WallStSmart

Bullfrog AI Holdings, Inc. Common Stock (BFRG)vsR1 RCM Inc (RCM)

VS

Smart Verdict

WallStSmart Research — data-driven comparison

R1 RCM Inc generates 2111583% more annual revenue ($2.46B vs $116,670). BFRG leads profitability with a 0.0% profit margin vs -2.5%. RCM earns a higher WallStSmart Score of 39/100 (F).

BFRG

Avoid

18

out of 100

Grade: F

Growth: 5.3Profit: 2.5Value: 5.0Quality: 6.5
Piotroski: 3/9Altman Z: -16.47

RCM

Hold

39

out of 100

Grade: F

Growth: 6.0Profit: 3.0Value: 5.7Quality: 6.0
Piotroski: 6/9Altman Z: 1.34
IV

Intrinsic Value Comparison

Multi-model valuation · Graham Formula

Intrinsic value data unavailable for BFRG.

RCMUndervalued (+26.9%)

Margin of Safety

+26.9%

Fair Value

$19.57

Current Price

$14.31

$5.26 discount

UndervaluedFair: $19.57Overvalued

Key Strengths & Concerns

Side-by-side fundamental analysis

Key Strengths

BFRG2 strengths · Avg: 9.0/10
Debt/EquityHealth
0.0310/10

Conservative balance sheet, low leverage

Price/BookValuation
2.0x8/10

Reasonable price relative to book value

RCM1 strengths · Avg: 8.0/10
Price/BookValuation
2.1x8/10

Reasonable price relative to book value

Areas to Watch

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

0.0% earnings growth

Market CapQuality
$11.77M3/10

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

RCM4 concerns · Avg: 2.8/10
PEG RatioValuation
2.064/10

Expensive relative to growth rate

Operating MarginProfitability
3.8%3/10

Operating margin of 3.8%

Return on EquityProfitability
-2.2%2/10

ROE of -2.2% — below average capital efficiency

EPS GrowthGrowth
-99.3%2/10

Earnings declined 99.3%

Comparative Analysis Report

WallStSmart Research

Bull Case : BFRG

The strongest argument for BFRG centers on Debt/Equity, Price/Book.

Bull Case : RCM

The strongest argument for RCM centers on Price/Book. Revenue growth of 14.7% demonstrates continued momentum.

Bear Case : BFRG

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

Bear Case : RCM

The primary concerns for RCM are PEG Ratio, Operating Margin, Return on Equity.

Key Dynamics to Monitor

BFRG profiles as a value stock while RCM is a turnaround play — different risk/reward profiles.

RCM carries more volatility with a beta of 0.84 — expect wider price swings.

RCM is growing revenue faster at 14.7% — sustainability is the question.

RCM generates stronger free cash flow (60M), providing more financial flexibility.

Bottom Line

RCM scores higher overall (39/100 vs 18/100) and 14.7% revenue growth. Both earn "Hold" 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.

R1 RCM Inc

HEALTHCARE · HEALTH INFORMATION SERVICES · USA

R1 RCM Inc (RCM) stands out as a leading provider of technology-driven revenue cycle management solutions, specifically designed to enhance the financial performance of healthcare organizations across the United States. Leveraging cutting-edge analytics and deep industry insights, R1 RCM optimizes billing processes and boosts operational efficiency for hospitals and outpatient facilities. By maximizing revenue capture while improving patient experiences, the company solidifies its position within a rapidly evolving healthcare landscape. With strategic initiatives aimed at expanding its service offerings and increasing market presence, R1 RCM is poised for sustained growth and a competitive edge in the increasingly complex revenue cycle management sector.

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