The magic formula to identify multi-bagger stocks

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Bull markets are always decked with stories of compounders and multi-bagger stocks, pushing investors to hunt for multi-bagger stocks in every investment they make. But as many of us know, very few companies end up delivering such high returns, over a sustained period.

Barring the momentary multi-bagger stocks (that typically burst at the end of a bull market) the recipe for real long-time compounders can be summed up with the following formula:

Returns = Strong net earnings (PAT) growth + Good return on equity (RoE) + Good cash flows + Governance

When all these factors are together at play, a stock delivers high compounded returns. While the first three are quantitative, the fourth is qualitative. Sounds pretty simple, right? But their confluence is not that simple! And if one of the factors is not present, it can result in poor returns or result in the stock price even collapsing, like it does with bull market multi baggers. 

multi-bagger stocks

We will first discuss the importance of each of these factors and then go through few illustrations to understand how these factors play out.

#1 Growth, quality of growth and re-rating

Growth: Growth is the one factor that makes stocks attractive over other asset classes. It is a prerequisite for a stock to deliver returns. Growth here refers to growth in net earnings (profit after tax). 

Growth, when seen with the price that the market places for a stock’s earnings (price to earnings ratio)– tells you whether you are buying a stock at the right price. This is called the PEG ratio. 

As a formula, this is a stock’s price-to-earnings (P/E) ratio divided by the growth rate of its earnings for a specified time period.  So if a company’s price earnings ratio is say 18 and its earnings is expected to grow at say 18% every year for the next 3 years, its PEG is 1. Is this attractive valuation? 

Now, let us understand how a stock is termed attractive in relation to its growth. You may know the rule of 72. A company growing profit at 15% every year is doubling its profits every 5 years while one growing at 25% is doubling profits every 3 years. Anyone buying such a company’s stock at around a PEG ratio of 1 is theoretically getting a great price to invest since he or she will theoretically be at least doubling their wealth in 3 or 5 years (in the above examples). 

Quality of growth: The market does not reward just growth. It rewards the quality of growth – meaning the ability of a company to steadily grow its profits for an extended period with great capital efficiency (RoCE).

What is Return on Capital Employed (RoCE)?

The ratio is used to measure how much returns a business is generating on the total capital employed. It gives a primary indication of the capital efficiency of a business.

RoCE = Earnings before interest and taxes/ total capital employed (equity + debt)

A high RoCE should eventually translate to high RoE if the debt capital is put to good use. Even here, the debt capital should have come at attractive interest rate. If a company has a high debt component at high interest rate, then it can have a high RoCE that may not finally translate into high RoE. 

RoCE is a better indication of capital efficiency and future potential of a business in cyclical sectors or capital-intensive sectors. In those companies, RoE will improve only with debt reduction as the initial debt capital results in profit growth that helps generate sufficient cash flows to repay the debt.

How RoE is different from RoCE

ROE measures the return on your equity capital. RoE gives primary indication of whether a business is worth investing at all. In simple terms, unless RoE is above the cost of capital for a business, the business is not going to generate any shareholder returns.

In the Indian context, sectors such as IT services and consumer goods, where companies typically grow their profits with high capital efficiency for extended period, can be classified under the category of ‘quality growth’. 

Some investors look at quality of growth from the perspective of high margins. In other words, they believe that high margin means high quality of return or high RoCE. This is not really the case at all times! Here’s why looking at margins alone can be deceptive at times.

Certain high margin businesses in sectors like engineering & capital goods, pharmaceuticals & chemicals, auto ancillaries, textiles, etc. have high capital intensity (high investments in both fixed assets as well as working capital). Here margins MUST compensate for capital intensity to generate decent RoCE.  On the other hand, many low margin businesses from sectors such as retail, consumer durables or consumer electronics/electricals generate similar/ superior RoCE to high margin businesses, despite thin margins of 5-15%, due to low capital intensity.  (lower investments in fixed assets and low working capital needs). 

