RR (Richtech Robotics) Piotroski F-Score: 3 (As of Jun. 27, 2026) — 25% Below Median


RR Richtech Robotics Inc RR
13 GF Score
Price $1.93
! 4 Warning Signs
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What is Richtech Robotics Piotroski F-Score?

Richtech Robotics RR +1.84% 13 Piotroski F-Score is 3 as of Jun. 27, 2026, which is 25% below its 10-year median of 4.00. GuruFocus rates RR with a GF Score™ of 13/100. The stock has 4 warning signs investors should review. Among 2,979 Industrial Products companies, Richtech Robotics ranks worse than 82.28% on this metric.

Warning Sign:

Piotroski F-Score of 3 is low, which usually implies poor business operation.

The zones of discrimination were as such:

Good or high score = 7, 8, 9
Bad or low score = 0, 1, 2, 3

Richtech Robotics has an F-score of 3. It is a bad or low score, which usually implies poor business operation.

The historical rank and industry rank for Richtech Robotics's Piotroski F-Score or its related term are showing as below:

RR' s Piotroski F-Score Range Over the Past 10 Years
Min: 3   Med: 4   Max: 5
Current: 3

During the past 5 years, the highest Piotroski F-Score of Richtech Robotics was 5. The lowest was 3. And the median was 4.

Richtech Robotics  (NAS:RR) Piotroski F-Score Explanation

The developer of the system is Joseph D. Piotroski is relatively unknown accounting professor who shuns publicity and rarely gives interviews.

He graduated from the University of Illinois with a B.S. in accounting in 1989, received an M.B.A. from Indiana University in 1994. Five years later, in 1999, after earning a Ph.D. in accounting from the University of Michigan, he became an associate professor of accounting at the University of Chicago.

In 2000, he wrote a research paper called "Value Investing: The Use of Historical Financial Statement Information to Separate Winners from Losers" (pdf).

He wanted to see if he can develop a system (using a simple nine-point scoring system) that can increase the returns of a strategy of investing in low price to book (referred to in the paper as high book to market) value companies.

What he found was something that exceeded his most optimistic expectations.

Buying only those companies that scored highest (8 or 9) on his nine-point scale, or F-Score as he called it, over the 20 year period from 1976 to 1996 led to an average out-performance over the market of 13.4%.

Even more impressive were the results of a strategy of investing in the highest F-Score companies (8 or 9) and shorting companies with the lowest F-Score (0 or 1).

Over the same period from 1976 to 1996 (20 years) this strategy led to an average yearly return of 23%, substantially outperforming the average S&P 500 index return of 15.83% over the same period.


Richtech Robotics Piotroski F-Score Related Terms


Richtech Robotics Piotroski F-Score Historical Data

* Premium members only.

The historical data trend for Richtech Robotics's Piotroski F-Score 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.

Richtech Robotics Piotroski F-Score Chart

Richtech Robotics Annual Data
Trend Sep21 Sep22 Sep23 Sep24 Sep25
Piotroski F-Score
N/A N/A 4.00 3.00 5.00

Richtech Robotics Quarterly Data
Sep21 Dec21 Mar22 Jun22 Sep22 Dec22 Mar23 Jun23 Sep23 Dec23 Mar24 Jun24 Sep24 Dec24 Mar25 Jun25 Sep25 Dec25
Piotroski F-Score Get a 7-Day Free Trial Premium Member Only Premium Member Only Premium Member Only Premium Member Only Premium Member Only Premium Member Only Premium Member Only Premium Member Only Premium Member Only Premium Member Only 4.00 3.00 4.00 5.00 3.00

RR vs KRNT, SERV, PKOH: Piotroski F-Score Comparison

For the Specialty Industrial Machinery subindustry, Richtech Robotics's Piotroski F-Score, along with its competitors' market caps and Piotroski F-Score 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.


