Showing posts with label fast growers. Show all posts
Showing posts with label fast growers. Show all posts

Sunday, 30 November 2025

Kelington Group Berhad is a 38x multi-bagger since 2017. How to find a fast grower of Peter Lynch?

 A study of a fast growing stock.









The price of KGB was 14 sen per share in March 2010.  Today it is RM 5.31.   That is a 38x multi-bagger.   The price stayed below 15 sen until January 2017, when it started its steady rise to today.

What is the probability of this Anonymous poster holding onto this stock from 2010 to today?








From 2010 to 2017, Market cap of KGB at 14 sen per share, its market cap was RM 108.7 m. 
(A small cap stock).


How to find a fast grower?

 "Peter Lynch Category." 

Lynch, in his classic book One Up On Wall Street, famously categorized stocks into various types. The "Fast Grower" (or Stalwart) is one of the most sought-after.

What is a "Fast Grower" (Lynch's Stalwart)?

Fast Grower is a company that is growing earnings consistently at a rate of 20-25% per year. These are not small, speculative startups, but rather established companies that are executing their business model brilliantly and gaining market share. They are the "home run" stocks that can increase in value many times over.

Lynch's key insight is that you can find these companies in your everyday life, before Wall Street analysts catch on. This is the core of his "invest in what you know" philosophy.


The Method: How to Find a Fast Grower

Here is a step-by-step method combining Lynch's principles with practical tools for today's investor.

Step 1: The "Invest in What You Know" Screen (The Qualitative Filter)

This is your initial, high-level idea generation. Don't start with a stock screener; start with your own observations.

  • Look at Your Workplace: What companies are your suppliers or customers? Are they dominating their niche?

  • Observe Your Life: What products and services are you and your friends enthusiastically buying? Is there a new restaurant chain everyone loves? A software product that makes your job easier? A clothing brand that's becoming ubiquitous?

  • Identify "Boring" Companies with a Niche: Lynch loved companies with a dull name and an exciting business. A company that makes a specialized component for a growing industry can be a perfect fast grower.

Goal: Create a watchlist of companies that have a visible, tangible, and growing demand for their product or service.

Step 2: The Financial Screener (The Quantitative Filter)

Now, take your watchlist and apply hard numbers. You can use any financial website (like Yahoo Finance, Finviz, or Bloomberg) to screen for these criteria.

Key Financial Metrics to Screen For:

  1. Consistent Earnings Growth: This is non-negotiable. Look for EPS (Earnings Per Share) growth of 20-25%+ per year for the last 3-5 years. Avoid companies with erratic earnings.

  2. Reasonable P/E Ratio Relative to Growth (The PEG Ratio): This was one of Lynch's most important tools.

    • PEG = (P/E Ratio) / (Earnings Growth Rate)

    • Lynch's Rule: A stock is fairly valued if its PEG ratio is 1.0. A PEG below 1.0 is potentially undervalued (a great find), and a PEG significantly above 1.5 might be overpriced.

    • *Example: A stock with a P/E of 30 and earnings growth of 25% has a PEG of 30/25 = 1.2. This is acceptable. The same P/E of 30 with only 15% growth gives a PEG of 2.0, which is expensive.*

  3. Strong and Improving Profit Margins: Look for high or, even better, expanding net profit margins. This shows the company has pricing power and is operating efficiently.

  4. Low Debt: Lynch was wary of excessive debt. Look for a Debt-to-Equity (D/E) ratio below 80%, and preferably much lower. A strong balance sheet gives a company resilience during tough times.

Step 3: The Deeper Dive (The "Story" Check)

Once a company passes the screener, you need to understand its business intimately. Lynch called this "knowing the story."

Crucial Questions to Answer (Lynch's Teachings):

  • What is the company's "story"? Can you explain its business and its potential for growth in one or two simple sentences?

  • What is its sustainable competitive advantage (Moat)? Why can't a competitor easily replicate what it does? (e.g., a strong brand, patents, network effects, low-cost production).

  • How does it reinvest its earnings? A great sign is when a company can fund its growth internally without taking on excessive debt.

