Caterpillar Piotroski F Score
CAT  Stock  USD 236.13 0.44 0.19% 
Caterpillar  Piotroski F Score 
At this time, it appears that Caterpillar's Piotroski F Score is Healthy. Although some professional money managers and academia have recently criticized Piotroski FScore model, we still consider it an effective method of predicting the state of the financial strength of any organization that is not predisposed to accounting gimmicks and manipulations. Using this score on the criteria to originate an efficient longterm portfolio can help investors filter out the purely speculative stocks or equities playing fundamental games by manipulating their earnings..
5.0
Piotroski F Score  Healthy
1  Current Return On Assets  Positive  Focus 
2  Change in Return on Assets  Increased  Focus 
3  Cash Flow Return on Assets  Positive  Focus 
4  Current Quality of Earnings (accrual)  Decreasing  Focus 
5  Asset Turnover Growth  Increase  Focus 
6  Current Ratio Change  Decrease  Focus 
7  Long Term Debt Over Assets Change  Lower Leverage  Focus 
8  Change In Outstending Shares  Increase  Focus 
9  Change in Gross Margin  No Change  Focus 
Caterpillar Piotroski F Score Drivers
The critical factor to consider when applying the Piotroski F Score to Caterpillar is to make sure Caterpillar is not a subject of accounting manipulations and runs a healthy internal audit department. So, if Caterpillar's auditors report directly to the board (not management), the managers will be reluctant to manipulate simply due to the fear of punishment. On the other hand, the auditors will be free to investigate the ledgers properly because they know that the board has their back. Below are the main accounts that are used in the Piotroski F Score model. By analyzing the historical trends of the mains drivers, investors can determine if Caterpillar's financial numbers are properly reported.
Current Value  Last Year  Change From Last Year  10 Year Trend  

