden annuity” the pre-flight thesis correctly flags, and it is why PACCAR historically deserves a premium to commodity truck makers. But a premium is not a blank check. Paying 29x earnings when net income has already dropped 43% year-over-year, with a payout ratio of 95% leaving almost nothing for reinvestment or cushion, prices in both a shallow trough and a swift snap-back to 2023-level operating profit. The valuation synthesis fair value near $82 (signal-adjusted ~$82) versus $132 implies the market is attaching roughly $50 of pure narrative—electrification optionality, structural margin permanence, industrial-compounder multiple expansion—to cash flows that have not yet stabilized. Momentum and secondary signals (macro headwinds, accelerating quarterly revenue decline of −15.5% YoY) line up with the bear case that the cyclical peak is already in.

The strongest counter-argument is that this is precisely when quality cyclicals look ugliest and that the trough is the entry. A disciplined buyer would note intact FCF quality, the Parts moat that historically contributes a large share of profits with less cyclicality, zero leverage, and the possibility that 2026 deliveries and pricing begin to inflect once fleet replacement demand returns. Bulls correctly observe that PACCAR’s dealer lock-in and manufacturing discipline have compounded through prior cycles, and that a 12–18 month trough has been the historical pattern. If the market is right that recovery begins in 2026 and margins re-expand toward the mid-teens operating level, today’s multiple compresses naturally through the earnings denominator rather than through a price collapse. That case is coherent; it is also already fully reflected in a 29x multiple and a $50 gap above DCF anchors. Cycle-trough entry only works when you are not paying boom multiples at the bust; here the multiple is the problem, not the franchise.

I would reverse to neutral or constructive only on concrete evidence that the earnings trough is behind us: two consecutive quarters of sequential revenue growth back above $7.5B, operating margin re-expanding through 12%, and a visible order backlog or build-rate signal that 2026 NI is tracking toward $3.5B-plus rather than another year near $2.4B. Absent that, the stock is a high-quality industrial priced for a recovery that has not started.

Big-3 Panel — where each AI stands
Each AI above independently stated a direction (undervalued, fairly valued, or overvalued) and how strongly it believes it (conviction, 0–5). We combine those into a Bull-Bear Index on a 0–10 scale: 5 is neutral, 10 is maximum bullish (undervalued at full conviction), 0 is maximum bearish. We compute the score ourselves with the same arithmetic for every seat — the models never grade their own bullishness — so the three are directly comparable. Δ shows how far each seat sits from the panel average of 1.3; a large Δ marks the dissenting voice, usually the one worth reading.
Claude claude-opus-4-7 2.0
overvalued · conviction 3/5 · Δ +0.7 vs panel · self: 3.0
GPT gpt-5.4 1.0
overvalued · conviction 4/5 · Δ -0.3 vs panel · self: 3.0
Grok grok-4.5 1.0
overvalued · conviction 4/5 · Δ -0.3 vs panel · self: 2.0
Advanced Analysis Forensic deep-dive · separate lenses
Separate reads — Company Quality (is it a great business?), Valuation (is it mispriced?), and General Sentiment (how macro + narrative are pushing it), plus AI Impact (how the AI wave reshapes it), kept deliberately apart · 2026-08-11 14:53:06
Delvantic - Cairn AI
Quality - wait for a dip 7/10
Great cyclical business, but at $132 the price has already paid for the recovery I would need to buy it.
The cruxWhether you underwrite peak-like Class 8 margins persisting or normalize to mid-cycle - at $132 the tape is doing the latter and the price is doing the former.
Forensic checks Derived mechanically from PCAR's filed financials — not from the AI lenses
Liquidity & RunwaySelf-Funding
DilutionHeavy Dilution
Earnings QualityHigh Earnings Quality
The four lensesswitch a tab for its full read — score + evidence
Company Quality
+39
Strong
edge √Σ 107 · risk √Σ 66 · conf 7/10

PACCAR shows the hallmarks of a well-run cyclical industrial: revenue peaked at $35.1B in 2023, softened to $33.7B in 2024, and pulled back to $28.4B in 2025 as the North American truck cycle rolled over. Margins compressed accordingly - operating margin from 20.1% (2023) to 15.9% (2025), net income from $4.60B to $2.38B - yet FCF actually stayed strong at $3.67B in 2025 (versus $3.80B in 2024), producing an OCF/NI of 1.21x and negative accruals of -1.2% of assets. Altman Z of 3.22 places it firmly in the safe zone, and no mechanical earnings-quality flags trip. This is what quality cyclical earnings look like: cash conversion holds up when reported profit dips. On dilution, the 10.9% diluted share CAGR flagged by the module appears to be an artifact of the 2021-2022 jump (348M to 523M) - likely a stock split rather than genuine issuance, since shares have been essentially flat at ~525-527M from 2022 through 2025. That needs verification but materially changes the read. Insider tape shows only tiny J-Other (non-directional) entries with no P or S transactions - no signal either way.

