Value
3.5/10data confidence 100%| Component | Sub-score |
|---|---|
| P/E | 3.5 |
| P/S | 5.3 |
| EV/EBITDA | 0.0 |
| Fwd P/E | 4.5 |
| PEG | 4.2 |
| Analyst target | 3.0 |
- ▸Forward P/E: 27.7x
- ▸PEG: 2.31
LIN · Why this verdict
Why Linde (LIN) 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 score5.3/10
ConfidenceMEDIUM
MacroNEUTRAL
Thesis pillars
| Pillar | Expectation | Trend |
|---|---|---|
Operating margins of 20%, a Piotroski F-Score of 8 out of 9, and a peer ranking among the best on profitability confirm a durable, high-quality business with structural cost advantages that have been maintained across economic cycles. Quality breakdown | Operating margins hold above 18% and the Piotroski score stays at 7 or above over the next four quarters, confirming the quality profile is stable and not eroding. | →Stable |
| CounterFree cash flow converts at only 66% of net income — noted as a quality warning — suggesting the headline margin quality overstates the true earnings power available to shareholders; if this gap does not narrow, the premium multiple may not be fully justified. | ||
At a forward P/E of 26.5x and a PEG of 2.21, the shares screen expensive relative to their growth rate, and the current price has already moved past the near-term resistance target — the reward-to-risk geometry is unfavorable with downside to support exceeding any remaining upside. Bear case | The forward P/E compresses below 22x — either through price weakness or earnings acceleration — restoring a more reasonable entry point and improving the reward-to-risk ratio above 1.5-to-1. | →Stable |
| CounterA high-quality franchise with a perfect earnings beat streak and best-in-class margins can sustain an above-market multiple for extended periods; if earnings growth accelerates, the PEG compresses naturally without the stock needing to fall. | ||
Despite a bullish price setup — above the 200-day moving average with a golden cross and constructive MACD — on-balance volume is falling, indicating that selling activity is accelerating into the strength; this divergence between price and volume often precedes a stall or price pullback. Momentum breakdown | On-balance volume turns positive and rises for 4 consecutive weeks, aligning volume momentum with the price breakout and confirming that buyers are absorbing supply at elevated levels. | →Stable |
| CounterVolume distribution at or near a 52-week high may simply reflect profit-taking by long-term holders rather than institutional distribution; in a structurally strong business, price can sustain above resistance even when near-term volume is not fully supportive. | ||
The company has delivered four consecutive quarterly earnings beats with an average positive surprise of 1.0% — a pattern of consistently under-promising and over-delivering that reflects disciplined guidance and operational stability across a full year of reporting. Earnings | The beat streak extends to six or more consecutive quarters and the average positive surprise stays above 1%, confirming that execution consistency is a durable feature rather than a temporary run. | →Stable |
| CounterThe magnitude of each beat is very narrow — all four came in between 0.5% and 1.4% above consensus — suggesting the company may be managing tightly to a target number; any material cost or demand shock could break the streak without the underlying business having meaningfully changed. | ||
Operating margins of 20%, a Piotroski F-Score of 8 out of 9, and a peer ranking among the best on profitability confirm a durable, high-quality business with structural cost advantages that have been maintained across economic cycles.
→StableQuality breakdown
- Expectation
- Operating margins hold above 18% and the Piotroski score stays at 7 or above over the next four quarters, confirming the quality profile is stable and not eroding.
CounterFree cash flow converts at only 66% of net income — noted as a quality warning — suggesting the headline margin quality overstates the true earnings power available to shareholders; if this gap does not narrow, the premium multiple may not be fully justified.
At a forward P/E of 26.5x and a PEG of 2.21, the shares screen expensive relative to their growth rate, and the current price has already moved past the near-term resistance target — the reward-to-risk geometry is unfavorable with downside to support exceeding any remaining upside.
→StableBear case
- Expectation
- The forward P/E compresses below 22x — either through price weakness or earnings acceleration — restoring a more reasonable entry point and improving the reward-to-risk ratio above 1.5-to-1.
CounterA high-quality franchise with a perfect earnings beat streak and best-in-class margins can sustain an above-market multiple for extended periods; if earnings growth accelerates, the PEG compresses naturally without the stock needing to fall.
Despite a bullish price setup — above the 200-day moving average with a golden cross and constructive MACD — on-balance volume is falling, indicating that selling activity is accelerating into the strength; this divergence between price and volume often precedes a stall or price pullback.
→StableMomentum breakdown
- Expectation
- On-balance volume turns positive and rises for 4 consecutive weeks, aligning volume momentum with the price breakout and confirming that buyers are absorbing supply at elevated levels.
CounterVolume distribution at or near a 52-week high may simply reflect profit-taking by long-term holders rather than institutional distribution; in a structurally strong business, price can sustain above resistance even when near-term volume is not fully supportive.
The company has delivered four consecutive quarterly earnings beats with an average positive surprise of 1.0% — a pattern of consistently under-promising and over-delivering that reflects disciplined guidance and operational stability across a full year of reporting.
→StableEarnings
- Expectation
- The beat streak extends to six or more consecutive quarters and the average positive surprise stays above 1%, confirming that execution consistency is a durable feature rather than a temporary run.
CounterThe magnitude of each beat is very narrow — all four came in between 0.5% and 1.4% above consensus — suggesting the company may be managing tightly to a target number; any material cost or demand shock could break the streak without the underlying business having meaningfully changed.
