WallStSmart

Aeva Technologies, Inc. Common Stock (AEVA)vsNVIDIA Corporation (NVDA)

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Smart Verdict

WallStSmart Research — data-driven comparison

NVIDIA Corporation generates 1402669% more annual revenue ($302.97B vs $21.60M). NVDA leads profitability with a 63.7% profit margin vs -150.1%. NVDA earns a higher WallStSmart Score of 80/100 (A-).

AEVA

Avoid

23

out of 100

Grade: F

Growth: 6.7Profit: 2.0Value: 6.7Quality: 5.0
Piotroski: 5/9Altman Z: -7.63

NVDA

Exceptional Buy

80

out of 100

Grade: A-

Growth: 10.0Profit: 10.0Value: 5.3Quality: 8.5
Piotroski: 3/9Altman Z: 6.75
IV

Intrinsic Value Comparison

Multi-model valuation · Graham Formula

AEVAUndervalued (+38.1%)

Margin of Safety

+38.1%

Fair Value

$20.57

Current Price

$13.66

$6.91 discount

UndervaluedFair: $20.57Overvalued
NVDASignificantly Overvalued (-66.0%)

Margin of Safety

-66.0%

Fair Value

$143.03

Current Price

$229.28

$86.25 premium

UndervaluedFair: $143.03Overvalued

Key Strengths & Concerns

Side-by-side fundamental analysis

Key Strengths

AEVA0 strengths · Avg: 0/10

No standout strengths identified

NVDA6 strengths · Avg: 10.0/10
Market CapQuality
$5.78T10/10

Mega-cap, among the largest globally

PEG RatioValuation
0.4810/10

Growing faster than its price suggests

Return on EquityProfitability
84.2%10/10

Every $100 of equity generates 84 in profit

Profit MarginProfitability
63.7%10/10

Keeps 64 of every $100 in revenue as profit

Operating MarginProfitability
66.2%10/10

Strong operational efficiency at 66.2%

Revenue GrowthGrowth
105.9%10/10

Revenue surging 105.9% year-over-year

Areas to Watch

AEVA4 concerns · Avg: 2.8/10
EPS GrowthGrowth
0.0%4/10

0.0% earnings growth

Market CapQuality
$996.79M3/10

Smaller company, higher risk/reward

Price/BookValuation
34.1x2/10

Trading at 34.1x book value

Return on EquityProfitability
-117.8%2/10

ROE of -117.8% — below average capital efficiency

NVDA3 concerns · Avg: 3.0/10
P/E RatioValuation
30.3x4/10

Premium valuation, high expectations priced in

Piotroski F-ScoreQuality
3/93/10

Weak financial health signals

Price/BookValuation
24.2x2/10

Trading at 24.2x book value

Comparative Analysis Report

WallStSmart Research

Bull Case : AEVA

Revenue growth of 11.3% demonstrates continued momentum.

Bull Case : NVDA

The strongest argument for NVDA centers on Market Cap, PEG Ratio, Return on Equity. Profitability is solid with margins at 63.7% and operating margin at 66.2%. Revenue growth of 105.9% demonstrates continued momentum.

Bear Case : AEVA

The primary concerns for AEVA are EPS Growth, Market Cap, Price/Book. Debt-to-equity of 3.72 is elevated, increasing financial risk.

Bear Case : NVDA

The primary concerns for NVDA are P/E Ratio, Piotroski F-Score, Price/Book.

Key Dynamics to Monitor

AEVA profiles as a turnaround stock while NVDA is a growth play — different risk/reward profiles.

AEVA carries more volatility with a beta of 2.41 — expect wider price swings.

NVDA is growing revenue faster at 105.9% — sustainability is the question.

NVDA generates stronger free cash flow (21.4B), providing more financial flexibility.

Bottom Line

NVDA scores higher overall (80/100 vs 23/100), backed by strong 63.7% margins and 105.9% revenue growth. AEVA offers better value entry with a 38.1% margin of safety. 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.

Aeva Technologies, Inc. Common Stock

TECHNOLOGY · SOFTWARE - INFRASTRUCTURE · USA

Aeva Technologies, Inc., through its frequency modulated continuous wave (FMCW) sensing technology, designs a 4D LiDAR on chip that enables the adoption of LiDAR in various applications. The company is headquartered in Mountain View, California.

NVIDIA Corporation

TECHNOLOGY · SEMICONDUCTORS · USA

Nvidia Corporation is an American multinational technology company incorporated in Delaware and based in Santa Clara, California. It designs graphics processing units (GPUs) for the gaming and professional markets, as well as system on a chip units (SoCs) for the mobile computing and automotive market.

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