WallStSmart

Caterpillar Inc (CAT)vsEhang Holdings Ltd (EH)

VS

Smart Verdict

WallStSmart Research — data-driven comparison

Caterpillar Inc generates 13787% more annual revenue ($70.75B vs $509.50M). CAT leads profitability with a 13.3% profit margin vs -45.3%. CAT earns a higher WallStSmart Score of 67/100 (B-).

CAT

Strong Buy

67

out of 100

Grade: B-

Growth: 7.3Profit: 8.0Value: 4.3Quality: 4.5
Piotroski: 3/9Altman Z: 2.40

EH

Hold

35

out of 100

Grade: F

Growth: 8.0Profit: 2.0Value: 6.7Quality: 5.5
Piotroski: 3/9Altman Z: -0.63
IV

Intrinsic Value Comparison

Multi-model valuation · Graham Formula

Intrinsic value data unavailable for CAT.

EHUndervalued (+88.2%)

Margin of Safety

+88.2%

Fair Value

$101.85

Current Price

$7.89

$93.95 discount

UndervaluedFair: $101.85Overvalued

Key Strengths & Concerns

Side-by-side fundamental analysis

Key Strengths

CAT5 strengths · Avg: 8.8/10
Market CapQuality
$419.05B10/10

Mega-cap, among the largest globally

Return on EquityProfitability
50.5%10/10

Every $100 of equity generates 50 in profit

Revenue GrowthGrowth
22.2%8/10

Revenue surging 22.2% year-over-year

EPS GrowthGrowth
30.2%8/10

Earnings expanding 30.2% YoY

Free Cash FlowQuality
$1.55B8/10

Generating 1.5B in free cash flow

EH1 strengths · Avg: 10.0/10
Revenue GrowthGrowth
48.4%10/10

Revenue surging 48.4% year-over-year

Areas to Watch

CAT4 concerns · Avg: 2.8/10
PEG RatioValuation
2.064/10

Expensive relative to growth rate

Piotroski F-ScoreQuality
3/93/10

Weak financial health signals

P/E RatioValuation
45.2x2/10

Premium valuation, high expectations priced in

Price/BookValuation
22.3x2/10

Trading at 22.3x book value

EH4 concerns · Avg: 3.0/10
EPS GrowthGrowth
0.0%4/10

0.0% earnings growth

Market CapQuality
$745.56M3/10

Smaller company, higher risk/reward

Piotroski F-ScoreQuality
3/93/10

Weak financial health signals

Return on EquityProfitability
-16.9%2/10

ROE of -16.9% — below average capital efficiency

Comparative Analysis Report

WallStSmart Research

Bull Case : CAT

The strongest argument for CAT centers on Market Cap, Return on Equity, Revenue Growth. Revenue growth of 22.2% demonstrates continued momentum.

Bull Case : EH

The strongest argument for EH centers on Revenue Growth. Revenue growth of 48.4% demonstrates continued momentum.

Bear Case : CAT

The primary concerns for CAT are PEG Ratio, Piotroski F-Score, P/E Ratio. A P/E of 45.2x leaves little room for execution misses. Debt-to-equity of 2.31 is elevated, increasing financial risk.

Bear Case : EH

The primary concerns for EH are EPS Growth, Market Cap, Piotroski F-Score.

Key Dynamics to Monitor

CAT profiles as a growth stock while EH is a hypergrowth play — different risk/reward profiles.

CAT carries more volatility with a beta of 1.63 — expect wider price swings.

EH is growing revenue faster at 48.4% — sustainability is the question.

CAT generates stronger free cash flow (1.5B), providing more financial flexibility.

Bottom Line

CAT scores higher overall (67/100 vs 35/100) and 22.2% revenue growth. EH offers better value entry with a 88.2% margin of safety. Both earn "Strong Buy" and "Hold" ratings respectively — the choice depends on your investment horizon and risk tolerance.

This analysis is generated from publicly available financial data. Not financial advice.

Caterpillar Inc

INDUSTRIALS · FARM & HEAVY CONSTRUCTION MACHINERY · USA

Caterpillar Inc. (often shortened to CAT) is an American Fortune 100 corporation that designs, develops, engineers, manufactures, markets, and sells machinery, engines, financial products, and insurance to customers via a worldwide dealer network.

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Ehang Holdings Ltd

INDUSTRIALS · AEROSPACE & DEFENSE · China

EHang Holdings Limited is an autonomous aerial vehicle (AAV) technology platform company in the People's Republic of China, North America, East Asia, Europe, West Asia and internationally. The company is headquartered in Guangzhou, the People's Republic of China.

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