  • Is the stock institutionally "neglected"? Lynch loved finding great companies that had zero or very few Wall Street analysts covering them. This is harder today, but look for mid-cap companies that are under-the-radar.

  • Is there a significant insider buying? If management is buying shares with their own money, it's a strong vote of confidence.


Summary: The Lynchian Fast Grower Checklist

A prime Peter Lynch Fast Grower candidate will look like this:

CategoryWhat to Look For
The "Story"A simple, understandable business with a clear competitive advantage (a "moat"). You discovered it through everyday life.
Earnings GrowthConsistent annual EPS growth of 20-25%+. No surprises or dips.
Valuation (PEG)PEG ratio at or below 1.5, and ideally below 1.0.
Balance SheetLow debt (D/E ratio < 80%). The company can fund its own growth.
ProfitabilityStrong and expanding profit margins.
Insider ActivityInsiders are buying, not selling.

What Peter Lynch Teaches: The Core Philosophy

  1. Everyone Can Beat the Pros: You have a powerful advantage in your own field and daily life. Use it.

  2. Do Your Homework: Investing isn't gambling. It's about understanding a business better than anyone else.

  3. Focus on the Earnings: In the long run, a stock's price follows the company's earnings. Find companies whose earnings are growing rapidly.

  4. Favor "Boring" Companies: The flashy, high-concept stocks often disappoint. The boring company in a boring industry with a great growth story is often the winner.

  5. Have Patience: A fast grower needs time to grow. Don't panic over short-term price fluctuations. Lynch famously said, "The key to making money in stocks is not to get scared out of them."

Final Warning from Lynch: All Fast Growers eventually slow down. The trick is to hold them while they are in their rapid growth phase and to be alert to signs of deceleration (e.g., inventory piling up, margins shrinking, growth rate falling below 15%). The goal is to sell before the story sours, not after.





Key Commentary on the Full Dataset:

  1. Price and Valuation Re-rating: The share price has increased dramatically from RM 0.865 to RM 5.55. This has been accompanied by a massive valuation re-rating, with the P/E ratio expanding from around 16x to over 30x. This indicates the market has grown much more confident in KGB's future growth prospects and is willing to pay a higher premium for its earnings.

  2. Profitability and Payout Evolution: The company has transitioned through distinct phases:

    • Early Phase (2015-2018): Characterized by lower but growing earnings (EPS), a volatile and generally low DPO, and a lower, more stable ROE (~15%).

    • High-Growth Phase (2019-2022): This period saw EPS surge. ROE peaked at an exceptional 30.42% in 2021, indicating superb capital efficiency. The DPO ratio also grew significantly as the company shared more of its booming profits with shareholders.

    • Mature/Value Phase (2023-2024): EPS growth has stabilized at a high level. The DPO ratio has jumped notably to over 65%, signaling a shift in strategy towards returning more cash to shareholders, a hallmark of a mature, highly profitable company. Despite the high payout, ROE remains excellent at ~24%.

  3. Asset Value vs. Market Value: The P/NTA ratio has skyrocketed from around 2.5x to over 7x. This means the market now values the company at more than seven times its net asset base. This reflects strong investor belief in the value of the company's intangible assets, such as its business model, client relationships, and future earnings potential, which are not captured on the balance sheet.

Conclusion: The data paints a clear picture of KGB's journey from a modestly valued company to a highly valued, mature, and shareholder-friendly enterprise. The recent high dividend payout ratio, coupled with sustained high ROE and elevated valuation multiples, suggests the market views KGB as a high-quality stock that generates substantial cash and returns it to its owners.





Key Observations on CAGRs:

  1. Explosive Profit Growth: The most striking finding is the exceptional growth in profitability. The CAGRs for PBT (~29.3%), PAT (~30.3%), and EPS (~30.3%) are approximately double the revenue growth rate (~15.5%). This indicates a dramatic and highly successful improvement in profit margins over the period, driven by operational efficiencies, economies of scale, or a shift to higher-margin services.

  2. Strong Share Price Appreciation: The share price delivered an impressive ~22.9% CAGR, significantly outperforming the revenue growth. This shows that the market has rewarded the company's explosive profit growth.

