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Verdict
Quantitative factor alignment verified for current market regime.
Quant Score
Rank
#252
Positioning
Market Dominance
Manufacturing
Machinery
$222.9B
Donald J. Umpleby
Caterpillar Inc. manufactures and sells construction and mining equipment, diesel and natural gas engines, and industrial gas turbines. Its Construction Industries segment offers asphalt pavers, backhoe loaders, compactors, cold planers, and other vehicles. Resource Industries segment provides electric rope shovels, draglines, hydraulic shovels and rotary drills. Energy & Transportation segment offers reciprocating engines, generator sets, integrated systems and solutions. Financial Products segment provides operating and finance leases, installment sale contracts, working capital loans, and wholesale financing plans.
Headcount
109.1K
HQ Base
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Dates updated upon official exchange announcement.
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X-AXIS: EV/EBITDA (LOWER = CHEAPER) | Y-AXIS: ROE (HIGHER = ELITE) | RED CIRCLE = CAT ANALYSIS TARGET
| Stock | Rating | Score▼ | Quality | Value | Momentum | P/E | EV/EBITDA | ROE | ROA | Gross Mgn | Op Mgn | Net Mgn | Rev Growth | Div Yield | D/E | Mkt Cap | AUDIT |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
$UL UNILEVER PLC | 78 | 96 | 98 | 59 | - | - | 28.5% | 8.0% | 100.0% | 100.0% | 10.4% | -4.6% | 3.3% | 0.0x | $141.8B | VS | |
$ASML ASML HOLDING NV | 77 | 89 | 86 | 83 | - | - | 46.1% | 16.6% | 51.3% | 31.9% | 26.8% | -4.0% | 1.0% | 25.0x | $272.1B | VS | |
$ESLT ELBIT SYSTEMS LTD | 76 | 81 | 87 | 85 | - | - | 10.3% | 3.1% | 24.1% | 7.2% | 4.7% | 14.3% | 0.8% | 25.0x | $11.4B | VS | |
$MT ArcelorMittal | 75 | 71 | 98 | 85 | - | - | 2.2% | 1.5% | 9.3% | 5.3% | 2.2% | -8.5% | 2.2% | 16.0x | $18.9B | VS | |
$AMAT APPLIED MATERIALS INC /DE | 75 | 85 | 87 | 84 | 20.9x | 13.6x | 35.5% | 19.8% | 48.7% | 29.2% | 24.7% | 4.4% | 0.8% | 32.0x | $181.9B | VS | |
$SIMO Silicon Motion Technology CORP | 75 | 84 | 86 | 85 | - | - | 11.8% | 8.8% | 45.9% | 11.3% | 11.1% | 25.7% | 3.7% | 0.0x | $1.8B | VS | |
$CODA Coda Octopus Group, Inc. | 74 | 83 | 90 | 79 | 16.3x | 11.9x | 7.6% | 7.0% | 66.5% | 17.1% | 15.6% | 39.0% | 0.0% | 0.0x | $115M | VS | |
$GSK GSK plc | 74 | 84 | 90 | 70 | - | - | 22.6% | 4.9% | 71.2% | 12.8% | 9.4% | 1.7% | 5.9% | 124.0x | $72.1B | VS | |
$EFXT Enerflex Ltd. | 74 | 80 | 91 | 83 | - | - | 3.0% | 1.1% | 20.9% | 7.3% | 1.3% | 3.0% | 0.9% | 67.0x | $1.2B | VS | |
$BUD Anheuser-Busch InBev SA/NV | 74 | 84 | 97 | 63 | - | - | 8.2% | 3.5% | 55.3% | 25.9% | 12.4% | 0.7% | 1.7% | 0.0x | $87.0B | VS | |
$CAT CATERPILLAR INC | 66 | 64 | 66 | 82 | 39.5x | 30.4x | 42.0% | 9.1% | 35.8% | 18.1% | 13.9% | 5.7% | 1.2% | 362.0x | $222.9B | ||
| SECTOR BENCH | - | - | - | - | - | 22.3x | 11.5x | -2.5% | -0.1% | 42.5% | 1.3% | -0.2% | 5.9% | 0.0% | 0.2x | - | REF |
CATERPILLAR INC (CAT) receives a "Buy" rating with a composite score of 65.8/100. It ranks #252 out of 7,333 stocks in our coverage universe and carries a 4-star rating. Ratings are driven by a 6-factor quantitative model measuring quality, value, momentum, investment, stability, and short interest.
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YOY expansion rate
Core pricing power
Operating efficiency
Bottom-line conversion
Equity capital efficiency
Asset base utilization
Financial leverage load
Direct cash return
Donald J. Umpleby
Chief Executive Officer
Labor Force
109,100
64
37
76
Audit Verdict: Average governance indicators based on financial metrics.
