Value
3.3/10data confidence 100%| Component | Sub-score |
|---|---|
| P/E | 2.5 |
| P/S | 5.9 |
| EV/EBITDA | 0.0 |
| Fwd P/E | 3.5 |
| PEG | 4.2 |
| Analyst target | 3.0 |
- ▸Forward P/E: 32.7x
- ▸PEG: 2.33
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.
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VerdictSELL
Overall score5.8/10
ConfidenceMEDIUM
MacroNEUTRAL
TrendMatrix Research · core thesis
Engine thesis — one sentence
Three consecutive earnings beats and 22% year-over-year revenue growth demonstrate strong operational momentum, but the stock's 30.5x forward earnings multiple and just 1.3% headroom to the analyst target leave the risk/reward unfavorably skewed at 0.21-to-1; the current configuration favors patience over adding new exposure.
Falsifiable statement — pillar-level invalidators below. Engine-derived; not personalized advice.
Thesis pillars
| Pillar | Expectation | Trend |
|---|---|---|
Caterpillar has delivered three consecutive earnings beats in the most recent three quarters—with positive surprises of 19.6%, 9.51%, and 9.43%—after a miss in the August 2025 quarter; the pattern of consistently under-promising and over-delivering suggests consensus estimates have been set conservatively relative to actual results. An average four-quarter surprise of roughly 9% reinforces that the earnings model has persistently lagged reality. Earnings | Earnings beats continue, with at least three of the next four quarters recording positive EPS surprises; consensus estimates are revised upward following continued outperformance. | →Stable |
| CounterThe August 2025 miss (-3.55% surprise) breaks what would otherwise be a clean four-quarter streak, and the elevated forward multiple of 30.5x means the stock has been priced for continued outperformance; near 52-week highs, the bar for incremental upside surprises is meaningfully higher than it has been. | ||
Revenue has grown 22% year-over-year, a rate that substantially exceeds what a cyclical industrial company typically commands at current valuation levels; if top-line momentum at this pace continues, it provides fundamental support for the elevated multiple. Growth breakdown | Revenue growth remains above 15% year-over-year for at least two consecutive quarters, with earnings estimates revised higher to reflect durable top-line strength. | →Stable |
| CounterThe industrials sector modifier represents a modest headwind, and a cyclically sensitive business generating 22% growth may be near a peak in the demand cycle; if volumes normalize, the elevated forward multiple would compress the margin of safety quickly. | ||
At 30.5x forward earnings with a PEG of 2.15 and only about 1.3% headroom to the analyst-derived target, the stock is priced for a scenario with little room for error; the reward-to-risk ratio of 0.21-to-1 is well below the threshold that makes the geometry actionable, and the asymmetry bar is not met. Price targets | Either the price target is revised materially higher (opening meaningful upside) or the forward multiple compresses to a level where the risk/reward becomes attractive; both remain preconditions for a more constructive stance. | →Stable |
| CounterVolume accumulation (rising on-balance volume) and the stock's position above the 200-day moving average suggest the market is adding exposure despite the full valuation; if institutional buyers continue to accumulate, a premium multiple can be sustained longer than the risk/reward geometry implies. | ||
Free cash flow is 40% of net income, flagged as an earnings quality concern; while not negative, converting less than half of stated earnings to cash limits the capital available for reinvestment or shareholder return and reduces confidence that the headline earnings figure represents fully accessible value. Quality breakdown | FCF-to-net-income conversion rises above 70% over the next four quarters, narrowing the gap between stated and cash earnings. | →Stable |
| CounterA 40% FCF-to-net-income ratio may reflect timing differences rather than a structural quality deficiency; the ROE of 51% and the peer assessment of best-in-class margins provide offsetting quality signals that suggest the earnings profile is not broadly impaired. | ||
Caterpillar has delivered three consecutive earnings beats in the most recent three quarters—with positive surprises of 19.6%, 9.51%, and 9.43%—after a miss in the August 2025 quarter; the pattern of consistently under-promising and over-delivering suggests consensus estimates have been set conservatively relative to actual results. An average four-quarter surprise of roughly 9% reinforces that the earnings model has persistently lagged reality.