Richtech Robotics Piotroski F-Score vs Industrial Products Industry

For the Industrial Products industry and Industrials sector, Richtech Robotics's Piotroski F-Score distribution charts can be found below:

* The bar in red indicates where Richtech Robotics's Piotroski F-Score falls into.


RR
13GF Score
Richtech Robotics Inc RR
Piotroski F-Score is just one metric. See GF Score™, valuation, warning signs, and more.
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How is the Piotroski F-Score calculated?

* 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.

This Year (Dec25) TTM:Last Year (Dec24) TTM:
Net Income was -4.54 + -4.063 + -3.594 + -8.402 = $-20.60 Mil.
Cash Flow from Operations was -4.477 + -3.121 + 2.154 + -1.605 = $-7.05 Mil.
Revenue was 1.167 + 1.177 + 1.444 + 1.147 = $4.94 Mil.
Gross Profit was 0.713 + 0.876 + 0.566 + 0.6 = $2.76 Mil.
Average Total Assets from the begining of this year (Dec24)
to the end of this year (Dec25) was
(51.424 + 57.179 + 107.329 + 272.758 + 349.384) / 5 = $167.6148 Mil.
Total Assets at the begining of this year (Dec24) was $51.42 Mil.
Long-Term Debt & Capital Lease Obligation was $0.33 Mil.
Total Current Assets was $332.58 Mil.
Total Current Liabilities was $9.31 Mil.
Net Income was -1.12 + -1.313 + -2.959 + -3.548 = $-8.94 Mil.

Revenue was 1.165 + 1.443 + 0.525 + 1.257 = $4.39 Mil.
Gross Profit was 0.68 + 1.014 + 0.416 + 1.134 = $3.24 Mil.
Average Total Assets from the begining of last year (Dec23)
to the end of last year (Dec24) was
(12.311 + 13.221 + 13.38 + 42.651 + 51.424) / 5 = $26.5974 Mil.
Total Assets at the begining of last year (Dec23) was $12.31 Mil.
Long-Term Debt & Capital Lease Obligation was $0.46 Mil.
Total Current Assets was $39.46 Mil.
Total Current Liabilities was $0.99 Mil.

*Note: If the latest quarterly/semi-annual/annual total assets data is 0, then we will use previous quarterly/semi-annual/annual data for all the items in the balance sheet.

Profitability

Question 1. Return on Assets (ROA)

Net income before extraordinary items for the year divided by Total Assets at the beginning of the year.

Score 1 if positive, 0 if negative.

Richtech Robotics's current Net Income (TTM) was -20.60. ==> Negative ==> Score 0.

Question 2. Cash Flow Return on Assets (CFROA)

Net cash flow from operating activities (operating cash flow) divided by Total Assets at the beginning of the year.

Score 1 if positive, 0 if negative.

Richtech Robotics's current Cash Flow from Operations (TTM) was -7.05. ==> Negative ==> Score 0.

Question 3. Change in Return on Assets

Compare this year's return on assets (1) to last year's return on assets.

Score 1 if it's higher, 0 if it's lower.

ROA (This Year)=Net Income/Total Assets (Dec24)
=-20.599/51.424
=-0.40057172

ROA (Last Year)=Net Income/Total Assets (Dec23)
=-8.94/12.311
=-0.72617984

Richtech Robotics's return on assets of this year was -0.40057172. Richtech Robotics's return on assets of last year was -0.72617984. ==> This year is higher. ==> Score 1.

Question 4. Quality of Earnings (Accrual)

Compare Cash flow return on assets (2) to return on assets (1)

Score 1 if CFROA > ROA, 0 if CFROA <= ROA.

Richtech Robotics's current Net Income (TTM) was -20.60. Richtech Robotics's current Cash Flow from Operations (TTM) was -7.05. ==> -7.05 > -20.60 ==> CFROA > ROA ==> Score 1.

Funding

Question 5. Change in Gearing or Leverage

Compare this year's gearing (long-term debt divided by average total assets) to last year's gearing.

