Focused on building reliable datasets, financial models, and research tools for value-minded investors. Committed to turning complex data into practical guidance for value-investing and long-term wealth.
Dr. Charlie Tian is the founder and CEO of GuruFocus.com, a leading global investment research platform established in 2004. With a Ph.D. in physics, Dr. Tian transitioned from science to finance, applying a data-driven, disciplined approach to value investing.
Bullfrog AI HoldingsBFRG +10.85%33 Debt-to-EBITDA is -0.02 as of Mar. 2026. GuruFocus rates BFRG with a GF Score™ of 33/100. The stock has 1 warning sign investors should review. Among 476 Healthcare Providers & Services companies, Bullfrog AI Holdings ranks worse than 210083.82% on this metric.
Debt-to-EBITDA measures a company's ability to pay off its debt.
A high Debt-to-EBITDA ratio generally means that a company may spend more time to paying off its debt. According to Joel Tillinghast's BIG MONEY THINKS SMALL: Biases, Blind Spots, and Smarter Investing, a ratio of Debt-to-EBITDA exceeding four is usually considered scary unless tangible assets cover the debt.
The historical rank and industry rank for Bullfrog AI Holdings's Debt-to-EBITDA or its related term are showing as below:
BFRG'
s Debt-to-EBITDA Range Over the Past 10 Years
Min: -1.08 Med: -0.64 Max: -0.02
Current: -0.02
During the past 6 years, the highest Debt-to-EBITDA Ratio of Bullfrog AI Holdings was -0.02. The lowest was -1.08. And the median was -0.64.
BFRG's Debt-to-EBITDA is ranked worse than 100% of 476
companies
in the Healthcare Providers & Services industry
Industry Median: 2.21
vs BFRG: -0.02
A high Debt-to-EBITDA ratio generally means that a company may spend more time to paying off its debt.
According to Joel Tillinghast's BIG MONEY THINKS SMALL: Biases, Blind Spots, and Smarter Investing, a ratio of Debt-to-EBITDA exceeding four is usually considered scary unless tangible assets cover the debt.
Bullfrog AI Holdings Debt-to-EBITDA Related Terms
Bullfrog AI Holdings Debt-to-EBITDA Historical Data
* Premium members only.
The historical data trend for Bullfrog AI Holdings's Debt-to-EBITDA can be seen below:
* For Operating Data section: All numbers are indicated by the unit behind each term and all currency related amount are in USD. * For other sections: All numbers are in millions except for per share data, ratio, and percentage. All currency related amount are indicated in the company's associated stock exchange currency.
BFRG vs PBSV, MGRX, VYND: Debt-to-EBITDA Comparison
For the Health Information Services subindustry, Bullfrog AI Holdings's Debt-to-EBITDA, along with its competitors' market caps and Debt-to-EBITDA data, can be viewed below:
* Competitive companies are chosen from companies within the same industry, with headquarter located in same country, with closest market capitalization; x-axis shows the market cap, and y-axis shows the term value; the bigger the dot, the larger the market cap. Note that "N/A" values will not show up in the chart.
Bullfrog AI Holdings Debt-to-EBITDA vs Healthcare Providers & Services Industry
For the Healthcare Providers & Services industry and Healthcare sector, Bullfrog AI Holdings's Debt-to-EBITDA distribution charts can be found below:
* The bar in red indicates where Bullfrog AI Holdings's Debt-to-EBITDA falls into.
* For Operating Data section: All numbers are indicated by the unit behind each term and all currency related amount are in USD. * For other sections: All numbers are in millions except for per share data, ratio, and percentage. All currency related amount are indicated in the company's associated stock exchange currency.
In the calculation of annual Debt-to-EBITDA, the EBITDA of the last fiscal year is used. In calculating the annualized quarterly data,
the EBITDA data used here is four times the quarterly (Mar. 2026) EBITDA data.
