WallStSmart

Caterpillar Inc (CAT)vsYY Group Holding Limited Class A Ordinary Shares (YYGH)

VS

Smart Verdict

WallStSmart Research — data-driven comparison

Caterpillar Inc generates 123500% more annual revenue ($70.75B vs $57.24M). CAT leads profitability with a 13.3% profit margin vs -37.4%. CAT earns a higher WallStSmart Score of 69/100 (B-).

CAT

Strong Buy

69

out of 100

Grade: B-

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

YYGH

Hold

41

out of 100

Grade: D

Growth: 8.0Profit: 2.0Value: 5.0Quality: 3.5
Piotroski: 3/9Altman Z: -1.08

Key Strengths & Concerns

Side-by-side fundamental analysis

Key Strengths

CAT5 strengths · Avg: 8.8/10
Market CapQuality
$382.31B10/10

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

YYGH2 strengths · Avg: 10.0/10
Price/BookValuation
0.1x10/10

Reasonable price relative to book value

Revenue GrowthGrowth
44.2%10/10

Revenue surging 44.2% year-over-year

Areas to Watch

CAT4 concerns · Avg: 2.8/10
PEG RatioValuation
1.914/10

Expensive relative to growth rate

Piotroski F-ScoreQuality
3/93/10

Weak financial health signals

P/E RatioValuation
42.9x2/10

Premium valuation, high expectations priced in

Price/BookValuation
20.8x2/10

Trading at 20.8x book value

YYGH4 concerns · Avg: 3.0/10
EPS GrowthGrowth
0.0%4/10

0.0% earnings growth

Market CapQuality
$3.91M3/10

Smaller company, higher risk/reward

Piotroski F-ScoreQuality
3/93/10

Weak financial health signals

Return on EquityProfitability
-255.0%2/10

ROE of -255.0% — 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 : YYGH

The strongest argument for YYGH centers on Price/Book, Revenue Growth. Revenue growth of 44.2% demonstrates continued momentum.

Bear Case : CAT

The primary concerns for CAT are PEG Ratio, Piotroski F-Score, P/E Ratio. A P/E of 42.9x leaves little room for execution misses. Debt-to-equity of 2.31 is elevated, increasing financial risk.

Bear Case : YYGH

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

Key Dynamics to Monitor

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

YYGH carries more volatility with a beta of 2.57 — expect wider price swings.

YYGH is growing revenue faster at 44.2% — sustainability is the question.

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

Bottom Line

CAT scores higher overall (69/100 vs 41/100) and 22.2% revenue growth. 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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YY Group Holding Limited Class A Ordinary Shares

INDUSTRIALS · SPECIALTY BUSINESS SERVICES · USA

YY Group Holding Limited, a data and technology driven company, provides cleaning services and manpower outsourcing services in Singapore and Malaysia. The company is headquartered in Singapore with additional offices in Kuala Lumpur, Malaysia.

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