→StableEarnings
- Expectation
- Earnings beats continue, with at least three of the next four quarters recording positive EPS surprises; consensus estimates are revised upward following continued outperformance.
CounterThe August 2025 miss (-3.55% surprise) breaks what would otherwise be a clean four-quarter streak, and the elevated forward multiple of 30.5x means the stock has been priced for continued outperformance; near 52-week highs, the bar for incremental upside surprises is meaningfully higher than it has been.
Revenue has grown 22% year-over-year, a rate that substantially exceeds what a cyclical industrial company typically commands at current valuation levels; if top-line momentum at this pace continues, it provides fundamental support for the elevated multiple.
→StableGrowth breakdown
- Expectation
- Revenue growth remains above 15% year-over-year for at least two consecutive quarters, with earnings estimates revised higher to reflect durable top-line strength.
CounterThe industrials sector modifier represents a modest headwind, and a cyclically sensitive business generating 22% growth may be near a peak in the demand cycle; if volumes normalize, the elevated forward multiple would compress the margin of safety quickly.
At 30.5x forward earnings with a PEG of 2.15 and only about 1.3% headroom to the analyst-derived target, the stock is priced for a scenario with little room for error; the reward-to-risk ratio of 0.21-to-1 is well below the threshold that makes the geometry actionable, and the asymmetry bar is not met.
→StablePrice targets
- Expectation
- Either the price target is revised materially higher (opening meaningful upside) or the forward multiple compresses to a level where the risk/reward becomes attractive; both remain preconditions for a more constructive stance.
CounterVolume accumulation (rising on-balance volume) and the stock's position above the 200-day moving average suggest the market is adding exposure despite the full valuation; if institutional buyers continue to accumulate, a premium multiple can be sustained longer than the risk/reward geometry implies.
Free cash flow is 40% of net income, flagged as an earnings quality concern; while not negative, converting less than half of stated earnings to cash limits the capital available for reinvestment or shareholder return and reduces confidence that the headline earnings figure represents fully accessible value.
→StableQuality breakdown
- Expectation
- FCF-to-net-income conversion rises above 70% over the next four quarters, narrowing the gap between stated and cash earnings.
CounterA 40% FCF-to-net-income ratio may reflect timing differences rather than a structural quality deficiency; the ROE of 51% and the peer assessment of best-in-class margins provide offsetting quality signals that suggest the earnings profile is not broadly impaired.
Per-dimension breakdown
Quality
5.8/10data confidence 100%| Component | Sub-score |
|---|---|
| ROE | 10.0 |
| ROA | 5.7 |
| Gross margin | 1.7 |
| Op margin | 7.3 |
| Net margin | 6.7 |
| Current ratio | 5.1 |
| FCF quality | 3.2 |
| Moat | 6.0 |
| Piotroski F | 6.7 |
- ▸Excellent ROE: 51%
- ▸Earnings quality RED FLAG: 40% FCF/NI
Growth
8.0/10data confidence 67%| Component | Sub-score |
|---|---|
| Rev growth | 8.0 |
| EPS growth | 8.0 |
- ▸Strong growth: 22% YoY
Momentum
7.6/10data confidence 100%| Component | Sub-score |
|---|---|
| RSI | 5.0 |
| MACD | 10.0 |
| OBV | 10.0 |
| MA position | 9.0 |
| Volume | 3.9 |
- ▸Volume accumulation (rising OBV)
- ▸Above 200-day MA
Sentiment
6.6/10data confidence 100%| Component | Sub-score |
|---|---|
| LLM sentiment | 7.8 |
| Analyst rating | 7.5 |
| Price target | 4.3 |
- ▸LLM news sentiment: +0.56 (n=5)
Insider
5.0/10data confidence 50%| Component | Sub-score |
|---|---|
| materiality | 5.0 |
| holder change | 5.1 |
- ▸Insider selling (low materiality) — $87,423,434 (0.019% of mkt cap)
Peer rank
5.4/10data confidence 80%| Component | Sub-score |
|---|---|
| value rank | 0.8 |
| quality rank | 8.8 |
| growth rank | 6.9 |
- ▸Superior ROE vs peers
- ▸Best-in-class margins
Technical
4.1/10data confidence 100%| Component | Sub-score |
|---|---|
| bollinger | 1.2 |
| support resistance | 1.7 |
| 52w position | 9.4 |
Risk (lower is worse)
5.6/10data confidence 100%| Component | Sub-score |
|---|---|
| short interest | 9.0 |
| days to cover | 7.8 |
| volatility | 2.7 |
| put call | 7.8 |
| implied vol | 4.4 |
| beta | 4.7 |
| debt equity | 2.7 |
Catalyst
6.4/10data confidence 100%| Component | Sub-score |
|---|---|
| erm | 6.5 |
| earnings history | 6.7 |
| earnings timing | 5.0 |
| surprise avg | 6.8 |
| dividend safety | 5.2 |
| news activity | 8.0 |
- ▸Strong earnings: 3B/1M
- ▸Dividend: 66.0%
How the verdict was assembled
Engine trigger
Multiple concerning factors. Consider reducing position.