Weighted Average Shares Diluted  642 M  548.5 M 

 
Weighted Average Shares  633.8 M  544 M 

 
Return on Average Assets  8.69  8.055 

 
Net Cash Flow from Operations  6.6 B  7.2 B 

 
Current Liabilities  27.1 B  29.8 B 

 
Total Liabilities  62 B  66.3 B 

 
Gross Margin  28.28  30.327 

 
Total Debt  35.6 B  37.8 B 

 
Asset Turnover  0.71  0.6327 

 
Current Assets  38.8 B  43.5 B 

 
Total Assets  77 B  82.8 B 


Caterpillar F Score Driver Matrix
One of the toughest challenges investors face today is learning how to quickly synthesize historical financial statements and information provided by the company, SEC reporting, and various external parties in order to project the various growth rates. Understanding the correlation between Caterpillar's different financial indicators related to revenue, expenses, operating profit, and net earnings helps investors identify and prioritize their investing strategies towards Caterpillar in a muchoptimized way.
Click cells to compare fundamentals
About Caterpillar Piotroski F Score
FScore is one of many stock grading techniques developed by Joseph Piotroski, a professor of accounting at the Stanford University Graduate School of Business. It was published in 2002 under the paper titled Value Investing: The Use of Historical Financial Statement Information to Separate Winners from Losers. Piotroski F Score is based on binary analysis strategy in which stocks are given one point for passing 9 very simple fundamental tests, and zero point otherwise. According to Mr. Piotroski's analysis, his FScore binary model can help to predict the performance of low pricetobook stocks.Weighted Average Shares  633.83 Million 
Caterpillar Current Valuation Drivers
We derive many important indicators used in calculating different scores of Caterpillar from analyzing Caterpillar's financial statements. These drivers represent accounts that assess Caterpillar's ability to generate profits relative to its revenue, operating costs, and shareholders' equity. Below are some of Caterpillar's important valuation drivers and their relationship over time.
2017  2018  2019  2020  2021  2022 (projected)  
Net Income Per Employee  7.66 K  59.11 K  59.56 K  30.73 K  60.25 K  65.01 K  
Revenue Per Employee  462.01 K  526.17 K  525.9 K  427.89 K  473.27 K  446.13 K  
Average Assets  77.9 B  78.43 B  78.59 B  76.88 B  81.5 B  76.81 B  
Earnings Before Interest Taxes and Depreciation Amortization EBITDA  7.81 B  11.38 B  11.24 B  7.22 B  11.2 B  9.64 B  
Earnings Before Interest Taxes and Depreciation Amortization USD  7.5 B  11.02 B  10.84 B  6.95 B  11.07 B  10.8 B  
Earnings before Tax  4.09 B  7.84 B  7.84 B  4 B  8.23 B  7.42 B  
Average Equity  14.3 B  15.05 B  14.99 B  14.6 B  16.68 B  15.46 B  
Enterprise Value  120.08 B  102.75 B  111.62 B  127.69 B  139.17 B  132.18 B  
Free Cash Flow  4.53 B  4.58 B  5.4 B  4.98 B  5.99 B  5.84 B  
Invested Capital  68.34 B  70.87 B  73.44 B  72.72 B  74.11 B  70.3 B  
Invested Capital Average  69.58 B  70.5 B  72.7 B  72.73 B  73.9 B  70.24 B  
Market Capitalization  93.75 B  74.98 B  81.62 B  98.88 B  111.83 B  100.19 B  
Tangible Asset Value  68.65 B  70.39 B  70.69 B  70.62 B  75.43 B  69.86 B  
Working Capital  9.31 B  10.38 B  12.57 B  13.75 B  13.61 B  13.32 B 
Caterpillar ESG Sustainability
Some studies have found that companies with high sustainability scores are getting higher valuations than competitors with lower socialengagement activities. While most ESG disclosures are voluntary and do not directly affect the long term financial condition, Caterpillar's sustainability indicators can be used to identify proper investment strategies using environmental, social, and governance scores that are crucial to Caterpillar's managers, analysts, and investors.Environment Score  Governance Score  Social Score 
About Caterpillar Fundamental Analysis
The Macroaxis Fundamental Analysis modules help investors analyze Caterpillar's financials across various querterly and yearly statements, indicators and fundamental ratios. We help investors to determine the real value of Caterpillar using virtually all public information available. We use both quantitative as well as qualitative analysis to arrive at the intrinsic value of Caterpillar based on its fundamental data. In general, a quantitative approach, as applied to this company, focuses on analyzing financial statements comparatively, whereas a qaualitative method uses data that is important to a company's growth but cannot be measured and presented in a numerical way.
Please read more on our fundamental analysis page.Caterpillar Inc. manufactures and sells construction and mining equipment, diesel and natural gas engines, and industrial gas turbines. The company was founded in 1925 and is headquartered in Deerfield, Illinois. Caterpillar operates under Farm Heavy Construction Machinery classification in the United States and is traded on New York Stock Exchange. It employs 107700 people.
Caterpillar Investors Sentiment
The influence of Caterpillar's investor sentiment on the probability of its price appreciation or decline could be a good factor in your decisionmaking process regarding taking a position in Caterpillar. The overall investor sentiment generally increases the direction of a stock movement in a oneyear investment horizon. However, the impact of investor sentiment on the entire stock markets does not have a solid backing from leading economists and market statisticians.
Investor biases related to Caterpillar's public news can be used to forecast risks associated with investment in Caterpillar. The trend in average sentiment can be used to explain how an investor holding Caterpillar can time the market purely based on public headlines and social activities around Caterpillar. Please note that most equiteis that are difficult to arbitrage are affected by market sentiment the most.
Caterpillar's market sentiment shows the aggregated news analyzed to detect positive and negative mentions from the text and comments. The data is normalized to provide daily scores for Caterpillar's and other traded tickers. The bigger the bubble, the more accurate is the estimated score. Higher bars for a given day show more participation in the average Caterpillar's news discussions. The higher the estimated score, the more favorable is the investor's outlook on Caterpillar.
Caterpillar Implied Volatility  34.59 
