Value
6.1/10data confidence 100%| Component | Sub-score |
|---|---|
| P/E | 5.4 |
| P/S | 7.9 |
| EV/EBITDA | 0.9 |
| Fwd P/E | 6.8 |
| PEG | 6.9 |
| Analyst target | 7.5 |
- ▸Forward P/E: 18.7x
- ▸PEG: 1.02
CAT · Why this verdict
Why Caterpillar (CAT) is rated SELL
Updated
Model-generated analysis — not investment advice. Not a registered investment advisor. Past performance does not guarantee future results. How we score · Editorial policy
Show full disclosure ▾Hide full disclosure ▴
About TrendMatrix. TrendMatrix is a publisher of general securities research and market commentary. We publish on a regular schedule. All content is the same for every subscriber in a tier — we do not provide personalized investment advice and we do not take into account any individual subscriber's financial situation, investment objectives, risk tolerance, tax situation, or holdings.
Not investment advice. TrendMatrix is not a registered investment adviser. Our content is for informational and educational purposes only. Consult your own licensed investment adviser, broker, or tax professional before making any investment decision.
Conflicts and positions. People who build TrendMatrix, or entities they control, may hold positions, long or short, in securities it covers, and may trade them at any time. Positions are not disclosed individually. Verdicts are generated by an automated model applied by the same rules to every covered stock, and are not adjusted for any position held by the people who build TrendMatrix. We do not accept payment from issuers for coverage.
No paid promotion. TrendMatrix does not accept payment from any issuer, broker, or third party in exchange for coverage of any security.
No fiduciary duty. No fiduciary, advisory, or agency relationship is created between you and TrendMatrix by reading our content or subscribing to our service.
Performance. Past performance is not indicative of future results. Performance figures reflect the published model only and do not reflect any individual subscriber's actual results.
VerdictSELL
Overall score5.9/10
ConfidenceHIGH
MacroRISK_OFF
TrendMatrix Research · core thesis
Engine thesis — one sentence
Caterpillar has a perfect four-quarter earnings beat streak and 27.4% analyst upside, but a deeply oversold stock (RSI 16, 42% drawdown) with heavy leverage and weak cash conversion makes it speculative.
Falsifiable statement — pillar-level invalidators below. Engine-derived; not personalized advice.
Thesis pillars
| Pillar | Expectation | Trend |
|---|---|---|
Caterpillar shows an excellent 56% ROE and best-in-class margins versus peers, with an improving quality rank. Quality breakdown | ROE stays above 40% and operating margin holds near 15% through the cycle. | ↓Deteriorating |
| CounterA high ROE is inflated by leverage (D/E 2.1), and cyclical equipment demand could compress margins quickly. | ||
Caterpillar has beaten EPS estimates four quarters in a row, with an average surprise of 15.75%. Earnings track record | EPS continues to beat consensus in at least 3 of the next 4 quarters. | →Stable |
| CounterEarlier history included three misses in 2024-2025, and the latest beat was only 2.37%, suggesting the surprise cushion is shrinking. | ||
The price of $622.75 is 27.4% below the $793.31 analyst target, and oversold readings (RSI 16, near the lower Bollinger band) point to a bounce setup. Upside pct | The stock recovers a meaningful part of its drawdown toward the analyst target over 12 months. | ↓Deteriorating |
| CounterA 42% drawdown with capitulation risk and falling on-balance volume can signal real deterioration, not a temporary dip, and analyst targets often lag. | ||
Earnings quality is a red flag, with free cash flow at only 35% of net income and a leverage penalty from D/E of 2.1. Fcf quality | Free cash flow to net income improves above 60% as working capital normalizes. | ↓Deteriorating |
| CounterPersistently low cash conversion alongside high debt would strain dividend safety (scored 5.2) and balance-sheet flexibility in a downturn. | ||
Insiders sold about $26.2M over 90 days across 14 sales with no buys, a bearish signal, though only 0.009% of market cap. Insider transaction read | Insider selling fades and net sales stay under $10M per 90 days. | →Stable |
| CounterThe selling is immaterial relative to market cap and may reflect routine compensation sales rather than a negative view. | ||
Caterpillar shows an excellent 56% ROE and best-in-class margins versus peers, with an improving quality rank.
↓DeterioratingQuality breakdown
- Expectation
- ROE stays above 40% and operating margin holds near 15% through the cycle.
CounterA high ROE is inflated by leverage (D/E 2.1), and cyclical equipment demand could compress margins quickly.
Caterpillar has beaten EPS estimates four quarters in a row, with an average surprise of 15.75%.
→StableEarnings track record
- Expectation
- EPS continues to beat consensus in at least 3 of the next 4 quarters.
CounterEarlier history included three misses in 2024-2025, and the latest beat was only 2.37%, suggesting the surprise cushion is shrinking.
The price of $622.75 is 27.4% below the $793.31 analyst target, and oversold readings (RSI 16, near the lower Bollinger band) point to a bounce setup.
↓DeterioratingUpside pct
- Expectation
- The stock recovers a meaningful part of its drawdown toward the analyst target over 12 months.
CounterA 42% drawdown with capitulation risk and falling on-balance volume can signal real deterioration, not a temporary dip, and analyst targets often lag.
Earnings quality is a red flag, with free cash flow at only 35% of net income and a leverage penalty from D/E of 2.1.
↓DeterioratingFcf quality
- Expectation
- Free cash flow to net income improves above 60% as working capital normalizes.
CounterPersistently low cash conversion alongside high debt would strain dividend safety (scored 5.2) and balance-sheet flexibility in a downturn.
