WallStSmart

Caterpillar Inc (CAT)vsRubico Inc. Common Stock (RUBI)

VS

Smart Verdict

WallStSmart Research — data-driven comparison

Caterpillar Inc generates 287232% more annual revenue ($67.59B vs $23.52M). CAT leads profitability with a 13.1% profit margin vs 11.2%. RUBI trades at a lower P/E of 0.0x. CAT earns a higher WallStSmart Score of 55/100 (C-).

CAT

Buy

55

out of 100

Grade: C-

Growth: 4.7Profit: 7.5Value: 4.3Quality: 4.5
Piotroski: 3/9Altman Z: 2.40

RUBI

Hold

50

out of 100

Grade: D+

Growth: 2.7Profit: 6.5Value: 6.7Quality: 5.0
Piotroski: 4/9Altman Z: 1.06

Key Strengths & Concerns

Side-by-side fundamental analysis

Key Strengths

CAT4 strengths · Avg: 9.0/10
Market CapQuality
$414.16B10/10

Mega-cap, among the largest globally

Return on EquityProfitability
43.5%10/10

Every $100 of equity generates 44 in profit

Revenue GrowthGrowth
18.0%8/10

18.0% revenue growth

Free Cash FlowQuality
$2.25B8/10

Generating 2.2B in free cash flow

RUBI3 strengths · Avg: 10.0/10
P/E RatioValuation
0.0x10/10

Attractively priced relative to earnings

Price/BookValuation
0.0x10/10

Reasonable price relative to book value

Operating MarginProfitability
49.0%10/10

Strong operational efficiency at 49.0%

Areas to Watch

CAT4 concerns · Avg: 3.3/10
PEG RatioValuation
2.174/10

Expensive relative to growth rate

Price/BookValuation
19.4x4/10

Trading at 19.4x book value

Piotroski F-ScoreQuality
3/93/10

Weak financial health signals

P/E RatioValuation
44.2x2/10

Premium valuation, high expectations priced in

RUBI4 concerns · Avg: 3.0/10
EPS GrowthGrowth
0.0%4/10

0.0% earnings growth

Market CapQuality
$2.76M3/10

Smaller company, higher risk/reward

Return on EquityProfitability
6.6%3/10

ROE of 6.6% — below average capital efficiency

Revenue GrowthGrowth
-5.1%2/10

Revenue declined 5.1%

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 18.0% demonstrates continued momentum.

Bull Case : RUBI

The strongest argument for RUBI centers on P/E Ratio, Price/Book, Operating Margin.

Bear Case : CAT

The primary concerns for CAT are PEG Ratio, Price/Book, Piotroski F-Score. A P/E of 44.2x leaves little room for execution misses. Debt-to-equity of 2.03 is elevated, increasing financial risk.

Bear Case : RUBI

The primary concerns for RUBI are EPS Growth, Market Cap, Return on Equity.

Key Dynamics to Monitor

CAT profiles as a growth stock while RUBI is a declining play — different risk/reward profiles.

CAT is growing revenue faster at 18.0% — sustainability is the question.

CAT generates stronger free cash flow (2.2B), providing more financial flexibility.

Monitor FARM & HEAVY CONSTRUCTION MACHINERY industry trends, competitive dynamics, and regulatory changes.

Bottom Line

CAT scores higher overall (55/100 vs 50/100) and 18.0% revenue growth. Both earn "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.

Visit Website →

Rubico Inc. Common Stock

INDUSTRIALS · MARINE SHIPPING · USA

Rubicon Project, Inc. provides technology solutions to automate the buying and selling of digital advertising inventory for buyers and sellers in the United States and internationally. The company is headquartered in Los Angeles, California.

Want to dig deeper into these stocks?