Oversold

CAT

Valuation18/ 100
Cash flow & growth67/ 100
Upside potential41/ 100
Risk potential29/ 100

CAT's valuation is expensive, fundamentals are above averages and forward estimates point to improving growth and profitability.

Score change since last week

The score fell 1 point, mainly due to valuation and price changes. Price rose 1.7%, from $800.25 to $813.94. Reported EPS was unchanged, so the higher price reduced valuation support.

The comparison uses the same available inputs on both dates. Displayed changes are rounded to whole points.

Valuation

Historical cheapness: current PE is 35.2× versus the full-history median of 17.2× shown in the valuation table, producing 13.9/100. Positive weekly observations receive equal weight; lower past EPS alone does not disqualify them.

Outlook-adjusted valuation: 17.5/100. The model applies a 28.6% earnings-growth assumption and a 10% annual return hurdle, with positive credit limited by evidence coverage and confidence.

Forward price scenarios use recent PE history separately. Recent history has a separately weighted median of 19.4× (18-month half-life). The favorable scenario uses 30.5× PE and $32.2 projected EPS, informed by growth, margins and earnings-quality checks. This is a model scenario, not an analyst target. A return to the full-history median is not assumed.

Cash flow & growth

Business trends are strong. Over the past year: revenue +18.4%, earnings +18.3%, operating margin -0.8 percentage points. Free cash flow is 12% of revenue. The business score is 67.4/100. Growth, margins and cash generation drive the score. Missing or older data receives less weight.

Favorable scenario

Stronger earnings and valuation could support a higher share price.

Our favorable case uses $32.19 of EPS and a 30.5× PE, suggesting a share price of about $983.33. Valuation history and outlook inform the PE.

The displayed favorable scenario is 20.1% upside, or about $983.10.

This is a scenario based on our model, not a forecast or probability.

Downside scenario

Weaker than expected earnings could put pressure on the share price.

Our downside case uses $20.24 of EPS and a 28.7× PE, suggesting a share price of about $580.07 — 29% below today’s price. Valuation history and outlook inform the PE.

This is a scenario based on our model, not a forecast or probability.

CAT vs Historical averages

MetricCurrentAverageRelative
PE35x21x68% higher
PE percentile885077% higher
EPS$23.25$15.0455% higher
FCF$9B$6.8B32% higher
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CAT’s earnings and cash flow are above their historical averages, while its earnings multiple is higher.

CAT Forward outlook

MetricOutlook
Forward valuationImproving
Forward earningsStrong growth
Forward revenueGrowth
Forward profitabilityExpanding
Analyst coverageModerate
Estimate dispersionModerate

CAT’s outlook is generally improving, with growth expectations supporting the valuation case.

CAT PE Valuation

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This table applies CAT's historical price-to-earnings (PE) landmarks to current earnings. The implied prices are valuation scenarios, not price forecasts or targets.

CAT Earnings Per Share

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This chart tracks CAT's trailing twelve-month diluted earnings per share, calculated from four consecutive reported quarters to reduce seasonal noise.

CAT Quarterly Revenue

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This chart tracks CAT's quarterly revenue over time and shows how sales are changing from year to year.

CAT Free Cash Flow

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This chart tracks CAT's free cash flow over time, showing whether the business is consistently generating cash after operating costs and capital spending.

CAT Total Shares

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This chart tracks changes in CAT's diluted share count. A rising count can dilute existing owners, while a falling count often reflects share repurchases.

CAT Net Leverage

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Quarterly Net Leverage uses the last 12 months of EBITDA. A falling multiple generally indicates less debt relative to earnings capacity. Negative values mean net cash; missing data or nonpositive LTM EBITDA are N/A. The table shows each period’s Net Leverage and status.

CAT PE vs Industrials Sector

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This chart compares CAT's price-to-earnings (PE) ratio with the Industrials sector average. A discount or premium can reflect differences in expected growth, profitability, or risk.

CAT Weekly Price

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This chart uses CAT's weekly closing prices to show the longer-term trend. The lower panes show weekly RSI and Stochastic momentum.

CAT Weekly Moving Averages

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This chart compares CAT's 8, 20, 50, 100, and 200-week moving averages from 2020 onward. Shorter averages react faster to price changes, while longer averages show the broader trend.

CAT Yearly ROI

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Each line starts at 0% using the year’s first dependable weekly close and tracks the return through December, or through the latest available week for the current year.

