WallStSmart

SoundHound AI Inc (SOUN)vsTaiwan Semiconductor Manufacturing (TSM)

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Smart Verdict

WallStSmart Research — data-driven comparison

Taiwan Semiconductor Manufacturing generates 2433373% more annual revenue ($4.94T vs $203.20M). TSM leads profitability with a 51.1% profit margin vs -67.4%. TSM earns a higher WallStSmart Score of 86/100 (A).

SOUN

Avoid

28

out of 100

Grade: F

Growth: 8.0Profit: 2.0Value: 5.3Quality: 7.0
Piotroski: 4/9Altman Z: -0.05

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

SOUNUndervalued (+7.3%)

Margin of Safety

+7.3%

Fair Value

$8.59

Current Price

$4.22

$4.37 discount

UndervaluedFair: $8.59Overvalued
TSMUndervalued (+55.1%)

Margin of Safety

+55.1%

Fair Value

$979.05

Current Price

$406.13

$572.92 discount

UndervaluedFair: $979.05Overvalued

Key Strengths & Concerns

Side-by-side fundamental analysis

Key Strengths

SOUN2 strengths · Avg: 10.0/10
Revenue GrowthGrowth
45.0%10/10

Revenue surging 45.0% year-over-year

Debt/EquityHealth
0.0110/10

Conservative balance sheet, low leverage

TSM6 strengths · Avg: 10.0/10
Market CapQuality
$2.27T10/10

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

SOUN4 concerns · Avg: 2.8/10
EPS GrowthGrowth
0.0%4/10

0.0% earnings growth

Market CapQuality
$1.97B3/10

Smaller company, higher risk/reward

Return on EquityProfitability
-36.7%2/10

ROE of -36.7% — below average capital efficiency

Free Cash FlowQuality
$-34.06M2/10

Negative free cash flow — burning cash

TSM2 concerns · Avg: 3.0/10
P/E RatioValuation
28.3x4/10

Moderate valuation

Price/BookValuation
77.5x2/10

Trading at 77.5x book value

Comparative Analysis Report

WallStSmart Research

Bull Case : SOUN

The strongest argument for SOUN centers on Revenue Growth, Debt/Equity. Revenue growth of 45.0% 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 : SOUN

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

Bear Case : TSM

The primary concerns for TSM are P/E Ratio, Price/Book.

Key Dynamics to Monitor

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

SOUN carries more volatility with a beta of 2.86 — expect wider price swings.

TSM is growing revenue faster at 50.9% — sustainability is the question.

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

Bottom Line

TSM scores higher overall (86/100 vs 28/100), 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.

SoundHound AI Inc

TECHNOLOGY · SOFTWARE - APPLICATION · USA

SoundHound AI, Inc. develops an independent voice artificial intelligence (AI) platform that enables businesses in all industries to deliver high-quality conversational experiences to their customers. The company is headquartered in Santa Clara, California.

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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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