WallStSmart

Caterpillar Inc (CAT)vsJoby Aviation (JOBY)

VS

Smart Verdict

WallStSmart Research — data-driven comparison

Caterpillar Inc generates 90996% more annual revenue ($70.75B vs $77.67M). CAT leads profitability with a 13.3% profit margin vs 0.0%. 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

JOBY

Avoid

31

out of 100

Grade: F

Growth: 6.3Profit: 2.5Value: 5.0Quality: 6.0
Piotroski: 3/9Altman Z: -0.73

Key Strengths & Concerns

Side-by-side fundamental analysis

Key Strengths

CAT5 strengths · Avg: 8.8/10
Market CapQuality
$409.91B10/10

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

JOBY1 strengths · Avg: 10.0/10
Revenue GrowthGrowth
55965.0%10/10

Revenue surging 55965.0% year-over-year

Areas to Watch

CAT4 concerns · Avg: 3.3/10
PEG RatioValuation
2.094/10

Expensive relative to growth rate

Price/BookValuation
20.0x4/10

Trading at 20.0x book value

Piotroski F-ScoreQuality
3/93/10

Weak financial health signals

P/E RatioValuation
43.1x2/10

Premium valuation, high expectations priced in

JOBY4 concerns · Avg: 3.0/10
EPS GrowthGrowth
0.0%4/10

0.0% earnings growth

Profit MarginProfitability
0.0%3/10

0.0% margin — thin

Piotroski F-ScoreQuality
3/93/10

Weak financial health signals

Return on EquityProfitability
-48.9%2/10

ROE of -48.9% — 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 : JOBY

The strongest argument for JOBY centers on Revenue Growth. Revenue growth of 55965.0% demonstrates continued momentum.

Bear Case : CAT

The primary concerns for CAT are PEG Ratio, Price/Book, Piotroski F-Score. A P/E of 43.1x leaves little room for execution misses. Debt-to-equity of 2.31 is elevated, increasing financial risk.

Bear Case : JOBY

The primary concerns for JOBY are EPS Growth, Profit Margin, Piotroski F-Score.

Key Dynamics to Monitor

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

JOBY carries more volatility with a beta of 2.71 — expect wider price swings.

JOBY is growing revenue faster at 55965.0% — 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 31/100) and 22.2% revenue growth. 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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Joby Aviation

INDUSTRIALS · AIRPORTS & AIR SERVICES · USA

Joby Aviation (JOBY) is leading the charge in the aerospace sector with its innovative all-electric vertical takeoff and landing (eVTOL) aircraft, poised to redefine urban air mobility. The company is dedicated to addressing urban transportation challenges through its advanced technologies that prioritize sustainability and efficiency. Bolstered by substantial investments in research and development, Joby is strategically focused on navigating regulatory landscapes, positioning itself as a key player in the rapidly evolving eco-friendly transportation market. As demand for sustainable mobility solutions grows, Joby presents an appealing opportunity for institutional investors looking to engage with transformative advancements in transport.

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