TrendMatrix Research · core thesis
Engine thesis — one sentence
Linde is a best-in-class industrial franchise with four consecutive earnings beats and operating margins of 20%, but the share price has already moved past the near-term resistance target, the forward P/E of 26.5x screens expensive relative to a PEG of 2.21, and falling volume into the breakout signals that the current setup favors trimming or standing aside rather than adding exposure.
Falsifiable statement — pillar-level invalidators below. Engine-derived; not personalized advice.
Per-dimension breakdown
Quality
6.7/10data confidence 100%| Component | Sub-score |
|---|---|
| ROE | 6.1 |
| ROA | 4.8 |
| Gross margin | 5.8 |
| Op margin | 10.0 |
| Net margin | 10.0 |
| Current ratio | 3.3 |
| FCF quality | 5.1 |
| Moat | 6.2 |
| Piotroski F | 8.9 |
- ▸Strong margins: 20%
- ▸Earnings quality warning: 66% FCF/NI
- ▸Strong Piotroski F-Score: 8/9
Growth
4.6/10data confidence 67%| Component | Sub-score |
|---|---|
| Rev growth | 4.5 |
| EPS growth | 4.7 |
Momentum
7.3/10data confidence 100%| Component | Sub-score |
|---|---|
| RSI | 5.0 |
| MACD | 10.0 |
| OBV | 10.0 |
| MA position | 9.0 |
| Volume | 2.4 |
- ▸Volume accumulation (rising OBV)
- ▸Above 200-day MA
Sentiment
6.0/10data confidence 100%| Component | Sub-score |
|---|---|
| Analyst rating | 7.5 |
| Price target | 5.0 |
| erm sentiment | 5.0 |
Insider
5.0/10data confidence 50%| Component | Sub-score |
|---|---|
| materiality | 5.0 |
| holder change | 5.1 |
- ▸Negligible insider selling — $2,642,909 (0.001% of mkt cap)
Peer rank
4.1/10data confidence 80%| Component | Sub-score |
|---|---|
| value rank | 1.6 |
| quality rank | 8.7 |
| growth rank | 6.0 |
- ▸Best-in-class margins
Technical
3.4/10data confidence 100%| Component | Sub-score |
|---|---|
| bollinger | 0.0 |
| support resistance | 0.1 |
| 52w position | 10.0 |
Risk (lower is worse)
7.0/10data confidence 100%| Component | Sub-score |
|---|---|
| short interest | 9.2 |
| days to cover | 7.6 |
| volatility | 7.2 |
| put call | 2.7 |
| implied vol | 6.7 |
| beta | 8.7 |
| debt equity | 7.1 |
- ▸Elevated put/call: 1.59
Catalyst
5.6/10data confidence 100%| Component | Sub-score |
|---|---|
| erm | 5.0 |
| earnings history | 10.0 |
| earnings timing | 5.0 |
| surprise avg | 3.0 |
| dividend safety | 4.8 |
- ▸Perfect beat streak: 4Q
- ▸Yield trap warning: high yield but unsafe
How the verdict was assembled
Engine trigger
Multiple concerning factors. Consider reducing position.
Engine technical detail
verdict_path:
L4:PATH_F_SELLPassed (7)
- MOMENTUM:7.3>=5.5
- INSIDER:OK
- 8K:CLEAN
- NEWS_EVENTS:NONE_RECENT
- EARNINGS_PROXIMITY:27d clear
- SEMI_CYCLE_PEAK:CLEAR
- MATERIALS_CYCLE_PEAK:CLEAR
Failed (1)
- ASYMMETRY:-1.2=NEGATIVE
Warning (0)
none
Reward-to-Risk
-1.18
Upside
-10.1%
Downside
8.5%
Sizing output
AVOID
SetupBreakout — Golden cross, above all MAs, RSI 68, MACD bullish
EdgeCatalyst-Driven — Earnings in 27d with 4/4 beat streak
SuitabilityModerate — Balanced profile
Investment implication
The F-path SELL output reflects an overall score of 5.3 below the 5.6 soft trigger — multiple weakening dimensions accumulated rather than a single hard-floor breach. The strongest dimension ( Momentum at 7.3) was not enough to lift the adjusted overall above the threshold. Co-occurring failed gates ( ASYMMETRY:-1.2=NEGATIVE) reinforce the read. Current asymmetry R:R is -1.18 — supplementary context, not the trigger for this path.
The strongest dimensions are Momentum at 7.3, Risk (lower is worse) at 7.0, and Quality at 6.7; the weakest are Technical at 3.4, Value at 3.5, and Peer rank at 4.1. The V9 engine flagged 1 failed gate, producing an asymmetric reward-to-risk of -1.18 and an engine sizing output of AVOID.
What would invalidate the thesis
Falsifying conditions — when triggered, the corresponding pillar's thesis is invalidated.
- P1Perfect Four Quarter Beat Streak
Trip ifAverage quarterly EPS surprise falls below 0% for 2 consecutive quarters, breaking the consistent beat pattern.
- P2Best In Class Margins And Quality
Trip ifOperating margins compress below 15% for 2 consecutive quarters.
- P3Expensive Valuation Price Past Target
Trip ifForward P/E multiple compresses below 22x, restoring a more attractive valuation entry point.
- P4Volume Distribution Into Breakout
Trip ifOn-balance volume rises above its prior 4-week average for 4 consecutive weeks, confirming volume accumulation behind the breakout.