WallStSmart

Caterpillar Inc (CAT)vsEvolv Technologies Holdings Inc (EVLV)

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Smart Verdict

WallStSmart Research — data-driven comparison

Caterpillar Inc generates 44107% more annual revenue ($77.77B vs $175.93M). CAT leads profitability with a 15.2% profit margin vs -10.8%. CAT earns a higher WallStSmart Score of 75/100 (B+).

CAT

Strong Buy

75

out of 100

Grade: B+

Growth: 7.3Profit: 8.5Value: 5.7Quality: 4.5
Piotroski: 3/9Altman Z: 2.40

EVLV

Avoid

27

out of 100

Grade: F

Growth: 6.7Profit: 2.0Value: 6.7Quality: 4.5
Piotroski: 3/9Altman Z: -1.15
IV

Intrinsic Value Comparison

Multi-model valuation · Graham Formula

Intrinsic value data unavailable for CAT.

EVLVUndervalued (+82.8%)

Margin of Safety

+82.8%

Fair Value

$33.39

Current Price

$4.16

$29.23 discount

UndervaluedFair: $33.39Overvalued

Key Strengths & Concerns

Side-by-side fundamental analysis

Key Strengths

CAT6 strengths · Avg: 8.7/10
Market CapQuality
$286.26B10/10

Mega-cap, among the largest globally

Return on EquityProfitability
55.1%10/10

Every $100 of equity generates 55 in profit

Operating MarginProfitability
20.5%8/10

Strong operational efficiency at 20.5%

Revenue GrowthGrowth
17.3%8/10

17.3% revenue growth

EPS GrowthGrowth
46.1%8/10

Earnings expanding 46.1% YoY

Free Cash FlowQuality
$3.40B8/10

Generating 3.4B in free cash flow

EVLV0 strengths · Avg: 0/10

No standout strengths identified

Areas to Watch

CAT3 concerns · Avg: 2.7/10
Price/BookValuation
12.9x4/10

Trading at 12.9x book value

Piotroski F-ScoreQuality
3/93/10

Weak financial health signals

Debt/EquityHealth
2.101/10

Elevated debt levels

EVLV4 concerns · Avg: 3.0/10
EPS GrowthGrowth
0.0%4/10

0.0% earnings growth

Market CapQuality
$811.22M3/10

Smaller company, higher risk/reward

Piotroski F-ScoreQuality
3/93/10

Weak financial health signals

Return on EquityProfitability
-4.4%2/10

ROE of -4.4% — below average capital efficiency

Comparative Analysis Report

WallStSmart Research

Bull Case : CAT

The strongest argument for CAT centers on Market Cap, Return on Equity, Operating Margin. Profitability is solid with margins at 15.2% and operating margin at 20.5%. Revenue growth of 17.3% demonstrates continued momentum.

Bull Case : EVLV

Revenue growth of 10.5% demonstrates continued momentum.

Bear Case : CAT

The primary concerns for CAT are Price/Book, Piotroski F-Score, Debt/Equity. Debt-to-equity of 2.10 is elevated, increasing financial risk.

Bear Case : EVLV

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

Key Dynamics to Monitor

CAT profiles as a growth stock while EVLV is a turnaround play — different risk/reward profiles.

EVLV carries more volatility with a beta of 1.82 — expect wider price swings.

CAT is growing revenue faster at 17.3% — sustainability is the question.

CAT generates stronger free cash flow (3.4B), providing more financial flexibility.

Bottom Line

CAT scores higher overall (75/100 vs 27/100), backed by strong 15.2% margins and 17.3% revenue growth. EVLV offers better value entry with a 82.8% margin of safety. Both earn "Strong Buy" and "Avoid" 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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Evolv Technologies Holdings Inc

INDUSTRIALS · SECURITY & PROTECTION SERVICES · USA

Evolv Technologies Holdings, Inc. provides AI-based contactless security screening systems. The company is headquartered in Waltham, Massachusetts.

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