WallStSmart

Spotify Technology SA (SPOT)vsWilliams Companies Inc (WMB)

VS

Smart Verdict

WallStSmart Research — data-driven comparison

Spotify Technology SA generates 45% more annual revenue ($17.19B vs $11.83B). WMB leads profitability with a 22.1% profit margin vs 12.9%. SPOT appears more attractively valued with a PEG of 1.99. WMB earns a higher WallStSmart Score of 67/100 (B-).

SPOT

Buy

62

out of 100

Grade: C+

Growth: 6.0Profit: 8.0Value: 8.7Quality: 7.5
Piotroski: 4/9Altman Z: 2.66

WMB

Strong Buy

67

out of 100

Grade: B-

Growth: 6.7Profit: 8.0Value: 9.3Quality: 3.3
Piotroski: 3/9Altman Z: 0.37
IV

Intrinsic Value Comparison

Multi-model valuation · Graham Formula

SPOTUndervalued (+13.1%)

Margin of Safety

+13.1%

Fair Value

$560.66

Current Price

$473.21

$87.45 discount

UndervaluedFair: $560.66Overvalued
WMBUndervalued (+29.0%)

Margin of Safety

+29.0%

Fair Value

$100.15

Current Price

$73.81

$26.34 discount

UndervaluedFair: $100.15Overvalued

Key Strengths & Concerns

Side-by-side fundamental analysis

Key Strengths

SPOT3 strengths · Avg: 9.3/10
Return on EquityProfitability
31.9%10/10

Every $100 of equity generates 32 in profit

Market CapQuality
$99.82B9/10

Large-cap with strong market position

Debt/EquityHealth
0.289/10

Conservative balance sheet, low leverage

WMB4 strengths · Avg: 9.5/10
Operating MarginProfitability
41.2%10/10

Strong operational efficiency at 41.2%

EPS GrowthGrowth
50.8%10/10

Earnings expanding 50.8% YoY

Market CapQuality
$90.96B9/10

Large-cap with strong market position

Profit MarginProfitability
22.1%9/10

Keeps 22 of every $100 in revenue as profit

Areas to Watch

SPOT4 concerns · Avg: 3.5/10
PEG RatioValuation
1.994/10

Expensive relative to growth rate

Price/BookValuation
10.1x4/10

Trading at 10.1x book value

EPS GrowthGrowth
2.1%4/10

2.1% earnings growth

P/E RatioValuation
40.5x2/10

Premium valuation, high expectations priced in

WMB4 concerns · Avg: 3.3/10
PEG RatioValuation
2.474/10

Expensive relative to growth rate

P/E RatioValuation
34.8x4/10

Premium valuation, high expectations priced in

Piotroski F-ScoreQuality
3/93/10

Weak financial health signals

Free Cash FlowQuality
$-485.00M2/10

Negative free cash flow — burning cash

Comparative Analysis Report

WallStSmart Research

Bull Case : SPOT

The strongest argument for SPOT centers on Return on Equity, Market Cap, Debt/Equity.

Bull Case : WMB

The strongest argument for WMB centers on Operating Margin, EPS Growth, Market Cap. Profitability is solid with margins at 22.1% and operating margin at 41.2%.

Bear Case : SPOT

The primary concerns for SPOT are PEG Ratio, Price/Book, EPS Growth. A P/E of 40.5x leaves little room for execution misses.

Bear Case : WMB

The primary concerns for WMB are PEG Ratio, P/E Ratio, Piotroski F-Score.

Key Dynamics to Monitor

SPOT profiles as a value stock while WMB is a mature play — different risk/reward profiles.

SPOT carries more volatility with a beta of 1.72 — expect wider price swings.

WMB is growing revenue faster at 8.7% — sustainability is the question.

SPOT generates stronger free cash flow (834M), providing more financial flexibility.

Bottom Line

WMB scores higher overall (67/100 vs 62/100), backed by strong 22.1% margins. Both earn "Strong Buy" and "Buy" ratings respectively — the choice depends on your investment horizon and risk tolerance.

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

Spotify Technology SA

COMMUNICATION SERVICES · INTERNET CONTENT & INFORMATION · USA

Spotify Technology SA, provides audio streaming services worldwide. The company is headquartered in Luxembourg, Luxembourg.

Williams Companies Inc

ENERGY · OIL & GAS MIDSTREAM · USA

The Williams Companies, Inc., is an American energy company based in Tulsa, Oklahoma. Its core business is natural gas processing and transportation, with additional petroleum and electricity generation assets.

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