WallStSmart

Bullfrog AI Holdings, Inc. Common Stock (BFRG)vsVeeva Systems Inc Class A (VEEV)

VS

Smart Verdict

WallStSmart Research — data-driven comparison

Veeva Systems Inc Class A generates 1157229% more annual revenue ($3.46B vs $298,800). VEEV leads profitability with a 29.3% profit margin vs 0.0%. VEEV earns a higher WallStSmart Score of 66/100 (B-).

BFRG

Avoid

30

out of 100

Grade: F

Growth: 8.0Profit: 2.5Value: 5.0Quality: 6.5
Piotroski: 3/9Altman Z: -16.47

VEEV

Strong Buy

66

out of 100

Grade: B-

Growth: 8.7Profit: 8.0Value: 6.7Quality: 9.0
Piotroski: 4/9Altman Z: 4.78
IV

Intrinsic Value Comparison

Multi-model valuation · Graham Formula

Intrinsic value data unavailable for BFRG.

VEEVUndervalued (+41.2%)

Margin of Safety

+41.2%

Fair Value

$301.18

Current Price

$262.40

$38.78 discount

UndervaluedFair: $301.18Overvalued

Key Strengths & Concerns

Side-by-side fundamental analysis

Key Strengths

BFRG3 strengths · Avg: 10.0/10
Price/BookValuation
1.3x10/10

Reasonable price relative to book value

Revenue GrowthGrowth
548.0%10/10

Revenue surging 548.0% year-over-year

Debt/EquityHealth
0.0110/10

Conservative balance sheet, low leverage

VEEV6 strengths · Avg: 8.8/10
Debt/EquityHealth
0.0210/10

Conservative balance sheet, low leverage

Altman Z-ScoreHealth
4.7810/10

Safe zone — low bankruptcy risk

Profit MarginProfitability
29.3%9/10

Keeps 29 of every $100 in revenue as profit

Operating MarginProfitability
29.6%8/10

Strong operational efficiency at 29.6%

Revenue GrowthGrowth
17.6%8/10

17.6% revenue growth

EPS GrowthGrowth
39.5%8/10

Earnings expanding 39.5% YoY

Areas to Watch

BFRG4 concerns · Avg: 3.3/10
EPS GrowthGrowth
0.0%4/10

0.0% earnings growth

Market CapQuality
$8.82M3/10

Smaller company, higher risk/reward

Profit MarginProfitability
0.0%3/10

0.0% margin — thin

Piotroski F-ScoreQuality
3/93/10

Weak financial health signals

VEEV1 concerns · Avg: 2.0/10
P/E RatioValuation
43.4x2/10

Premium valuation, high expectations priced in

Comparative Analysis Report

WallStSmart Research

Bull Case : BFRG

The strongest argument for BFRG centers on Price/Book, Revenue Growth, Debt/Equity. Revenue growth of 548.0% demonstrates continued momentum.

Bull Case : VEEV

The strongest argument for VEEV centers on Debt/Equity, Altman Z-Score, Profit Margin. Profitability is solid with margins at 29.3% and operating margin at 29.6%. Revenue growth of 17.6% demonstrates continued momentum.

Bear Case : BFRG

The primary concerns for BFRG are EPS Growth, Market Cap, Profit Margin.

Bear Case : VEEV

The primary concerns for VEEV are P/E Ratio. A P/E of 43.4x leaves little room for execution misses.

Key Dynamics to Monitor

BFRG profiles as a hypergrowth stock while VEEV is a growth play — different risk/reward profiles.

VEEV carries more volatility with a beta of 0.97 — expect wider price swings.

BFRG is growing revenue faster at 548.0% — sustainability is the question.

VEEV generates stronger free cash flow (231M), providing more financial flexibility.

Bottom Line

VEEV scores higher overall (66/100 vs 30/100), backed by strong 29.3% margins and 17.6% revenue growth. Both earn "Strong 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.

Bullfrog AI Holdings, Inc. Common Stock

HEALTHCARE · HEALTH INFORMATION SERVICES · USA

BullFrog AI Holdings, Inc., is a digital biopharmaceutical company that focuses on artificial intelligence and machine learning (AI/ML) driven analysis of data sets in medicine and healthcare in the United States. The company is headquartered in Gaithersburg, Maryland.

Veeva Systems Inc Class A

HEALTHCARE · HEALTH INFORMATION SERVICES · USA

Veeva Systems Inc. provides cloud-based software for the life sciences industry in North America, Europe, Asia Pacific, the Middle East, Africa, and Latin America. The company is headquartered in Pleasanton, California.

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