Score 0 if this year's gearing is higher, 1 otherwise.

Gearing (This Year: Dec25)=Long-Term Debt & Capital Lease Obligation/Average Total Assets from Dec24 to Dec25
=0.326/167.6148
=0.00194494

Gearing (Last Year: Dec24)=Long-Term Debt & Capital Lease Obligation/Average Total Assets from Dec23 to Dec24
=0.464/26.5974
=0.01744531

Richtech Robotics's gearing of this year was 0.00194494. Richtech Robotics's gearing of last year was 0.01744531. ==> This year is lower or equal to last year. ==> Score 1.

Question 6. Change in Working Capital (Liquidity)

Compare this year's current ratio (current assets divided by current liabilities) to last year's current ratio.

Score 1 if this year's current ratio is higher, 0 if it's lower

Current Ratio (This Year: Dec25)=Total Current Assets/Total Current Liabilities
=332.584/9.307
=35.73482325

Current Ratio (Last Year: Dec24)=Total Current Assets/Total Current Liabilities
=39.458/0.993
=39.73615307

Richtech Robotics's current ratio of this year was 35.73482325. Richtech Robotics's current ratio of last year was 39.73615307. ==> Last year's current ratio is higher ==> Score 0.

Question 7. Change in Shares in Issue

Compare the number of shares in issue this year, to the number in issue last year.

Score 0 if there is larger number of shares in issue this year, 1 otherwise.

Richtech Robotics's number of shares in issue this year was 197.732. Richtech Robotics's number of shares in issue last year was 95.785. ==> There is larger number of shares in issue this year. ==> Score 0.

Efficiency

Question 8. Change in Gross Margin

Compare this year's gross margin (Gross Profit divided by sales) to last year's.

Score 1 if this year's gross margin is higher, 0 if it's lower.

Gross Margin (This Year: TTM)=Gross Profit/Revenue
=2.755/4.935
=0.55825735

Gross Margin (Last Year: TTM)=Gross Profit/Revenue
=3.244/4.39
=0.73895216

Richtech Robotics's gross margin of this year was 0.55825735. Richtech Robotics's gross margin of last year was 0.73895216. ==> Last year's gross margin is higher ==> Score 0.

Question 9. Change in asset turnover

Compare this year's asset turnover (total sales for the year divided by total assets at the beginning of the year) to last year's asset turnover ratio.

Score 1 if this year's asset turnover ratio is higher, 0 if it's lower

Asset Turnover (This Year)=Revenue/Total Assets at the Beginning of This Year (Dec24)
=4.935/51.424
=0.09596686

Asset Turnover (Last Year)=Revenue/Total Assets at the Beginning of Last Year (Dec23)
=4.39/12.311
=0.35659167

Richtech Robotics's asset turnover of this year was 0.09596686. Richtech Robotics's asset turnover of last year was 0.35659167. ==> Last year's asset turnover is higher ==> Score 0.

Evaluation

Piotroski F-Score= Que. 1+ Que. 2+ Que. 3+Que. 4+Que. 5+Que. 6+Que. 7+Que. 8+Que. 9
=0+0+1+1+1+0+0+0+0
=3

Good or high score = 7, 8, 9
Bad or low score = 0, 1, 2, 3

Richtech Robotics has an F-score of 3. It is a bad or low score, which usually implies poor business operation.