Engine technical detail
verdict_path:
L4:PATH_F_SELLPassed (6)
- MOMENTUM:7.6>=5.5
- INSIDER:OK
- NEWS_BOOST:ANALYST:0.80
- EARNINGS_PROXIMITY:40d clear
- SEMI_CYCLE_PEAK:CLEAR
- MATERIALS_CYCLE_PEAK:CLEAR
Failed (1)
- ASYMMETRY:-1.0=NEGATIVE
Warning (1)
- 8K_CSUITE_CHANGE:5.02 (officer departure/appointment)
Reward-to-Risk
-0.99
Upside
-14.1%
Downside
14.2%
Sizing output
AVOID
SetupBREAKOUT — Golden cross, above all MAs, RSI 60, MACD bullish
EdgeNO_EDGE — No clear edge identified
SuitabilityAGGRESSIVE — Beta 1.60>1.3
Investment implication
The F-path SELL output reflects an overall score of 4.3 below the 5.6 soft trigger — multiple weakening dimensions accumulated rather than a single hard-floor breach. The strongest dimension ( Growth at 8.0) was not enough to lift the adjusted overall above the threshold. Co-occurring failed gates ( ASYMMETRY:-1.0=NEGATIVE) reinforce the read. Current asymmetry R:R is -0.99 — supplementary context, not the trigger for this path.
The strongest dimensions are Growth at 8.0, Momentum at 7.6, and Sentiment at 6.6; the weakest are Value at 3.3, Technical at 4.1, and Insider at 5.0. The V9 engine flagged 1 failed gate with 1 warning, producing an asymmetric reward-to-risk of -0.99 and an engine sizing output of AVOID.
What would invalidate the thesis
Falsifying conditions — when triggered, the corresponding pillar's thesis is invalidated.
- P1Caterpillar has delivered three consecutive earnings beats in the most recent three quarters—with positive surprises of 19.6%, 9.51%, and 9.43%—after a miss in the August 2025 quarter; the pattern of consistently under-promising and over-delivering suggests consensus estimates have been set conservatively relative to actual results. An average four-quarter surprise of roughly 9% reinforces that the earnings model has persistently lagged reality.
Trip ifEPS surprise stays below 0% for 2 consecutive quarters.
- P2Revenue has grown 22% year-over-year, a rate that substantially exceeds what a cyclical industrial company typically commands at current valuation levels; if top-line momentum at this pace continues, it provides fundamental support for the elevated multiple.
Trip ifRevenue growth falls below 10% YoY for 2 consecutive quarters.
- P3At 30.5x forward earnings with a PEG of 2.15 and only about 1.3% headroom to the analyst-derived target, the stock is priced for a scenario with little room for error; the reward-to-risk ratio of 0.21-to-1 is well below the threshold that makes the geometry actionable, and the asymmetry bar is not met.
Trip ifForward P/E compresses below 20x from the current 30.5x.
- P4Free cash flow is 40% of net income, flagged as an earnings quality concern; while not negative, converting less than half of stated earnings to cash limits the capital available for reinvestment or shareholder return and reduces confidence that the headline earnings figure represents fully accessible value.
Trip ifFCF-to-net-income ratio rises above 80% for 2 consecutive quarters.