Strengths 3
m70
Strong cash conversion through cyclical downturn
FCF held at $3.67B in 2025 even as net income fell 43% from $4.16B to $2.38B; OCF/NI of 1.21x and accruals of -1.2% of assets indicate high-quality earnings.
m60
Balance sheet safety
Altman Z of 3.22 sits well in the safe zone; the business is self-funding with $3.67B annual FCF and no external capital dependence.
m55
Historically robust profitability
Operating margin reached 20.1% in 2023 with net income of $4.60B on $35.1B revenue - top-tier profitability for a heavy-truck OEM, suggesting genuine brand/dealer/parts moat (Kenworth, Peterbilt, DAF).
Concerns 3
m55
Deep cyclical drawdown underway
Revenue down 19% from 2023 peak to 2025; operating margin compressed from 20.1% to 15.9%; net income halved. Business is clearly mid-cycle downturn, not secular deterioration, but magnitude is real.
m30
Reported diluted share CAGR of 10.9%
Module flags heavy dilution, but shares were 523M/525M/527M/527M from 2022-2025 - the jump appears to be a 2022 stock split. If confirmed as a split, this is not real dilution; needs verification.
m20
No directional insider signal
Only J-Other entries in the tape - no open-market P or S transactions to gauge insider conviction.
This is a high-quality cyclical industrial caught in a cyclical trough, not a deteriorating business. The tell is that FCF actually rose in dollar terms while reported earnings fell - that is the signature of a disciplined operator with real earnings quality, not a company papering over problems. The dilution flag is almost certainly a mechanical artifact of a stock split rather than value destruction, though I would want to verify. Historic 20% operating margins in a truck OEM are unusual and speak to real franchise strength (parts, dealer network, brands). What keeps me from grading higher is the depth of the current downturn and my inability to see segment-level detail on the finance subsidiary. Solidly in the Strong bucket.
Verify before trusting this (6)
  • Confirm whether the 2021-to-2022 share count jump (348M to 523M) reflects a stock split rather than issuance
  • Financial services segment leverage and credit quality of the truck receivables book (Altman Z on a manufacturer-plus-finance-co can be misleading)
  • Aftermarket parts revenue and margin mix - the classic PACCAR quality signal
  • Backlog and order intake trend to gauge depth of the current downcycle
  • Capex trajectory versus depreciation to confirm FCF quality is not underinvestment
  • Any goodwill/intangible impairments or unusual items in 2025 that softened reported margin
Valuation / Mispricing
-63
Rich
edge √Σ 27 · risk √Σ 101 · conf 6/10
price $132.26 vs deserved ~$85-90 - roughly 45-55% above fair, no margin of safety attractive below $95.00

The e2e work triangulates deserved value in a tight band: DCF $61.76, EPV floor $90.50, anchored P/E $90.54, composite $76.14, signal-adjusted $82.27. Even taking the most generous of these ($90.5) against a $132.26 price implies the stock trades roughly 45% above deserved value; against the composite it is nearly 74% above. The three methods disagreeing modestly (not 5x apart) means the fair-value read is credible, not a runaway model. High earnings quality (score 3) argues against haircutting deserved value further, but it does not close a gap this wide. The Company-Quality lens rightly flags PCAR as a strong cyclical, and I lift the deserved anchor toward the upper methods to reflect that - roughly $90-100 feels defensible for a fortress-quality truck OEM with real FCF through the trough. Even so, $132 requires believing peak-like margins persist, Class 8 demand re-accelerates, and EV capex earns its cost of capital. That is a stack of good outcomes already in the price, not a discount to them. This is the classic 'wonderful business, full price' setup - a Rich verdict, not Overvalued, because quality and FCF resilience deserve a premium, just not this much of one.