Bullfrog AI Holdings (BFRG) has a Debt-to-EBITDA of -0.02 as of Mar. 2026. Debt-to-EBITDA ratio represents the ratio of total debt to total earnings before interest, taxes, depreciation and amortization. View historical data on Bullfrog AI Holdings. According to the industry distribution chart, Bullfrog AI Holdings ranks #999999 out of 476 companies in the Healthcare Providers & Services industry.
Is Bullfrog AI Holdings' Debt-to-EBITDA too high?
Bullfrog AI Holdings' current Debt-to-EBITDA is -0.02. Based on the distribution chart, Bullfrog AI Holdings ranks #999999 out of 476 companies in the Healthcare Providers & Services industry, which is in the bottom quartile relative to peers. Overall, Bullfrog AI Holdings has a GF Score™ of 33/100, reflecting its overall financial health beyond just this single metric.
How does Bullfrog AI Holdings' Debt-to-EBITDA compare to PBSV and MGRX?
According to the Healthcare Providers & Services industry distribution chart, Bullfrog AI Holdings ranks #999999 out of 476 companies for Debt-to-EBITDA. This places Bullfrog AI Holdings in the lower half of its industry. The industry median Debt-to-EBITDA is 2.21. See the competitive comparison table and distribution chart on this page for a detailed peer-by-peer breakdown.
What is a good Debt-to-EBITDA for a Healthcare Providers & Services company?
The median Debt-to-EBITDA among Healthcare Providers & Services companies is 2.21, based on 476 companies in the industry. Companies in the top quartile (top 25%) have a Debt-to-EBITDA significantly above this median, while those in the bottom quartile fall well below. However, Debt-to-EBITDA should not be evaluated in isolation — investors should consider it alongside profitability, growth, and financial strength metrics. Use the industry distribution chart on this page to see where any company falls relative to its peers.
What does a high Debt-to-EBITDA mean?
A high Debt-to-EBITDA can signal that a stock is expensive relative to its fundamentals. Debt-to-EBITDA ratio represents the ratio of total debt to total earnings before interest, taxes, depreciation and amortization. View historical data on Bullfrog AI Holdings. For the Healthcare Providers & Services industry, the median Debt-to-EBITDA is 2.21 — values significantly above this may indicate overvaluation, while values below may suggest a bargain or underlying issues. Bullfrog AI Holdings's current Debt-to-EBITDA is -0.02. However, context matters — high-growth companies often justify higher valuations. Always evaluate alongside other metrics like GF Score™ and GF Value™.
Is Bullfrog AI Holdings stock overvalued right now?
Bullfrog AI Holdings (BFRG) has a current Debt-to-EBITDA of -0.02. The current Debt-to-EBITDA is -0.02. Bullfrog AI Holdings' overall GF Score™ is 33/100 with 1 warning sign to review. Investors should evaluate multiple metrics — including profitability, growth, and financial strength — before making a decision.
How is Debt-to-EBITDA calculated?
Debt-to-EBITDA is calculated from a company's financial statements. For Bullfrog AI Holdings (BFRG), the current Debt-to-EBITDA is -0.02 as of Mar. 2026. GuruFocus calculates this using data sourced from SEC filings and annual reports. See the calculation section and 30-year financial data on this page for the full breakdown.
Bullfrog AI Holdings Inc is a clinical-phase Biotechnology company using machine learning to advance medicine and improve human health. It uses artificial intelligence and machine learning to advance medicines for both internal and external projects. The Company is focused specifically on advance artificial intelligence and machine learning (AI/ML)- driven analysis of complex datasets in medicine and healthcare. The Company's objective is to use its AI/ML platform to provide a precision-medicine approach to drug-asset enablement through external partnerships and selective internal development.
33GF Score
Get the complete analysis for BFRG
Debt-to-EBITDA is just one metric. See GF Value™, 30-year financials, guru trades, warning signs, and more.
Quick Browse
Personalize
Premium Gurus 
Create New Portfolio
BFRG has been successfully added to your 