Insiders sold about $26.2M over 90 days across 14 sales with no buys, a bearish signal, though only 0.009% of market cap.
→StableInsider transaction read
- Expectation
- Insider selling fades and net sales stay under $10M per 90 days.
CounterThe selling is immaterial relative to market cap and may reflect routine compensation sales rather than a negative view.
Per-dimension breakdown
Quality
6.0/10data confidence 100%| Component | Sub-score |
|---|---|
| ROE | 10.0 |
| ROA | 6.1 |
| Gross margin | 1.9 |
| Op margin | 7.5 |
| Net margin | 7.6 |
| Current ratio | 5.3 |
| FCF quality | 2.7 |
| Moat | 6.0 |
| Piotroski F | 6.7 |
- ▸Excellent ROE: 56%
- ▸Strong margins: 15%
- ▸Earnings quality RED FLAG: 34% FCF/NI
Growth
8.4/10data confidence 67%| Component | Sub-score |
|---|---|
| Rev growth | 6.8 |
| EPS growth | 10.0 |
Momentum
3.3/10data confidence 100%| Component | Sub-score |
|---|---|
| RSI | 3.5 |
| MACD | 0.0 |
| OBV | 10.0 |
| MA position | 2.2 |
| Volume | 1.0 |
- ▸Volume accumulation (rising OBV)
- ▸Below 200-MA but MA still rising (+1.8%/30d) — pullback in uptrend, not confirmed weakness
Sentiment
7.2/10data confidence 100%| Component | Sub-score |
|---|---|
| LLM sentiment | 5.3 |
| Analyst rating | 7.5 |
| Price target | 9.0 |
- ▸Analyst upside: 36%
Insider
5.0/10data confidence 50%| Component | Sub-score |
|---|---|
| materiality | 5.0 |
| holder change | 5.0 |
- ▸Insider selling (low materiality) — $25,591,374 (0.009% of mkt cap)
Peer rank
4.7/10data confidence 80%| Component | Sub-score |
|---|---|
| value rank | 3.1 |
| quality rank | 8.9 |
| growth rank | 5.6 |
- ▸Superior ROE vs peers
- ▸Best-in-class margins
Technical
5.3/10data confidence 100%| Component | Sub-score |
|---|---|
| bollinger | 6.8 |
| support resistance | 7.2 |
| 52w position | 1.3 |
| gap | 6.0 |
Risk (lower is worse)
4.4/10data confidence 100%| Component | Sub-score |
|---|---|
| short interest | 9.0 |
| days to cover | 8.1 |
| volatility | 0.0 |
| put call | 3.0 |
| implied vol | 4.7 |
| max pain risk | 3.0 |
| beta | 4.5 |
| debt equity | 2.9 |
- ▸Elevated put/call: 1.56
- ▸Above max pain $495
Catalyst
7.2/10data confidence 100%| Component | Sub-score |
|---|---|
| erm | 5.0 |
| earnings history | 10.0 |
| earnings timing | 5.0 |
| surprise avg | 10.0 |
| dividend safety | 5.2 |
| news activity | 8.0 |
- ▸Perfect beat streak: 4Q
How the verdict was assembled
Engine trigger
Multiple concerning factors. Consider reducing position.
Engine technical detail
verdict_path:
L4:PATH_F_SELLPassed (5)
- ASYMMETRY:2.2>=1.5
- INSIDER:OK
- EARNINGS_PROXIMITY:82d clear
- SEMI_CYCLE_PEAK:CLEAR
- MATERIALS_CYCLE_PEAK:CLEAR
Failed (1)
- MOMENTUM:3.3<4.5
Warning (1)
- 8K_CSUITE_CHANGE:5.02 (officer departure/appointment)
Reward-to-Risk
2.17
Upside
+22.4%
Downside
10.4%
Sizing output
AVOID
Setup— — No clear chart pattern; technical signals are mixed
EdgeNo clear edge — No clear edge identified
SuitabilitySpeculative — Drawdown -43% (>40% off 52w high)
Investment implication
The F-path SELL output reflects an overall score of 3.7 below the 5.6 soft trigger — multiple weakening dimensions accumulated rather than a single hard-floor breach. The strongest dimension ( Growth at 8.4) was not enough to lift the adjusted overall above the threshold. Co-occurring failed gates ( MOMENTUM:3.3<4.5) reinforce the read. Current asymmetry R:R is 2.17 — supplementary context, not the trigger for this path.
The strongest dimensions are Growth at 8.4, Sentiment at 7.2, and Catalyst at 7.2; the weakest are Momentum at 3.3, Risk (lower is worse) at 4.4, and Peer rank at 4.7. The V9 engine flagged 1 failed gate with 1 warning, producing an asymmetric reward-to-risk of 2.17 and an engine sizing output of AVOID.
What would invalidate the thesis
Falsifying conditions — when triggered, the corresponding pillar's thesis is invalidated.
- P1Earnings Beat Streak
Trip ifEPS surprise stays below 0% for 2 consecutive quarters.
- P2Analyst Upside Oversold Setup
Trip ifUpside to the analyst target falls below 10% while RSI stays below 30 for more than 4 weeks.
- P3High Roe Best In Class Margins
Trip ifOperating margin falls below 10% from the current strong levels near 15%.
- P4Weak Cash Conversion Leverage
Trip ifFree cash flow to net income falls below 25% from the current 35%.
- P5Insider Selling Bearish Flow
Trip ifInsider net selling exceeds $50M over 90 days.