No recent insider transactions available for CAT
Peoria, Texas
Outperforming peers — winners tend to keep winning over 3-12 months
Trading at a discount to fundamentals — favorable entry valuation
High profitability & efficiency — strong quality floor supports entry
Low volatility — smoother ride and historically better risk-adjusted returns
Moderate investment profile
Top-rated overall — multiple factors aligned for strong entry
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Relative valuation derived from Manufacturing sector benchmarks. Model weights: EV/EBITDA (40%), P/B (35%), P/S (25%). Re-calculated daily.
Projection based on user-defined inputs. Re-calculated daily against current market data.
Reverse DCF Framework — Mauboussin Methodology
Institutional-grade Reverse DCF analysis. This model identifies the growth hurdles embedded in current market prices. When implied growth is significantly lower than historical or projected rates, a margin of safety may exist. Re-audited daily.
No analyst ratings for CAT.
View All RatingsMaterial decline in asset turnover efficiency detected
| Factor | Global | Sector | Tilt |
|---|---|---|---|
| PROFITABILITY | 64 | 65 | -1NEUTRAL |
| MOMENTUM | 82 | 86 | -4NEUTRAL |
| VALUATION | 66 | 55 | +11ALPHA |
| INVESTMENT | 37 | 64 | -27DRAG |
| STABILITY | 76 | 76 | 0NEUTRAL |
| SHORT INT | 59 | 68 | -9DRAG |
Global = full universe. Sector = relative to industry peers. Positive tilt indicates idiosyncratic strength.
ROIC 24.6% vs WACC 8.8% (spread +15.8%)
GM 36% vs sector 43%, OM 18% vs sector 1%
Capital turnover 1.99x, R&D intensity 3.2%
Rev growth 6%, 10yr history
Interest coverage 83.8x, Net debt/EBITDA 3.0x
Composite assessment of profitability, capital efficiency, and financial strength. Top-tier entities demonstrate sustainable cash flow generation and elite competitive moats.
Profit generated per dollar of shareholder equity
Efficiency of asset utilization
Pricing power and cost efficiency
Core business profitability
Bottom-line profitability
The Quality factor evaluates the persistence and magnitude of realized cash flows. Companies with scores >70 exhibit superior pricing power and structural financial resilience through diverse economic regimes.
Our uncertainty rating tracks the predictability of future cash flows and potential for permanent capital loss. Moderate visibility with standard industry cyclicality.
CATERPILLAR INC receives a Buy rating with a composite score of 65.8/100 and 4 out of 5 stars, ranking #252 of 7,333 stocks in our universe. CAT displays a favorable combination of factors that positions it above the majority of the market. While not without risk, the quantitative profile supports a constructive outlook.
With a quality score of 64/100, CAT shows adequate but unremarkable business quality. The company reports a return on equity of 42.0% (sector avg: -2.5%), gross margins of 35.8% (sector avg: 42.5%), net margins of 13.9% (sector avg: -0.2%). This suggests the company generates acceptable returns but may lack the competitive positioning or operational efficiency to stand out from peers.
CAT's value score of 66/100 indicates the stock is fairly valued based on its current fundamentals. Key valuation metrics include a P/E ratio of 39.52x, an EV/EBITDA of 30.37x, a P/B ratio of 16.58x. At this level, neither a clear bargain nor overpriced, the stock's attractiveness depends more on forward growth expectations and qualitative factors.
CATERPILLAR INC's investment score of 37/100 suggests limited reinvestment activity. Key growth metrics include revenue growth of 5.7% vs. a sector average of 5.9% and a return on assets of 9.1% (sector: -0.1%). While this can be positive for mature, cash-generative businesses returning capital to shareholders, it may also signal a lack of growth opportunities or management conservatism.
CAT shows strong momentum characteristics with a score of 82/100. The stock has been trending above key moving averages, indicating solid demand from institutional buyers. Revenue growth stands at 5.7% year-over-year, while a beta of 1.17 reflects its sensitivity to broader market moves. This level of momentum typically signals sustained investor confidence and favorable near-term price action.
CAT shows good financial stability with a score of 76/100. Key stability metrics include a beta of 1.17 and a debt-to-equity ratio of 362.00x (sector avg: 0.2x). This suggests manageable leverage and moderate price volatility, making it appropriate for investors seeking a balance between growth potential and capital preservation.
The short interest score of 59/100 for CAT suggests somewhat elevated bearish positioning by institutional traders. Specific risk factors include elevated leverage (D/E: 362.00x). With a $222.9B market cap (mega-cap), CATERPILLAR INC may experience above-average volatility. Investors should consider whether the short thesis has merit or if it creates a potential short-squeeze opportunity.