  3. Valuation Multiple Expansion: The share price CAGR (22.92%) is slightly lower than the EPS CAGR (30.27%). This implies that while the P/E ratio has expanded (as seen in previous analyses), the primary driver of the share price increase has been the phenomenal growth in underlying earnings per share. The price has risen because the company has become much more profitable.




Summary Commentary:

The data reveals a powerful transformation:

  • Massive Margin Expansion: Both PBT and PAT margins have more than doubled over the decade, indicating a dramatic improvement in operational efficiency and cost control. The company now converts a much larger portion of each ringgit of revenue into profit.

  • Exceptional Returns to Shareholders: The ROE has seen a remarkable ascent. After a period of stability around 15-16%, it exploded to a peak of over 30% in 2021. While it has moderated slightly since then, the current levels of ~24% are considered excellent and indicate that KGB is highly effective at generating returns from shareholder equity.

  • The Inflection Point: The period from 2020 to 2022 was pivotal, where both profitability margins and ROE saw their most significant jumps, signaling the company's successful transition to a higher-performance business model. The recent years show a stabilization at these new, elevated levels of performance.




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Analyzing KGB against Peter Lynch's well-known investing framework reveals a compelling profile. Here is a categorisation of KGB based on Peter Lynch's criteria.

Peter Lynch's Six Company Categories

Based on the financial data and growth trajectory, KGB would be classified as a Fast Grower that is showing early signs of maturing into a Stalwart.

Primary Classification: Fast Grower
Evolving Into: Stalwart


Justification for Categorization

Here's how KGB's performance aligns with Lynch's principles for these categories:

1. Key Traits of a "Fast Grower"

  • Rapid Earnings Growth: This is the most defining characteristic. Lynch looks for companies growing earnings at a rate of 20-25% per year or more.

    • KGB Fit: Perfect Fit. KGB's Adjusted EPS grew at a CAGR of 30.27% over the last 9 years, far exceeding the threshold for a fast grower.

  • Strong, Predictable Growth: The growth should be driven by the business's expansion, not just industry cycles.

    • KGB Fit: Strong Fit. The consistent, multi-year expansion in revenue, margins, and EPS suggests this is a company on a strong, structural growth path, not just a cyclical upturn.

2. Key Traits of a "Stalwart"

  • Large, Established Company: Stalwarts are big, well-known companies that are leaders in their industry.

    • KGB Fit: Becoming Relevant. While likely not a giant multinational, its market capitalization (implied by a share price of RM 5.55 and ~735 million shares) places it as a significant player on Bursa Malaysia, likely a leader in its niche.

  • Solid but Slower Growth: They grow earnings at a more modest, dependable rate of 10-15% per year.

    • KGB Fit: Evolving. The most recent years show EPS growth stabilizing after its explosive run, suggesting it is entering a phase of more mature, sustainable growth.

  • Shareholder-Friendly (Dividends): Stalwarts are known for paying consistent and growing dividends.

    • KGB Fit: Excellent Fit. The dividend payout ratio (DPO) has surged to over 65% in 2024, and the DPS CAGR is a massive 42.81%. This is a classic sign of a company maturing and returning excess cash to shareholders, a key Stalwart behavior.

Lynch's Other Cardinal Rules Applied to KGB

  1. The P/E Ratio: Lynch was wary of stocks whose P/E ratio was much higher than their growth rate. He favored stocks with a P/E ratio at or below the earnings growth rate (a PEG ratio close to or below 1).

    • KGB Analysis: This is a point of caution. With a P/E of ~30x and an EPS growth rate that has moderated from its peak, the PEG ratio is likely above 1. This suggests the stock is not cheap and the market has already priced in high expectations. Lynch might say it's "priced for perfection."

  2. Favorable Financials:

    • Strong Balance Sheet: A low Debt-to-Equity ratio is preferred.

      • KGB Fit: While not explicitly provided, the steadily growing Net Worth (Equity) is a positive indicator of a healthy balance sheet.

    • High Profit Margins and ROE: Lynch loved companies with high and expanding margins.

      • KGB Fit: Excellent Fit. The expansion of PBT and PAT margins and the consistently high ROE (often above 20-25%) are exactly what Lynch looked for. It signals a "great business."