LNN

Valuation47/ 100
Cash flow & growth37/ 100
Upside potential26/ 100
Risk potential29/ 100

LNN's valuation appears fair, fundamentals are below averages, while forward estimates point to earnings growth and improving margins, though analyst coverage is limited.

Score change since last week

The score fell 1 point, mainly due to valuation and price changes. Price rose 8.4%, from $113.88 to $123.39. Reported EPS was unchanged, so the higher price reduced valuation support.

Valuation and price changes subtracted 1.4 points. The comparison uses the same available inputs on both dates. Displayed changes are rounded to whole points.

Valuation

Historical cheapness: current PE is 22.3× versus the full-history median of 21.7× shown in the valuation table, producing 48/100. Positive weekly observations receive equal weight; lower past EPS alone does not disqualify them.

Outlook-adjusted valuation: 47/100. The model applies a 8.4% earnings-growth assumption and a 10% annual return hurdle, with positive credit limited by evidence coverage and confidence.

Forward price scenarios use recent PE history separately. Recent history has a separately weighted median of 19.8× (18-month half-life). The favorable scenario uses 20.5× PE and $6.1 projected EPS, informed by growth, margins and earnings-quality checks. This is a model scenario, not an analyst target. A return to the full-history median is not assumed.

Cash flow & growth

Business trends are weak. Over the past year: revenue -7.4%, earnings -25.1%, operating margin -3.4 percentage points. Free cash flow is 7.2% of revenue. The business score is 36.5/100. Growth, margins and cash generation drive the score. Missing or older data receives less weight.

Favorable scenario

The earnings calculation and the displayed scenario are different.

The earnings case uses $6.10 of EPS and a 20.5× PE, suggesting about $125.05 before the minimum is applied. Valuation history and outlook inform the PE.

The model applies a 15% minimum upside scenario, so the card shows +15%, or about $133.80. That adjusted price does not come from the EPS × PE calculation above.

This is a scenario based on our model, not a forecast or probability.

Downside scenario

Weaker than expected earnings could put pressure on the share price.

Our downside case uses $4.41 of EPS and a 18.9× PE, suggesting a share price of about $83.18 — 29% below today’s price. Valuation history and outlook inform the PE.

This is a scenario based on our model, not a forecast or probability.

LNN vs Historical averages

MetricCurrentAverageRelative
PE22x30x27% lower
PE percentile54508% higher
EPS$5.22$5.678% lower
FCF$44.9M$48.4M7% lower
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LNN’s earnings and cash flow are below their historical averages, while its earnings multiple is lower.

LNN Forward outlook

MetricOutlook
Forward valuationImproving
Forward earningsGrowth
Forward revenueStable
Forward profitabilityExpanding
Analyst coverageLimited
Estimate dispersionModerate

LNN’s outlook is generally improving, though analyst coverage is limited.

LNN PE Valuation

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This table applies LNN's historical price-to-earnings (PE) landmarks to current earnings. The implied prices are valuation scenarios, not price forecasts or targets.

LNN Earnings Per Share

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This chart tracks LNN's trailing twelve-month diluted earnings per share, calculated from four consecutive reported quarters to reduce seasonal noise.

LNN Quarterly Revenue

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This chart tracks LNN's quarterly revenue over time and shows how sales are changing from year to year.

LNN Free Cash Flow

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This chart tracks LNN's free cash flow over time, showing whether the business is consistently generating cash after operating costs and capital spending.

LNN Total Shares

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This chart tracks changes in LNN's diluted share count. A rising count can dilute existing owners, while a falling count often reflects share repurchases.

LNN Net Leverage

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Quarterly Net Leverage uses the last 12 months of EBITDA. A falling multiple generally indicates less debt relative to earnings capacity. Negative values mean net cash; missing data or nonpositive LTM EBITDA are N/A. The table shows each period’s Net Leverage and status.

LNN PE vs Industrials Sector

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This chart compares LNN's price-to-earnings (PE) ratio with the Industrials sector average. A discount or premium can reflect differences in expected growth, profitability, or risk.

LNN Weekly Price

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This chart uses LNN's weekly closing prices to show the longer-term trend. The lower panes show weekly RSI and Stochastic momentum.

LNN Weekly Moving Averages

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This chart compares LNN's 8, 20, 50, 100, and 200-week moving averages from 2020 onward. Shorter averages react faster to price changes, while longer averages show the broader trend.

LNN Yearly ROI

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Each line starts at 0% using the year’s first dependable weekly close and tracks the return through December, or through the latest available week for the current year.