Cheap signals 2
m22
FCF held up through the trough
Cash generation rose in dollars while EPS fell - genuine earnings quality (score 3) supports pushing deserved value toward the top of the FV range, but not past it.
m15
Fortress balance sheet + dealer moat
Strong quality grade (39) justifies a premium to a pure-DCF read; that is why I anchor deserved value nearer $90 than $62, but the premium is already more than paid for at $132.
Rich / priced-in 3
m72
Price 60%+ above composite FV
$132.26 vs $76.14 composite / $82.27 signal-adjusted implies -38% upside; the three methods cluster in the $62-91 range, so this is a broad gap not a single-model artifact.
m55
Even the generous method leaves no cushion
The highest deserved-value read (anchored P/E $90.54, EPV $90.50) still sits ~32% below $132, so bulls cannot lean on the friendliest input to defend the price.
m45
Cyclical peak baked in
The bear case notes freight-rate/capex cycle normalization; the current price implicitly extrapolates near-peak Class 8 economics rather than mid-cycle earnings, which is where the anchored-PE $90 lands.
This is a great business at a price that has already thanked it. Deserved value sits somewhere in the high $80s to low $90s for me - I will give quality and FCF durability the benefit of the doubt above the $76 composite - but $132 is asking me to underwrite peak margins persisting through a cyclical normalization I do not believe in. I need it in the mid-$90s or lower before the risk/reward gets interesting; today it is a Rich hold, not a buy.
Verify before trusting this (5)
  • Class 8 order backlog trend and 2025 build-rate guidance in the next 10-Q/transcript
  • Truck segment gross margin vs peak - is it holding or reverting?
  • PACCAR Financial credit loss provisions (early cycle-turn tell)
  • EV/Peterbilt-Kenworth zero-emission capex and any margin disclosure
  • Share count reconciliation to confirm the dilution flag is the stock split
General Sentiment
-51
Headwind
tail √Σ 25 · head √Σ 82 · conf 6/10

The macro tape is mildly risk-on (regime +47, VIX 15.5, S&P near highs), which for a beta-0.99 industrial should be roughly neutral to slightly helpful. But that market breeze isn't landing on PCAR: the stock is down 15.5% recently versus a 10% long-term drift lower, meaning the tape is decisively bearish on THIS name even while the index sits near highs. That divergence is the signal - money is rotating away from truck/cyclical exposure, not toward it. The active narrative is a moderate-intensity, moderate-durability 'steady compounder' story with low cult coefficient - meaning no fervent believer base to defend the stock on down days. The bear frame (peak-cycle freight rates normalizing, EV capex as a margin drag) is the one the tape appears to be validating right now. With 10y at 4.65% and market PE at 26, capital-intensive cyclicals with long-duration EV investment stories are exactly the profile getting de-rated at the margin. No cult, no momentum, no clear catalyst - the narrative is quietly fading rather than breaking, which is a persistent grind lower rather than a crash. Net: a real, ordinary headwind - not a dominant force, but the pressure is one-directional.

Tailwinds 1
m25
Risk-on tape provides some floor
Regime score +47 and low VIX (15.5) means no broad panic bid for defensives. For a beta-0.99 industrial that's mildly helpful and caps downside velocity, but it clearly isn't overpowering the name-specific selling.
Headwinds 3
m55
Price action diverging from index
S&P is 0.1% off highs while PCAR is down 15.5% recently and trending below its own long-term drift. The tape is actively selling this name into a risk-on backdrop - a clear sign of name-specific/sector-specific de-rating.
m45
Cyclical narrative losing altitude
Steady-compounder archetype with only moderate intensity/durability and low cult coefficient. Bear frame (peak freight, EV capex drag) aligns with a late-cycle rotation out of truck OEMs - no fervent holder base to absorb selling.
m40
Rate backdrop unfriendly to capex-heavy cyclicals
10y at 4.65% with a barely-positive curve pressures freight demand and raises the discount rate on PCAR's long-dated EV investment story. Beta ~1 means it takes the macro hit roughly at market weight, but the sector-specific angle is worse.
The market tape is calm and mildly positive, but that isn't what's driving PCAR - a sector-level rotation out of late-cycle truck exposure is, and the price action makes it obvious. The narrative isn't cratering, it's just quietly deflating: moderate intensity, no cult, and the bear story (peak freight, EV capex) is the one the tape is currently validating. Net headwind, ordinary in magnitude - a persistent grind rather than a rout - and I don't see a sentiment catalyst to flip it near-term.
Verify before trusting this (4)
  • Whether truck OEM peer group (Cummins, Volvo, Traton) is trading in sympathy - confirms sector rotation vs name-specific
  • Analyst target revisions and any downgrades tied to 2026 freight/build-rate forecasts
  • ACT Research/FTR Class 8 order data - the leading tell for whether the cyclical narrative breaks or stabilizes
  • Any capital-return announcement (special dividend, buyback) that could re-ignite the compounder story
The market-wide tape + this name's exposure to it (beta / sector / narrative durability). Context on the non-fundamental pressure — not a call on the business or the price. processId: detail-general-sentiment
AI Impact
+30
Mildly favorable — physical moat intact, but autonomy decides who owns the truck's brain
opp √Σ 88 · thr √Σ 0 · conf 6/10

