Compare StocksAEP vs NVDA

American Electric Power Company, Inc. (AEP) vs NVIDIA Corporation (NVDA)

AEP
American Electric Power Company, Inc.
$128.72
VS
NVDA
NVIDIA Corporation
$178.56

Rewards

AEP
  • Each dollar of retained earnings has created $4.38 of market value — management is an exceptional capital allocator.
NVDA
  • NVIDIA Corporation has maintained ROIC above 10% for 4 consecutive years, suggesting solid business economics.
  • Gross margin of 71.1% indicates strong pricing power — typical of businesses with significant intellectual property or brand strength.
  • Free cash flow has grown at a 193.9% CAGR over the past 4 years, demonstrating strong earnings power growth.

Risks

AEP
  • Net debt/EBITDA of 5.5x indicates heavy leverage — it would take over 4 years of EBITDA to pay off net debt.
  • Altman Z-Score of 0.91 places the company in the distress zone — financial patterns resemble those of companies that experienced bankruptcy.
  • 12 insider sales with no purchases over the past 12 months — a persistent pattern of insider selling.
NVDA
  • FCF yield of 2.2% is below 3%, meaning the market is pricing in substantial future growth to justify the current price.
  • Beneish M-Score of -1.06 flags financial patterns consistent with potential earnings manipulation — warrants further investigation.
  • Insiders have sold $15.7M worth of stock in the past 3 months — significant insider liquidation.

Key Valuation Metrics

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AEP
NVDA
Valuation
$-5.14B
Free Cash Flow
$96.68B
-7.38%
FCF Yield
2.23%
19.36
Trailing P/E
36.52
18.76
Forward P/E
16.22
Quality & Moat
4.82%
ROIC
65.75%
11.11%
ROE
76.33%
47.52%
Gross Margin
71.07%
N/A
PEG Ratio
0.38
Balance Sheet Safety
1.54
Debt / Equity
0.07
N/A
Interest Coverage
N/A
5.50
Net Debt / EBITDA
-0.38
2.95%
Dividend Yield
0.02%
AEP: 2Ties: 1NVDA: 8
AEPNVDA

Historical Fundamentals

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AEP

Price ÷ Earnings Per Share — how many years of current earnings you're paying for at today's price. Lower P/E may indicate undervaluation.

NVDA

Price ÷ Earnings Per Share — how many years of current earnings you're paying for at today's price. Lower P/E may indicate undervaluation.

Price ÷ Earnings Per Share — how many years of current earnings you're paying for at today's price. Lower P/E may indicate undervaluation.

$1 Retained Earnings Test

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AEP
$4.38
created per $1 retained over 3 years
Exceptional Value Creator
Σ Retained
$3.10B
Δ Market Cap
+$13.58B
Buffett's "$1 Test": For every $1 of earnings retained, has management created at least $1 of market value?
> $1 created per $1 retained = Value Creator · < $1 created = Value Destroyer
NVDA
$14.14
created per $1 retained over 3 years
Exceptional Value Creator
Σ Retained
$220.50B
Δ Market Cap
+$3.12T
Buffett's "$1 Test": For every $1 of earnings retained, has management created at least $1 of market value?
> $1 created per $1 retained = Value Creator · < $1 created = Value Destroyer

Buffett's "$1 Test": For every $1 of earnings retained, has management created at least $1 of market value?
> $1 created per $1 retained = Value Creator · < $1 created = Value Destroyer

Discounted Cash Flow (DCF) Analysis

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AEP
146.4% Overvalued
Price is 146.4% above estimated fair value
Current Price: $128.72
Fair Value: $52.24
Strongly undervalued
Undervalued
Fairly valued
Overvalued
Strongly overvalued
NVDA
50.6% Margin of Safety
Price is 50.6% below estimated fair value
Current Price: $178.56
Fair Value: $361.26
Strongly undervalued
Undervalued
Fairly valued
Overvalued
Strongly overvalued

Reverse DCF — Market-Implied Growth

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AEP

Requires positive FCF to compute implied growth rate.

NVDA

What growth rate is the market pricing in at $179?

+15.6%
Market-Implied Owner Earnings Growth
Standard FCF implies +18.6%

The market implies +15.6% Owner Earnings growth, below historical trends — potential opportunity.

Standard FCF implies a more demanding +18.6%, reflecting heavy growth investment expected to generate future returns.