Frequently Asked Questions Learn more about Piotroski F-Score →
What does a Piotroski F-Score of 3 mean?
Richtech Robotics (RR) has a Piotroski F-Score of 3 as of Jun. 27, 2026. The Piotroski F-score grades a company's business operating strength from 0-9. View historical data on Richtech Robotics and its competitors. This is 25% below median its historical median of 4.00. Over the past decade, Richtech Robotics' Piotroski F-Score has ranged from 3.00 to 5.00. According to the industry distribution chart, Richtech Robotics ranks #2451 out of 2979 companies in the Industrial Products industry, placing it in the top 82.3%.
Is Richtech Robotics' Piotroski F-Score too high?
Richtech Robotics' current Piotroski F-Score of 3 is 25% below median its 10-year median of 4.00. Over the past 10 years, this metric has ranged from a low of 3.00 to a high of 5.00. The Industrial Products industry median Piotroski F-Score is 5.00. Richtech Robotics' value of 3 is 40% below this industry median. Based on the distribution chart, Richtech Robotics ranks #2451 out of 2979 companies in the Industrial Products industry, which is in the bottom quartile relative to peers. Overall, Richtech Robotics has a GF Score™ of 13/100, reflecting its overall financial health beyond just this single metric.
How does Richtech Robotics' Piotroski F-Score compare to KRNT and SERV?
According to the Industrial Products industry distribution chart, Richtech Robotics ranks #2451 out of 2979 companies for Piotroski F-Score. This places Richtech Robotics in the lower half of its industry. The industry median Piotroski F-Score is 5.00. Richtech Robotics' value of 3 is 40% below this benchmark. Historically, Richtech Robotics' own Piotroski F-Score has ranged from 3.00 to 5.00 over the past decade. While the company's 10-year median is 4.00 vs. the industry median of 5.00, Richtech Robotics has consistently been below the industry average. See the competitive comparison table and distribution chart on this page for a detailed peer-by-peer breakdown.
What is a good Piotroski F-Score for an Industrial Products company?
The median Piotroski F-Score among Industrial Products companies is 5.00, based on 2,979 companies in the industry. Companies in the top quartile (top 25%) have a Piotroski F-Score significantly above this median, while those in the bottom quartile fall well below. However, Piotroski F-Score should not be evaluated in isolation — investors should consider it alongside profitability, growth, and financial strength metrics. Richtech Robotics's current Piotroski F-Score of 3 is 40% below the industry median. Use the industry distribution chart on this page to see where any company falls relative to its peers.
What does a high Piotroski F-Score mean?
A high Piotroski F-Score can signal that a stock is expensive relative to its fundamentals. The Piotroski F-score grades a company's business operating strength from 0-9. View historical data on Richtech Robotics and its competitors. For the Industrial Products industry, the median Piotroski F-Score is 5.00 — values significantly above this may indicate overvaluation, while values below may suggest a bargain or underlying issues. Richtech Robotics's current Piotroski F-Score is 3, which is 25% below median its own 10-year median of 4.00. However, context matters — high-growth companies often justify higher valuations. Always evaluate alongside other metrics like GF Score™ and GF Value™.
Is Richtech Robotics stock overvalued right now?
Richtech Robotics (RR) has a current Piotroski F-Score of 3. The current Piotroski F-Score is 3, which is 25% below median its 10-year median of 4.00 and 40% below the Industrial Products industry median of 5.00. Richtech Robotics' overall GF Score™ is 13/100 with 4 warning signs to review. Investors should evaluate multiple metrics — including profitability, growth, and financial strength — before making a decision.
How is Piotroski F-Score calculated?
Piotroski F-Score is calculated from a company's financial statements. For Richtech Robotics (RR), the current Piotroski F-Score is 3 as of Jun. 27, 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.

Richtech Robotics Business Description

Address 2975 Lincoln Road, Las Vegas, NV, USA, 89115
Richtech Robotics Inc is a robotics and artificial intelligence (AI) technology company focused on developing embodied AI systems that aims to improve the efficiency and productivity of businesses. The company trains proprietary artificial intelligence models on in-house data to operate robotic systems in the real world. It designs, engineers, manufactures, and deploys next generation embodied AI systems to serve a wide range of industries, including food service, retail, industrial manufacturing, automotive, healthcare, and hospitality. The company's offerings include Commercial Robotic Products, Industrial Robotic Products and Data Services. The company generated the majority of its revenue through product revenue (i.e. outright hardware sales).
13GF Score

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