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

15

out of 100

Grade: F

Growth: 3.7Profit: 2.5Value: 5.0Quality: 5.0

RCM

Hold

39

out of 100

Grade: F

Growth: 6.0Profit: 3.0Value: 6.7Quality: 5.0

Key Strengths & Concerns

Side-by-side fundamental analysis

Key Strengths

BFRG1 strengths · Avg: 8.0/10
Price/BookValuation
3.0x8/10

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: 3.0/10
EPS GrowthGrowth
0.0%4/10

0.0% earnings growth

Market CapQuality
$6.40M3/10

Smaller company, higher risk/reward

Profit MarginProfitability
0.0%3/10

0.0% margin — thin

Return on EquityProfitability
-2.3%2/10

ROE of -2.3% — below average capital efficiency

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 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 15/100) 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) is a leading provider of technology-enabled revenue cycle management services, specializing in optimizing the financial performance of healthcare organizations. By leveraging advanced analytics and industry expertise, R1 RCM delivers comprehensive solutions that streamline patient billing processes and enhance operational efficiencies across a diverse portfolio of clients, including hospitals and outpatient facilities. The company's innovative approach not only improves revenue capture but also elevates the patient experience, positioning R1 RCM as a key player in the evolving healthcare landscape. With a robust growth strategy focused on expanding its service offerings and market reach, R1 RCM is poised to capitalize on the increasing demand for effective revenue cycle solutions in the healthcare sector.

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