WallStSmart

Pony AI Inc. American Depositary Shares (PONY)vsTaiwan Semiconductor Manufacturing (TSM)

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Smart Verdict

WallStSmart Research — data-driven comparison

Taiwan Semiconductor Manufacturing generates 3954583% more annual revenue ($4.94T vs $125.04M). TSM leads profitability with a 51.1% profit margin vs -118.5%. TSM earns a higher WallStSmart Score of 86/100 (A).

PONY

Avoid

34

out of 100

Grade: F

Growth: 6.7Profit: 2.0Value: 5.0Quality: 9.0
Piotroski: 4/9Altman Z: 9.45

TSM

Exceptional Buy

86

out of 100

Grade: A

Growth: 9.3Profit: 10.0Value: 8.0Quality: 9.0
Piotroski: 6/9Altman Z: 3.85
IV

Intrinsic Value Comparison

Multi-model valuation · Graham Formula

Intrinsic value data unavailable for PONY.

TSMUndervalued (+60.2%)

Margin of Safety

+60.2%

Fair Value

$976.07

Current Price

$413.35

$562.72 discount

UndervaluedFair: $976.07Overvalued

Key Strengths & Concerns

Side-by-side fundamental analysis

Key Strengths

PONY4 strengths · Avg: 10.0/10
Price/BookValuation
1.2x10/10

Reasonable price relative to book value

Revenue GrowthGrowth
68.8%10/10

Revenue surging 68.8% year-over-year

Debt/EquityHealth
0.0110/10

Conservative balance sheet, low leverage

Altman Z-ScoreHealth
9.4510/10

Safe zone — low bankruptcy risk

TSM6 strengths · Avg: 10.0/10
Market CapQuality
$1.95T10/10

Mega-cap, among the largest globally

Return on EquityProfitability
36.5%10/10

Every $100 of equity generates 37 in profit

Profit MarginProfitability
51.1%10/10

Keeps 51 of every $100 in revenue as profit

Operating MarginProfitability
58.7%10/10

Strong operational efficiency at 58.7%

Revenue GrowthGrowth
50.9%10/10

Revenue surging 50.9% year-over-year

EPS GrowthGrowth
68.7%10/10

Earnings expanding 68.7% YoY

Areas to Watch

PONY4 concerns · Avg: 2.3/10
EPS GrowthGrowth
0.0%4/10

0.0% earnings growth

Return on EquityProfitability
-4.1%2/10

ROE of -4.1% — below average capital efficiency

Free Cash FlowQuality
$-76.18M2/10

Negative free cash flow — burning cash

Profit MarginProfitability
-118.5%1/10

Currently unprofitable

TSM1 concerns · Avg: 2.0/10
Price/BookValuation
78.9x2/10

Trading at 78.9x book value

Comparative Analysis Report

WallStSmart Research

Bull Case : PONY

The strongest argument for PONY centers on Price/Book, Revenue Growth, Debt/Equity. Revenue growth of 68.8% demonstrates continued momentum.

Bull Case : TSM

The strongest argument for TSM centers on Market Cap, Return on Equity, Profit Margin. Profitability is solid with margins at 51.1% and operating margin at 58.7%. Revenue growth of 50.9% demonstrates continued momentum.

Bear Case : PONY

The primary concerns for PONY are EPS Growth, Return on Equity, Free Cash Flow.

Bear Case : TSM

The primary concerns for TSM are Price/Book.

Key Dynamics to Monitor

PONY profiles as a hypergrowth stock while TSM is a growth play — different risk/reward profiles.

PONY is growing revenue faster at 68.8% — sustainability is the question.

TSM generates stronger free cash flow (510.1B), providing more financial flexibility.

Monitor INFORMATION TECHNOLOGY SERVICES industry trends, competitive dynamics, and regulatory changes.

Bottom Line

TSM scores higher overall (86/100 vs 34/100), backed by strong 51.1% margins and 50.9% revenue growth. Both earn "Exceptional 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.

Pony AI Inc. American Depositary Shares

TECHNOLOGY · INFORMATION TECHNOLOGY SERVICES · China

Pony AI Inc., based in California, is a leading innovator in the autonomous driving technology space, dedicated to transforming smart mobility through advanced artificial intelligence. By leveraging sophisticated machine learning algorithms and robust hardware, the company develops safe and efficient self-driving systems, fortified by strategic partnerships with prominent automotive manufacturers and extensive real-world testing. With the escalating demand for autonomous vehicles, Pony AI is well-positioned to influence the future of transportation and urban mobility, driving improvements in safety and operational efficiency in a dynamic market environment.

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Taiwan Semiconductor Manufacturing

TECHNOLOGY · SEMICONDUCTORS · USA

Taiwan Semiconductor Manufacturing Company, Limited is a Taiwanese multinational semiconductor contract manufacturing and design company. It is one of Taiwan's largest companies, the world's most valuable semiconductor company, and the world's largest dedicated independent (pure-play) semiconductor foundry, with its headquarters and main operations located in the Hsinchu Science Park in Hsinchu, Taiwan. It is majority owned by foreign investors.

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