So, looking at businesses based on based on capital efficiency (RoCE) than margins can lead you one step closer to identifying multi-bagger stocks.  

PE re-rating: Growth leads to returns yes. But how does it cause price earnings (PE) multiple to go up – that is, how does PE re-rating happen? Let us theoretically try to understand this:

A company growing its earnings (PAT) at 25%, is doubling its earnings every three years. In other words, it should theoretically deliver 16X returns in 12 years if bought at a PE Ratio of 25 or PEG Ratio of 1.

On the other hand, a risk free (@6% return) instrument takes 12 years to just double your money. 16X in 12 years versus 2X in 12 years. Get the hang?

This huge difference in returns offered by a high growth stock versus a risk-free investment forces investors to shift to such stocks, settling for even lower returns than the initial potential – say for 8X or 4X returns. And this pushes prices higher. Consequently, PE ratio goes up. Such re-rating happens typically in growth companies where earnings are forecasted to grow steadily for extended period of time.  We will see examples of such companies later in this article.

#2 Return on Equity (RoE)

Return on equity is the most important determinant of how much return an investor can make from a company. Textbooks recommend that a company should make returns (RoE) above its cost of capital to qualify as an investment candidate. 

In India, where cost of capital (especially for companies outside of bluechip firms) is relatively high (9-13%) compared to developed markets, companies are expected to generate a RoE at least >13-15% to qualify as investment candidates. Higher the RoE above cost of capital, higher the potential stock returns. So, companies that can generate RoE significantly above cost of capital for extended periods of time turn out to be significant wealth creators.

A high RoE is an outcome of the efficiency with which a business is run. Imagine a company generating a RoE of 20% and seeing opportunity to invest all its profits back in the business.  The re-invested profit will also generate 20% and have a compounding effect. On the other hand, excessive cash accumulation by companies depresses their RoE while also giving signal of low future growth prospects. For more insights on RoE, we recommend reading MOSL 18th Wealth Creation Study titled “Uncommon Profits”.

The myth around high RoE:  Unlike earnings growth, which is a pre-condition for high stock returns, we cannot categorically say that all high RoE companies deliver high returns. This is because much depends on the price to book value at your entry point. Let us suppose you buy ITC today when its RoE is is 25%. A RoE of 25% is true only for someone who buys the stock at its book value. Or in other words, the ROE is at a P/BV of 1. For a buyer at say 4.5x book value, the RoE is actually 6%. This is nothing more than a risk-free return. To conclude, high RoE will lead to high returns only if the entry point, that is the price to book value is low OR the company is growing fast. 

#3 Cash Flows

There is an adage that says revenue is vanity, profit is sanity and cash is reality. A company must realize the profit on the full amount it has booked as revenue without the money being stuck as long outstanding receivables or being written off as debt. Healthy cash flows are critical to paying back dividend to shareholders or to re-invest in the business itself for growth.  

A strain in cash generation is the first sign of trouble for any company. It can be due to ambitious expansions or acquisitions or decline in margins or execution delays or change in business environment or any other factors. Then debt, either in the form of adverse working capital or longer-term debt starts piling up threatening the ability of a business to continue. So, it is important to understand the cash flow pattern (operating & investing) of each business and industry as that will help you decide when to cash out. 

From an investor’s point of view, regular dividends and periodic buy-backs are a positive indication of cash flows. But at the same time excessive focus on dividend yield can be counter-productive. For non-financial companies the focus should be on the Operating cash flows (OCF) and how companies utilize it. Just to provide an example, MRF, the priciest stock (absolute price) known for paltry dividend pay-out, has delivered 13X return in the last decade while re-investing almost all of its cash flows back in the business.  

On the other hand, Coal India, which pays out high dividend and re-invests less for growth delivered negative returns since 2015. There was NO growth in PAT in the last 10 years. 