CAT offers a modest dividend yield of 1.2%. While the income contribution is relatively small, even a small dividend signals management's commitment to shareholder returns and can serve as a signal of financial discipline.
CATERPILLAR INC is a mega-cap company in the Manufacturing sector, ranked #0 of 50 in its sector (100th percentile) and #252 of 7,333 overall (97th percentile). Key comparisons include ROE of 42.0% exceeding the -2.5% sector median and operating margins of 18.1% above the 1.3% sector average. This top-quartile standing reflects exceptional competitive strength relative to Manufacturing peers.
Quant Factor Profile
Key factor gap
Momentum (82) vs Investment (37) — closing this gap could shift the rating.
EV/EBITDA 165% ABOVE SECTOR MEDIAN
ROE 1792% BELOW SECTOR MEDIAN
Gross Margin 16% BELOW SECTOR MEDIAN
AUDIT DATA AS OF SEP 30, 2025 (Q2 FY2025)
We rate CATERPILLAR INC (CAT) as a Buy with a composite score of 65.8/100 at a current price of $767.52. The stock scores above average across the majority of our six quantitative factors and ranks #252 out of 7,333 stocks in our universe, reflecting a favorable risk-reward profile.
The rating is primarily driven by strength in momentum (82th percentile) and stability (76th percentile), which together account for the majority of the composite score. Offsetting weakness in investment (37th percentile) and quality (64th percentile) tempers our overall conviction. We assign a Narrow Moat rating (57/100), High uncertainty, and Poor capital allocation.
Key items to watch: balance sheet deleveraging progress. Any material change in these dynamics could warrant a reassessment of our rating. The moat trend is stable, which suggests the competitive landscape is stable for now.
CATERPILLAR INC holds a top-quartile position (#0 of 50) within the Manufacturing sector, based on our composite quantitative scoring across quality, value, momentum, and stability factors. The composite score of 65.8/100 places it at rank #252 in our full 7,333-stock universe. As a mega-cap company with a $222.9B market capitalization, CATERPILLAR INC benefits from significant scale, distribution networks, and brand recognition that smaller competitors cannot easily replicate.
The outlook is moderately positive, with revenue expanding at 6% and favorable momentum (82th percentile) reflecting constructive market sentiment. The business shows steady execution, though the growth rate is below the levels typically associated with high-conviction growth stories. Momentum confirmation provides support for the current price level.
The margin cascade tells an important story: gross margins of 36% (-6.7pp vs sector) narrow to operating margins of 18% (+16.8pp vs sector) and net margins of 13.9%, yielding a gross-to-net conversion rate of 39%. This efficient conversion suggests well-controlled operating costs and limited margin leakage between the gross and net levels.
At a current price of $767.52, CATERPILLAR INC is trading near fair value based on current fundamentals. Our value factor score of 66/100 reflects a composite assessment across multiple valuation metrics including price-to-earnings, price-to-book, EV/EBITDA, and price-to-sales ratios relative to both sector peers and the broader market. Valuation metrics are mixed, with no strong signal of mispricing in either direction.
The stock currently trades at a P/E of 39.5x (a 78% premium to the sector median of 22.3x), EV/EBITDA of 30.4x (at a premium), P/B of 16.6x, P/S of 5.5x. The above-sector P/E multiple suggests the market is pricing in superior growth or quality, which our analysis partially supports given strong quality metrics.
The stock's Buy rating (composite score 65.8/100) reflects broad-based quantitative strength, placing it in the top 20% of our 7,333-stock universe.
Returns on equity of 42.0% exceed the cost of equity for most companies, indicating genuine shareholder value creation and a reinvestment engine that compounds wealth over time.
A value factor score of 66/100 suggests the market is underpricing these fundamentals, creating a potential margin of safety for new investors.
Positive momentum (82th percentile) indicates institutional accumulation and favorable technical dynamics that tend to persist in the intermediate term.
Return on assets of 9.1% indicates efficient deployment of the full asset base, not just equity capital.
A P/E of 39.5x leaves little room for execution misses — any earnings disappointment could trigger a sharp multiple compression.
We assign a High uncertainty rating to CATERPILLAR INC. Key risk factors include significant leverage (362% debt-to-equity). The wide range of potential outcomes widens our fair value estimate and increases the possibility of permanent capital impairment. Investors considering this name should size positions accordingly and demand a meaningful margin of safety before initiating.
Specific risk factors that inform our assessment include: significant leverage (362% debt-to-equity). Each of these factors independently widens the distribution of potential outcomes, and in combination they create a risk profile that demands careful position sizing. The stability factor at the 76th percentile and quality factor at the 64th percentile provide a quantitative summary of the overall risk landscape.