Economic Moat Score

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AEP
43/100
Narrow Moat
70+ Wide · 40-69 Narrow · <40 None

Narrow moat with margin stability as the key competitive advantage. Improving reinvestment efficiency would strengthen the moat.

Composite score measuring competitive advantage durability across four dimensions: returns above cost of capital, pricing power stability, revenue predictability, and capital efficiency. Based on 4 years of fundamental data.
NVDA
69/100
Narrow Moat
70+ Wide · 40-69 Narrow · <40 None

Narrow moat with roic consistency as the key competitive advantage. Improving revenue predictability would strengthen the moat.

Composite score measuring competitive advantage durability across four dimensions: returns above cost of capital, pricing power stability, revenue predictability, and capital efficiency. Based on 4 years of fundamental data.

Forensic Accounting

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AEP
-2.54
Unlikely Manipulator
Above -1.78 = likely manipulator · -2.22 to -1.78 = grey zone

M-Score Trend

Beneish's 8-variable model estimates the probability of earnings manipulation. An M-Score above -1.78 signals elevated risk — companies in this range have historically been 3-5× more likely to be manipulating earnings. Scores between -2.22 and -1.78 fall in a grey zone warranting further investigation.
NVDA
-1.06
Likely Manipulator
Above -1.78 = likely manipulator · -2.22 to -1.78 = grey zone

M-Score Trend

Beneish's 8-variable model estimates the probability of earnings manipulation. An M-Score above -1.78 signals elevated risk — companies in this range have historically been 3-5× more likely to be manipulating earnings. Scores between -2.22 and -1.78 fall in a grey zone warranting further investigation.

Beneish's 8-variable model estimates the probability of earnings manipulation. An M-Score above -1.78 signals elevated risk — companies in this range have historically been 3-5× more likely to be manipulating earnings. Scores between -2.22 and -1.78 fall in a grey zone warranting further investigation.

Ownership Breakdown

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AEP
Insiders 0.2%Institutions 85.1%Retail & Other 14.6%
No. of Institutional Holders2,281
High insider ownership aligns management incentives with shareholders — a key signal in Buffett-style analysis. Institutional concentration can indicate smart-money conviction but also crowding risk.
NVDA
Insiders 4.2%Institutions 69.8%Retail & Other 26.0%
No. of Institutional Holders7,415
High insider ownership aligns management incentives with shareholders — a key signal in Buffett-style analysis. Institutional concentration can indicate smart-money conviction but also crowding risk.

High insider ownership aligns management incentives with shareholders. Institutional concentration can indicate smart-money conviction but also crowding risk.

Insider Buying Activity

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AEP
0
Buys (3M)
0
Buys (12M)
No open market insider purchases found.
Open market purchases · includes direct & indirect ownership · excludes option exercises
NVDA
0
Buys (3M)
0
Buys (12M)
No open market insider purchases found.
Open market purchases · includes direct & indirect ownership · excludes option exercises

Open market purchases · includes direct & indirect ownership · excludes option exercises.