Cash flows assume more significance in this period of new-age IPOs where valuation is based on multiple of sales and not profits. Whatever be the story, growth needs capital and if companies run out of cash for growth, you know it can be a slippery slope.

#4 Governance

“You cannot make a good deal with a bad person” said Warren Buffett. Whether it is a new-age company or old-world commodity or consumer plays, good governance is an essential ingredient for good shareholder returns. 

These 2 articles below from PrimeInvestor are a must read if you are relatively new to the world of equities:

  1. Why corporate governance matters
  2. The many roads to mis-governance

Governance issues generally crop up in family-owned businesses or where the promoters are involved in multiple businesses.  So, it is extremely important to have an understanding about promoters, board composition, ownership structure and about group companies, if any. In such cases, the section on “Related party transactions” in annual report should be given due importance. 

You can also read our article on “Reading an Annual Report”  and the 6 sections to look for relevant information in it.

Some of you may have been equity investors when the Sathyam Computer saga happened.  The top tier IT company’s promoters had significant interest in an infrastructure company called MAYTAS (reverse of Satyam). Financial transactions, engineered for personal gains, to the detriment of equity investors, led to the collapse of bluechip IT company Sathyam You can read more about the scam here

Such collapse of governance can lead to equity erosion in no time. One such recent case is DHFL. At its peak, the stock traded at a Market Cap of Rs.21,000 crore while having debt of Rs.82,000 crore. While equity shareholders lost the entire value of shares, the debt holders also took a a massive 60% hit.  

But companies do survive bad corporate governance at times if the underlying business is good. As Warren Buffett famously said; “When a manager with a reputation for brilliance tackles a business with a reputation for bad economics, the reputation of the business remains intact”.  

The survival of Satyam under Tech Mahindra, Crompton Greaves (renamed as CG Power) under Murugappa group and Eveready under Dabur are testimony to this.  

Bottomline – look for good businesses run by good management.

How the above factors play out in multi-bagger stocks

Let us look at some illustrations of how the above factors played out in the case of some of the multi-bagger stocks.

#1 Multi-bagger stocks where all three factors worked

Above are some of the wealth creators in the last decade. Except Page Industries, the other stocks had their periods of outperformance and sluggish phases. In other words, growth and returns were not linear, as is the case with equity as an asset class. But in all cases, you can see that the companies delivered very high returns during their high growth phase, emphasizing the direct correlation of returns to earnings growth. 

Page Industries IPO was in 2007 at 24 PE while the stock witnessed re-rating up to 100 PE. V Guard  came in next with an IPO in 2008 at 20 PE. Eicher Motors and Britannia also witnessed PE re-rating during their high growth phase. (We have written earlier about the twist in Eicher Motors’ growth story)

Apart from growth, these companies have been generating humungous cash flows and are all cash rich. 

These are just few illustrations on how a combination of high growth with good return ratios and cash flows can lead to significant wealth creation. Some of the IPOs in recent years such as Avenue Supermart, Dr Lal Path labs, Dixon Technologies, IRCTC, CDSL, etc that turned out to be wealth creators share similar characteristics as well.

#2 Stocks with high RoE and cash flows, but low growth

This is a different scenario wherein companies mentioned above delivered multi-fold returns to shareholders in the past, but have seen a slowdown in growth in recent years. The companies continue to generate superior RoE and cash flows. But with growth tapering off, PE de-rating followed. Although the management of these companies awarded shareholders’ patience with liberal dividend payouts, the absence of growth pushed valuations lower as can be seen in the table.

#3 Stocks with poor cash flows

This is one metric where an error can prove to be expensive for you as an investor. Here are two illustrations to throw light on how growth without cashflows can lead to collapse of companies.

Usha Martin is a company that just escaped from going to NCLT post severe cash crunch and high debt. The company went for a high debt-led expansion. Revenue contracted and margins slipped to negative when the commodity cycle turned negative. The company got into a debt trap and the stock price collapsed. Usha Martin was lucky to stitch a deal with Tata Steel group and come out of the debt trap though. Not all companies get lucky! 