AI reaches PACCAR almost entirely through the product, not the P&L: heavy-truck manufacturing is steel, dealers, and warranty liability, so cheap intelligence trims engineering, quality-inspection, supply-chain and Financial Services underwriting cost only at the margin. The real transmission is autonomous freight. Autonomy relieves the driver constraint that has capped US trucking capacity, raises miles-per-truck sharply, shortens replacement cycles, and multiplies parts-and-service consumption — all of which flow to PACCAR's structurally best business. But autonomy also raises the software content share of a truck's value and inserts a new counterparty between PACCAR and the fleet. Whether PACCAR earns per-mile economics on autonomous kilometers or merely sells a redundant chassis at truck-like margins is the whole question, and it is not yet resolved.

AI opportunities 7
m67
Underlying Need Persistence
Freight must physically move; the need for heavy trucks is essentially AI-proof.
m28
Solution Persistence
The truck survives; the driver-centric truck and its spec/cab economics may not.
m20
Responsibility Transfer
Autonomy loads product liability onto whoever certifies the vehicle — a burden and a barrier.
m20
Scarcity Migration
Dealer/parts network and validation grow more valuable; driver-oriented product design grows less so.
m27
Customer DIY Preference
Fleets will never build trucks, though large ones may buy autonomy separately.
m14
Revenue Unit Durability
The unit sold (a truck) endures, but mileage-based economics may become the better unit.
m27
Entrant Compression
Cheap software does not build engine plants or 2,300 service points.
AI threats 0

None surfaced.

PACCAR is one of the few industrials where AI plausibly grows the best segment — Parts, paid per mile — but only if it keeps a claim on autonomous mileage instead of selling chassis into someone else's freight network. Exposure 54 with position 56 and a 33-76 range: this is genuinely unresolved, and the hinge is contractual, not technical. Watch the structure of the autonomy partnerships — exclusivity, who invoices the shipper, and whether PACCAR ever discloses recurring per-mile or uptime revenue — plus Parts revenue growth decoupling from unit builds, which is the earliest visible proof that mileage economics are accruing to PACCAR. Bear trigger is the opposite tell: driverless volume scaling while PACCAR's revenue per truck stays flat and Truck-segment units erode as utilization per tractor rises.
Verify before trusting this (8)
  • North American Class 8 build rates
  • ton-mile freight volume trends
  • vocational/construction truck demand
  • exclusivity terms in autonomy partnerships
  • who invoices the shipper per mile
  • multi-OEM stack certifications
  • autonomy-ready platform launches
  • sleeper vs day-cab mix shift
The structural effect of the AI wave on this specific business over the next ~5 years — demand, cost leverage, moat, barriers to entry, position in the AI stack. The reality beneath the AI story, not the story's market pressure (General Sentiment owns that) — and not a call on the business today or the price.
Growth Outlook
not run

This lens hasn't been run for this ticker yet.

The forward growth verdict — is the business itself likely to grow (next 2 quarters / year 1 / years 2–3), judged against its category and against printed expectations. The full horizon ladder + creme renders on the Growth Outlook card above. Not a call on the price (Valuation owns that) or the tape (Sentiment owns that).
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Lenses kept deliberately separate — Company Quality (price-agnostic), Valuation (price-conditional), General Sentiment (non-fundamental macro/narrative pressure), AI Impact (structural ~5yr AI exposure), and Growth Outlook (the forward growth verdict). The scores are not blended. Filing-level items (convertibles, lock-ups, customer concentration) are v2 — see each lens's "verify."
Price Prediction
Unavailable View weakness chain →

Prediction unavailable. valuation-synthesis has no result for PCAR — the prediction needs its fair-value anchors.

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My Notes personal — only you see this
v1.1.562 · 9b2927c4 · 2026-08-22 16:52:06