Insider Selling Activity

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AEP
1
Sells (3M)
12
Sells (12M)
Total value (12M): $7.06M
FERNEAU KELLY J.
Officer
$177,602
@ $131.46 · 2026-02-24
FOWKE BENJAMIN G S III
Director
$575,350
@ $115.07 · 2025-12-12
FOWKE BENJAMIN G S III
Director
$607,900
@ $121.58 · 2025-11-14
FOWKE BENJAMIN G S III
Director
$587,600
@ $117.52 · 2025-10-10
FERNEAU KELLY J.
Officer
$112,672
@ $112.00 · 2025-10-02
FOWKE BENJAMIN G S III
Director
$543,250
@ $108.65 · 2025-09-12
FERNEAU KELLY J.
Officer
$383,902
@ $111.99 · 2025-08-15
FOWKE BENJAMIN G S III
Director
$559,950
@ $111.99 · 2025-08-15
FEINBERG DAVID MATTHEW
Officer
$819,821
@ $101.74 · 2025-06-17
FEINBERG DAVID MATTHEW
Officer
$817,806
@ $101.49 · 2025-06-10
FEINBERG DAVID MATTHEW
Officer
$829,388
@ $102.94 · 2025-06-03
LIES QUINTON S
Officer
$1.04M
@ $102.68 · 2025-05-19
RISCH THERACE M
Officer
$516,747
@ $97.98 · 2024-07-30
SMYTH ANTONIO P
Officer
$440,820
@ $90.00 · 2024-06-05
HALL GREG B
Officer
$518,910
@ $88.25 · 2024-05-31
Direct ownership only · excludes indirect, option exercises, planned (10b5-1) sales & derivatives
NVDA
2
Sells (3M)
40
Sells (12M)
Total value (12M): $1.10B
DABIRI JOHN O
Director
$555,440
@ $184.90 · 2026-03-13
ROBERTSON DONALD F JR
Officer
$15.19M
@ $189.85 · 2026-01-02
ROBERTSON DONALD F JR
Officer
$4.43M
@ $179.98 · 2025-12-19
DABIRI JOHN O
Director
$112,317
@ $179.42 · 2025-11-24
HUANG JEN-HSUN
Chief Executive Officer
$5.20M
@ $207.91 · 2025-10-29
HUANG JEN-HSUN
Chief Executive Officer
$23.56M
@ $188.47 · 2025-10-28
HUANG JEN-HSUN
Chief Executive Officer
$40.73M
@ $181.04 · 2025-10-23
HUANG JEN-HSUN
Chief Executive Officer
$41.06M
@ $182.48 · 2025-10-20
HUANG JEN-HSUN
Chief Executive Officer
$41.34M
@ $183.73 · 2025-10-15
HUANG JEN-HSUN
Chief Executive Officer
$42.89M
@ $190.60 · 2025-10-10
HUANG JEN-HSUN
Chief Executive Officer
$42.05M
@ $186.89 · 2025-10-07
HUANG JEN-HSUN
Chief Executive Officer
$42.09M
@ $187.08 · 2025-10-02
HUANG JEN-HSUN
Chief Executive Officer
$40.23M
@ $178.82 · 2025-09-29
HUANG JEN-HSUN
Chief Executive Officer
$40.21M
@ $178.69 · 2025-09-24
ROBERTSON DONALD F JR
Officer
$617,298
@ $176.37 · 2025-09-19
HUANG JEN-HSUN
Chief Executive Officer
$39.18M
@ $174.14 · 2025-09-19
HUANG JEN-HSUN
Chief Executive Officer
$39.75M
@ $176.66 · 2025-09-16
HUANG JEN-HSUN
Chief Executive Officer
$39.28M
@ $174.59 · 2025-09-11
HUANG JEN-HSUN
Chief Executive Officer
$38.01M
@ $168.95 · 2025-09-08
HUANG JEN-HSUN
Chief Executive Officer
$38.61M
@ $171.60 · 2025-09-03
HUDSON BEACH DAWN E
Director
$15.38M
@ $170.90 · 2025-09-03
HUANG JEN-HSUN
Chief Executive Officer
$27.12M
@ $180.79 · 2025-08-15
HUANG JEN-HSUN
Chief Executive Officer
$40.96M
@ $182.04 · 2025-08-13
HUANG JEN-HSUN
Chief Executive Officer
$40.66M
@ $180.70 · 2025-08-08
HUANG JEN-HSUN
Chief Executive Officer
$39.78M
@ $176.80 · 2025-08-05
HUANG JEN-HSUN
Chief Executive Officer
$40.18M
@ $178.58 · 2025-07-31
HUANG JEN-HSUN
Chief Executive Officer
$39.16M
@ $174.02 · 2025-07-28
HUANG JEN-HSUN
Chief Executive Officer
$38.22M
@ $169.87 · 2025-07-23
HUANG JEN-HSUN
Chief Executive Officer
$38.71M
@ $172.05 · 2025-07-18
HUANG JEN-HSUN
Chief Executive Officer
$37.59M
@ $167.08 · 2025-07-15
HUANG JEN-HSUN
Chief Executive Officer
$36.43M
@ $161.91 · 2025-07-10
HUANG JEN-HSUN
Chief Executive Officer
$35.55M
@ $158.02 · 2025-07-07
HUANG JEN-HSUN
Chief Executive Officer
$35.16M
@ $156.27 · 2025-07-01
HUANG JEN-HSUN
Chief Executive Officer
$30.47M
@ $152.33 · 2025-06-26
HUANG JEN-HSUN
Chief Executive Officer
$14.40M
@ $144.04 · 2025-06-23
ROBERTSON DONALD F JR
Officer
$646,469
@ $143.66 · 2025-06-20
BURGESS ROBERT KENNETH
Director
$6.74M
@ $134.82 · 2025-05-30
DABIRI JOHN O
Director
$91,608
@ $138.80 · 2025-05-30
ROBERTSON DONALD F JR
Officer
$525,585
@ $116.80 · 2025-03-21
KRESS COLETTE M.
Chief Financial Officer
$7.79M
@ $116.83 · 2025-03-21
SHAH AARTI S
Director
$2.37M
@ $118.42 · 2025-03-20
BURGESS ROBERT KENNETH
Director
$6.16M
@ $115.49 · 2025-03-13
DABIRI JOHN O
Director
$292,930
@ $110.00 · 2025-03-10
ROBERTSON DONALD F JR
Officer
$608,775
@ $135.28 · 2024-12-13
KRESS COLETTE M.
Chief Financial Officer
$9.03M
@ $135.40 · 2024-12-13
DABIRI JOHN O
Director
$101,672
@ $142.00 · 2024-11-25
ROBERTSON DONALD F JR
Officer
$524,293
@ $116.51 · 2024-09-20
KRESS COLETTE M.
Chief Financial Officer
$7.77M
@ $116.59 · 2024-09-20
HUANG JEN-HSUN
Chief Executive Officer
$28.55M
@ $118.97 · 2024-09-13
HUANG JEN-HSUN
Chief Executive Officer
$26.25M
@ $109.39 · 2024-09-11
HUANG JEN-HSUN
Chief Executive Officer
$25.04M
@ $104.35 · 2024-09-09
HUANG JEN-HSUN
Chief Executive Officer
$25.81M
@ $107.52 · 2024-09-05
HUANG JEN-HSUN
Chief Executive Officer
$27.57M
@ $114.90 · 2024-09-03
HUANG JEN-HSUN
Chief Executive Officer
$24.92M
@ $103.82 · 2024-08-09
HUANG JEN-HSUN
Chief Executive Officer
$25.07M
@ $104.46 · 2024-08-07
HUANG JEN-HSUN
Chief Executive Officer
$24.61M
@ $102.54 · 2024-08-05
HUANG JEN-HSUN
Chief Executive Officer
$27.43M
@ $114.28 · 2024-08-01
HUANG JEN-HSUN
Chief Executive Officer
$26.38M
@ $109.93 · 2024-07-30
HUANG JEN-HSUN
Chief Executive Officer
$27.22M
@ $113.40 · 2024-07-26
HUANG JEN-HSUN
Chief Executive Officer
$28.87M
@ $120.29 · 2024-07-24
HUANG JEN-HSUN
Chief Executive Officer
$28.95M
@ $120.65 · 2024-07-22
Direct ownership only · excludes indirect, option exercises, planned (10b5-1) sales & derivatives