Final Categorization and Investment Perspective

KGB is a "Fast Grower" that is successfully transitioning into a "Stalwart."

  • Its Past: It perfectly fits the "Fast Grower" mold with its explosive, multi-bagger earnings growth.

  • Its Present & Future: It is now maturing, characterized by its high and rising dividend payout, stabilization of growth at a high level, and market leadership. This is the evolution Lynch described.

From a Peter Lynch perspective:
An investor would have made a fortune buying this stock a decade ago as a "Fast Grower." Today, it represents a high-quality, mature company that is likely to provide solid, dependable returns driven by both earnings and dividends. The main question for a new investor, following Lynch's principles, would be whether the current high P/E ratio is justified by its ability to sustain its high growth rate, or if it has become fully valued for its new phase as a Stalwart.




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Based on a systematic analysis using Warren Buffett's key investment criteria, KGB can be classified as a Good Business with exceptional qualities that, if sustained, could see it be regarded as Great.

It is far from Gruesome; it is a high-quality company. Here is a breakdown based on Buffett's principles:


Buffett's Criteria Analysis of KGB

1. Does the business have a durable competitive advantage (a wide "moat")?

  • Indicator: Consistently high and rising Return on Equity (ROE) without excessive leverage.

  • KGB's Data: ROE has been spectacular, rising from ~15% to a peak of over 30% and settling at a very strong ~24%. This is a prime indicator of a moat. The company is generating exceptional returns on the capital shareholders have invested.

  • Verdict: Strong evidence of a moat. The company has proven it can fend off competition and maintain superior profitability.

2. Consistently high profit margins?

  • Indicator: Strong and expanding net profit margins.

  • KGB's Data: Net Profit Margin (PAT Margin) has more than tripled from 3.86% (2015) to 11.59% (2024). This demonstrates pricing power, cost control, and operational excellence.

  • Verdict: Excellent. This is a hallmark of a great business, not just a good one.

3. Strong and predictable earnings growth?

  • Indicator: A long track record of growing earnings per share (EPS).

  • KGB's Data: Adjusted EPS grew at a CAGR of 30.27% over 9 years. The growth has been explosive and consistent in its upward trajectory.

  • Verdict: Exceptional. The earnings growth is both strong and highly predictable in its long-term trend.

4. Does it generate high returns on equity with little or no debt?

  • Indicator: High ROE driven by profits, not debt.

  • KGB's Data: The analysis shows a soaring ROE. While the exact debt level isn't provided, the fact that Net Worth (Equity) has grown consistently at a 25.07% CAGR suggests that retained earnings (profits) are the primary driver of growth, not heavy borrowing. The high profit margins also support this.

  • Verdict: Likely Good to Great. The data strongly suggests the high ROE is profit-driven, which is what Buffett seeks.

5. Management's capital allocation skills (Retention of Earnings Test)

  • Indicator: For every ringgit retained by the company, does it create at least one ringgit of market value?

  • KGB's Data: This is a key test. Let's compare the increase in EPS to the increase in share price:

    • EPS Growth: 1.58 sen (2015) → 17.26 sen (2024). Increase of 15.68 sen.

    • Share Price Growth: RM 0.865 (2015) → RM 5.55 (2024). Increase of RM 4.685.

    • For every 1 sen of increased earnings, the market value of the company increased by ~RM 0.30 (4.685 / 15.68). This is a very strong result, indicating the market highly values the earnings growth management has delivered.

  • Verdict: Excellent. Management has demonstrably created significant shareholder value through superb capital allocation.

6. Shareholder-friendly (Rationality)

  • Indicator: A sensible dividend policy and clear reinvestment opportunities.

  • KGB's Data: The dividend payout ratio has recently jumped to ~65%. This is a clear signal that the company is maturing and generating more cash than it needs for high-return reinvestment. Returning excess cash to shareholders is a rational, shareholder-friendly act.

  • Verdict: Good. Management is acting rationally by not hoarding cash and sharing the wealth with owners.


Final Categorization: Good to Great Business



Conclusion:

KGB exhibits nearly all the financial characteristics of a Great Business: a powerful moat (high ROE), fantastic and expanding margins, explosive yet consistent earnings growth, and rational, value-creating management.