Key risk mitigants include: above-average stability (76th percentile) suggests predictable business dynamics; large-cap scale ($222.9B) provides resilience. These factors partially offset the identified risks and provide downside protection in adverse scenarios. On balance, the risk-reward profile warrants caution and disciplined position management.
We rate CATERPILLAR INC's capital allocation as Poor. Key concerns include elevated leverage (362% D/E). Exemplary capital allocators generate ROE above 20% and maintain conservative leverage — CATERPILLAR INC significantly underperforms these benchmarks, raising questions about management's ability to create shareholder value.
Investors should scrutinize management's reinvestment decisions and balance sheet trajectory before committing capital. Poor capital allocation often compounds over time: overlevered balance sheets limit strategic flexibility, while low returns on capital destroy shareholder value. We would need to see sustained improvement in profitability metrics and balance sheet discipline before considering an upgrade.
In summary, CATERPILLAR INC receives a Buy rating with a composite score of 65.8/100 (rank #252 of 7,333). Our quantitative framework assigns a Narrow Moat (57/100, trend: stable), High uncertainty, and Poor capital allocation. The average factor score across quality, value, momentum, stability, and investment is 65/100.
Our analysis supports a constructive view on CATERPILLAR INC. The combination of identifiable competitive advantages, high uncertainty, and poor capital allocation creates a risk-reward profile that favors accumulation at current levels. We recommend investors consider adding this name to portfolios aligned with the stock's risk profile.
Analysis derived from Blank Capital Research quantitative terminal. For informational purposes only. No trade solicitation. Past performance not indicative of future results. Consult a qualified advisor.
We assign CATERPILLAR INC a Narrow Moat rating with a composite moat score of 57/100. The ROIC-WACC spread of +15.8% is the primary signal of economic value creation. The company possesses identifiable competitive advantages, though they are less entrenched than those of wide-moat peers. Our analysis indicates that CATERPILLAR INC can sustain above-average returns on invested capital for at least 10 years, with the strongest contributor being financial resilience at 14.9/20.
The strongest moat sources are financial resilience (14.9/20) and margin superiority (14.1/20). Interest coverage 83.8x, Net debt/EBITDA 3.0x. GM 36% vs sector 43%, OM 18% vs sector 1%. These pillars form the core of CATERPILLAR INC's competitive identity and are the primary drivers of excess returns in our framework.
Areas of relative weakness include reinvestment efficiency (4.7/20) and growth durability (10.2/20). Capital turnover 1.99x, R&D intensity 3.2%. Improvement in these areas could meaningfully widen the moat over time, while deterioration would be an early warning of competitive erosion.
Our moat trend assessment is Stable. Multi-year ROIC and operating margin trajectories show neither meaningful improvement nor deterioration, suggesting the competitive position is steady. We expect CATERPILLAR INC's moat profile to remain largely unchanged absent a material shift in return on capital or industry dynamics.
Key profit drivers include gross margins of 36% providing a solid profitability foundation, operating margins of 18% reflecting effective cost management, moderate revenue growth of 6%. The margin cascade from 36% gross to 18% operating to 13.9% net reveals the company's cost structure and reinvestment intensity. Our analysis indicates that the profit engine is high-quality and likely sustainable, with the quality factor at the 64th percentile.
The margin profile shows gross margins of 36%, operating margins of 18%, net margins of 13.9%. Return metrics include ROE of 42.0% and ROA of 9.1%. Relative to the Manufacturing sector, gross margins are 6.7 percentage points below the sector median of 43%, and ROE of 42.0% compares to a sector median of -2.5%.
The balance sheet reflects high leverage with D/E of 362%, which may limit financial flexibility, a dividend yield of 1.21%, revenue growth of 6%. The sector median D/E is 0%, putting CATERPILLAR INC at higher leverage than the typical peer. Elevated leverage in combination with the current margin profile warrants close monitoring for any deterioration in debt-servicing capacity.
Elevated leverage (362% D/E) amplifies downside risk and limits management's financial flexibility in adverse scenarios.
Above 50MA
37.18%
Net New Highs
+51081

About CATERPILLAR INC Caterpillar Inc. manufactures and sells construction and mining equipment, diesel and natural gas engines, and industrial gas turbines worldwide. Its Construction Industries segment offers asphalt pavers, backhoe loaders, compactors, cold planers, compact track and multi-terrain loaders, excavators, motorgraders, pipelayers, road reclaimers, site prep tractors, skid steer loaders, telehandlers, and utility vehicles; mini, small, medium, and large excavators; compact, small
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