Direct ownership only · excludes indirect, option exercises, planned (10b5-1) sales & derivatives.

🎭 Mr. Market's Mood

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AEP
FearGreed
😐Neutral(58/100)

"Market is pricing this stock without strong emotion in either direction"

Composite sentiment score based on 6 market signals. Inspired by Buffett's "Mr. Market" allegory — fear = potential opportunity, greed = potential risk. Must be used alongside fundamental analysis, not in isolation.
NVDA
FearGreed
😐Neutral(55/100)

"Market is pricing this stock without strong emotion in either direction"

Composite sentiment score based on 6 market signals. Inspired by Buffett's "Mr. Market" allegory — fear = potential opportunity, greed = potential risk. Must be used alongside fundamental analysis, not in isolation.

Composite sentiment score based on market signals. Inspired by Buffett’s "Mr. Market" allegory — fear = potential opportunity, greed = potential risk. Must be used alongside fundamental analysis, not in isolation.

⚖️ Buffett Signal

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AEP
Awaiting DCF Data

The Buffett Signal cross-references market sentiment with DCF valuation. Configure the DCF Analysis above to generate a signal.

DCF Margin of Safety: N/AMr. Market's Mood: Neutral (58)
NVDA
Awaiting DCF Data

The Buffett Signal cross-references market sentiment with DCF valuation. Configure the DCF Analysis above to generate a signal.

DCF Margin of Safety: N/AMr. Market's Mood: Neutral (55)
View AEP Full AnalysisView NVDA Full Analysis