Jain Irrigation on the other hand, highlights the danger of running a low margin manufacturing business while requiring huge investment in working capital. The sub-par RoE also led to poor shareholder returns between 2007-18 when sales went up 5 times. But debt was silently mounting, as sales expanded. Other manufacturing companies that collapsed include Amtek, Sintex, Suzlon Energy and BGR energy as the companies pursued ambitious growth using debt. 

This problem of debt trap also happens to order-book driven companies where sales growth starts diminishing, receivables pile up and debt increases during a downcycle.  

Another business that is even more sensitive to cash flows is the lending business. As it is a business with many times borrowings (8 to 10X) on net worth. We have also seen many ambitious companies from this space permanently destroying shareholder wealth; Yes Bank being one of them. 

To sum it up, growth with capital efficiency, cash flows and governance is a recipe for high returns. If your growth estimates do not pan out too well, it may yield slower/lower results if other factors remained intact but miscalculations on governance and mis-reading of cash flows can destroy wealth.

Is it easy to hunt for multi-bagger stocks?

It is certainly not an easy exercise to find out multi-bagger stocks that can grow at high rates and with high capital efficiency for prolonged periods. But our discussion above can point to the following:

  • Whether a company is sound in cash flow and governance is a must check before you understand its prospects. These will lay the foundation for building wealth. Don’t compromise on those when you are taking long-term positions. 
  • Sometimes, we may recognize the potential of companies only half-way past their journey and by that time they might have already become expensive in valuation. This happens because the companies may not have all the required attributes in their early stages. As long as the growth story has not tapered off and the foundation (we mentioned above) remains sound, you may still look at such opportunities. 
  • External factors or significant changes internally can change the course of journey for many companies. Therefore, it is necessary to periodically review your thesis and see if it holds good in the changed circumstances. 
  • For picking companies that are lesser known, the starting point is 'Growth' followed by Capital efficiency'. Without growth, no other factor can contribute to meaningful returns. In smaller companies, often times, minor corporate governance issues are not uncommon. But if such companies do not get their act together as they grow, then you would have to take a call before the market discovers the 'bluff'.
  • While commodity and cyclicals are generally considered outside the category of compounders, companies that do prudent and timely capital allocation through cycles emerge as big winners as well. This has been discussed in detail in our article on Investing Approaches.   
  • Companies with huge capital investments, borrowings or acquisitions require a different level of evaluation and if you have not studied the equity landscape for long, these might be risky calls to take and often exposes you to high volatility as well. 

Use our Stock screener to filter stocks with the above discussed metrics. You can also check our video on how to select growth stocks using our Stock Screener. Alternatively, you can use our Stock Rankings tool to check for high growth and high-quality stocks.

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20 thoughts on “The magic formula to identify multi-bagger stocks”

  1. Dear Mr.Chandra,

    Huge compliments for a wonderful article. It encapsulates so much information. Brilliant!
    Kind regards

  2. Good article. An imp element which you said was how to avoid stocks which dont pass the basic filters of ROE and PAT growth, despite healthy cashflow. Apart from the 3 fundamental elements, read the company strategy carefully and see if there is a clear articulation of what they want to do and how they put the industry context.

    1. N V Chandrachoodamani

      Thank you sir

      And what you rightly pointed out is the input to build visibility on future “growth”. Also the toughest part in an analysis.

  3. Very nice article. I think for retail investor like me, we need to accept to enter a multibagger only once it has shown some price confirmation and institutional accumulation. Otherwise, we may get our capital stuck for unknowingly long periods of time. For example, I filtered out Bandhan Bank, from the screener, but it is in a continuous downtrend for the last 2 years or so. It is often said in value investing that we must learn to see drawdowns in our investments, but I feel, that we cannot enter a stock purely on the basis of its fundamentals. We need to observe price. Once we enter, then it is good not to watch the price, and just follow the company’s performance and its peers. However, the entry must be done with a prior price trend. These are my views, based on the limited capital at my disposal and may not be applicable for other readers.