Caterpillar's implied volatility exposes the market's sentiment of Caterpillar stock's possible movements over time. However, it does not forecast the overall direction of its price. In a nutshell, if Caterpillar's implied volatility is high, the market thinks the stock has potential for high price swings in either direction. On the other hand, the low implied volatility suggests that Caterpillar stock will not fluctuate a lot when Caterpillar's options are near their expiration.
Some investors attempt to determine whether the market's mood is bullish or bearish by monitoring changes in market sentiment. Unlike more traditional methods such as technical analysis, investor sentiment usually refers to the aggregate attitude towards Caterpillar in the overall investment community. So, suppose investors can accurately measure the market's sentiment. In that case, they can use it for their benefit. For example, some tools to gauge market sentiment could be utilized using contrarian indexes, Caterpillar's short interest history, or implied volatility extrapolated from Caterpillar options trading.
Pair Trading with Caterpillar
One of the main advantages of trading using pair correlations is that every trade hedges away some risk. Because there are two separate transactions required, even if Caterpillar position performs unexpectedly, the other equity can make up some of the losses. Pair trading also minimizes risk from directional movements in the market. For example, if an entire industry or sector drops because of unexpected headlines, the short position in Caterpillar will appreciate offsetting losses from the drop in the long position's value.Moving together with Caterpillar
+  0.92  REVG  Rev Group  Fiscal Year End 21st of December 2022  PairCorr  
+  0.78  ABM  ABM Industries Incor  Fiscal Year End 21st of December 2022  PairCorr 
Moving against Caterpillar
  0.59  NKLA  NikolaCorp  Normal Trading  PairCorr  
  0.58  MESA  Mesa Air Group  Fiscal Year End 8th of December 2022  PairCorr 
The ability to find closely correlated positions to Caterpillar could be a great tool in your taxloss harvesting strategies, allowing investors a quick way to find a similarenough asset to replace Caterpillar when you sell it. If you don't do this, your portfolio allocation will be skewed against your target asset allocation. So, investors can't just sell and buy back Caterpillar  that would be a violation of the tax code under the "wash sale" rule, and this is why you need to find a similar enough asset and use the proceeds from selling Caterpillar to buy it.
The correlation of Caterpillar is a statistical measure of how it moves in relation to other equities. This measure is expressed in what is known as the correlation coefficient, which ranges between 1 and +1. A perfect positive correlation (i.e., a correlation coefficient of +1) implies that as Caterpillar moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if Caterpillar moves in either direction, the perfectly negatively correlated security will move in the opposite direction. If the correlation is 0, the equities are not correlated; they are entirely random. A correlation greater than 0.8 is generally described as strong, whereas a correlation less than 0.5 is generally considered weak.
Correlation analysis and pair trading evaluation for Caterpillar can also be used as hedging techniques within a particular sector or industry or even over random equities to generate a better riskadjusted return on your portfolios.Continue to Caterpillar Altman Z Score, Caterpillar Correlation, Caterpillar Valuation, as well as analyze Caterpillar Alpha and Beta and Caterpillar Hype Analysis. Note that the Caterpillar information on this page should be used as a complementary analysis to other Caterpillar's statistical models used to find the right mix of equity instruments to add to your existing portfolios or create a brand new portfolio. You can also try Portfolio Anywhere module to track or share privately all of your investments from the convenience of any device.
Complementary Tools for Caterpillar Stock analysis
When running Caterpillar price analysis, check to measure Caterpillar's market volatility, profitability, liquidity, solvency, efficiency, growth potential, financial leverage, and other vital indicators. We have many different tools that can be utilized to determine how healthy Caterpillar is operating at the current time. Most of Caterpillar's value examination focuses on studying past and present price action to predict the probability of Caterpillar's future price movements. You can analyze the entity against its peers and financial market as a whole to determine factors that move Caterpillar's price. Additionally, you may evaluate how the addition of Caterpillar to your portfolios can decrease your overall portfolio volatility.
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Is Caterpillar's industry expected to grow? Or is there an opportunity to expand the business' product line in the future? Factors like these will boost the valuation of Caterpillar. If investors know Caterpillar will grow in the future, the company's valuation will be higher. The financial industry is built on trying to define current growth potential and future valuation accurately. All the valuation information about Caterpillar listed above have to be considered, but the key to understanding future value is determining which factors weigh more heavily than others.
Quarterly Earnings Growth YOY 0.49  Market Capitalization 122.9 B  Quarterly Revenue Growth YOY 0.21  Return On Assets 0.0695  Return On Equity 45.48 
The market value of Caterpillar is measured differently than its book value, which is the value of Caterpillar that is recorded on the company's balance sheet. Investors also form their own opinion of Caterpillar's value that differs from its market value or its book value, called intrinsic value, which is Caterpillar's true underlying value. Investors use various methods to calculate intrinsic value and buy a stock when its market value falls below its intrinsic value. Because Caterpillar's market value can be influenced by many factors that don't directly affect Caterpillar's underlying business (such as a pandemic or basic market pessimism), market value can vary widely from intrinsic value.
Please note, there is a significant difference between Caterpillar's value and its price as these two are different measures arrived at by different means. Investors typically determine Caterpillar value by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Caterpillar's price is the amount at which it trades on the open market and represents the number that a seller and buyer find agreeable to each party.