    1. N V Chandrachoodamani

      Thank you sir and welcome your comments

      Financials (being a leveraged biz) and cyclicals react more when “underlying facts” change
      There is no hard & fast rule in investing and it is always good to follow what works for you, if it is fundamentals + price action

      Value investing has the risk of “value trap” also if the growth side is ignored

      Thank you

      1. Thank you Sir, for your response. I agree, in this market we must focus on what works for one. Thanks again for the wonderful article and the work you are doing for all of us. You and the team are different from the other portals. You really teach and give the right advice.

  4. The article is very good and gives some more knowledge on ways to shortlist prospective good stocks.
    but in the article; you have mentioned about MOSL report. while going through report i found that one stock ie. RIL was worst performer in one decade ie till 2013 (wealth destroyer). but subsequently after 2016; it started performing well and is perhaps one of the biggest gainer since 2020. we request you to please let us know how to find such turnaround story because only person working in company or some insider can only know investment going on by the company.
    hence please show ways by which we can use screener and know about such turnaround companies.

    1. N V Chandrachoodamani

      Welcome your query sir

      The idea behind this article was to emphasize on the key factors, combination of which, eventually lead to compounded returns
      So, the stock picking “process” can be established to contain a combination of all these factors

      Next step is to shortlist Cos. primarily based on “growth” – means “PAT growth” and capital efficiency. Market is a highly competitive and so investors who build visibility first will make more money

      For Eg, when commodity cycle turns, prices go up first. So, Cos will start making profits, debt reduction will add to profits, new capacity/more utilization will further add to profits and the cycle peaks out when it reaches overcapacity. Here, once you see that the cycle is turning up, you have to build visibility on “PAT growth” on all the scenarios until the cycle peaks out again. Same is with banks where they make losses until NPA peaks out, will then start reporting profits, new lending cycle commences, incremental loans will further bring down NPA, profits go up further until the next NPA cycle starts

      Like-wise in your own example, the Co has been in “investing phase” in “new businesses” until 2020. The company has been able to create value/ provide direction to investors that these businesses will create value in future (will add to profit growth with capital efficiency). Also as you rightly said, only those who know about the economics of “new business” or who have the opportunity to understand it early are at an advantage to invest early. On the other hand, there is another large Co that has been “re-investing” its cash flows in “new businesses (consumer)” for a decade. It is still not able to show in numbers/ provide direction to investors on future growth and profitability.

      To quote similar eg, we have an EV stock reco. where same thing is happening and market seem to be showing conviction on its “new business” and also a sugar stock reco. where its “new business” (ehtanol -less volatile, less working capital) is well received by market (in these specific cases, growth comes from/is expected to come from diversification)

      So, the idea here is to look for growth & capital efficiency in every investment idea and build visibility early or without being much late. Market is highly competitive with large number of participants looking to do the same

      It is an extremely difficult exercise that involves continuous hunting and evaluation with low probability of finding ones that meets all the criteria at the right price as well (at times frustrating and dis-appointing also). That is why even the most well known investors have few multi-baggers in their life time.

      The message is to follow the “process”, find out growing & efficient businesses and eventually get few big winners during the investing journey

      Thank you

      1. Thanks Mr. Chandra for your feedback and helping us understanding the issue more clearly. Would remember your points during my journey with market.

  5. It would have been better if the article could have listed the potential multibagger list too, so that there is no error in individual locating such stocks. Thanks

      1. sorry, what i meant to say is..based on the magic formula can we find potential companies that fulfill the mentioned criteria in the formula and list them? Thanks

        1. Hello Sir, Well taken. Our rankings tool and stock screener will largely capture these points other than governance, which is more qualitative. thanks, Vidya

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