The reason it sits at the top end of "Good" and is knocking on the door of "Great" is the question of long-term durability and scale. Buffett wants to see this performance sustained over decades and through different economic cycles. KGB has a phenomenal 10-year track record. If it can maintain its high ROE and moat for another decade as a larger, more mature company, it would unequivocally be a Great Business.

For an investor today, based on this data, KGB is a High-Quality, Good Business with exceptional attributes. The only thing preventing a "Great" label outright is the test of time at its new, larger scale.









Saturday, 29 November 2025

NVIDIA: break it down using Peter Lynch's six main categories from One Up On Wall Street.


Applying Peter Lynch's framework to NVIDIA is fascinating because Lynch was more flexible than Buffett when it came to growth and technology stocks. He famously categorized stocks to help him understand their potential and risk profile.

Based on its characteristics, NVIDIA is a powerful hybrid, but it most closely fits Lynch's definition of a Fast-Grower, with strong elements of a Stalwart and even a Turnaround in its recent history.

Let's break it down using Lynch's six main categories from One Up On Wall Street.


The Primary Category: The Fast-Grower

This is the home run hitter in Lynch's portfolio. These are companies growing earnings at a rapid clip (20-25%+ per year).

  • NVIDIA's Fit: This is a perfect description. The SSG data shows historical EPS growth of 50.5% and sales growth of 37.5%. Lynch loved "fast-growers" that were also leaders in their industry. NVIDIA's dominance in AI and high-performance computing makes it the quintessential modern fast-grower.

  • Lynch's Key Check: He warned that the stock price can get ahead of itself. He looked for P/E ratios that were reasonable relative to the growth rate (the PEG ratio). With a P/E of 44.7 and explosive growth, NVIDIA's PEG might still be attractive to growth investors, but it's undeniably high, which Lynch would note as a risk. He'd say, "You can't just buy it and forget it."

The Secondary Category: The Stalwart

These are large, well-established companies that can deliver 10-15% annual earnings growth. They aren't ten-baggers, but they are dependable and can be bought during market downturns.

  • NVIDIA's Fit: With a market cap well over $1 trillion, NVIDIA is no longer a small, agile company. It's a colossus. Its sheer size makes it harder to maintain 50%+ growth, and it will inevitably slow down, transitioning it into a Stalwart. Lynch would buy Stalwarts for steady, reliable gains and for their defensive qualities during recessions.

The Tertiary Category: The Turnaround

These are companies that have been battered but are showing signs of recovery. They are cyclical and can offer dramatic gains.

  • NVIDIA's Fit: Look at the EPS from the SSG: $0.39 (2021) → $0.17 (2022). 2022 was a brutal year for NVIDIA, with the crypto crash and a post-pandemic PC slump. The stock price fell dramatically. Then, it executed a spectacular turnaround driven by the AI boom, with EPS soaring to $2.94. A Lynch investor who spotted the AI catalyst during the 2022 lows would have caught a massive turnaround story.


What Lynch Would Look For and Ask:

  1. The Story: Lynch was a master of the "story." He would love the NVIDIA story: "The company that makes the essential brains for the AI revolution." It's simple, powerful, and easy to understand.

  2. The "Caffeination" of Growth: He'd want to know why the growth is happening and if it's sustainable. He'd investigate:

    • Is the AI demand a one-time bubble or a long-term paradigm shift?

    • Are customers (like every major cloud provider) locked in for the long haul?

    • How strong is the CUDA software moat? (He'd love this competitive advantage).

  3. The PEG Ratio (Price-to-Earnings Growth): This was crucial for Lynch. He was wary of high P/E stocks but would pay up for strong growth.

    • P/E: 44.7 (from the SSG)

    • Earnings Growth (Est.): Let's use the SSG's EPS Long-Term Estimate of 34.3%.

    • PEG: 44.7 / 34.3 ≈ 1.3
      Lynch generally preferred a PEG ratio of 1.0 or less, but he made exceptions for exceptional companies with strong stories and durable advantages. A PEG of 1.3 is on the high side, signaling the stock is not cheap, but perhaps not wildly overvalued given the growth narrative.

  4. The Financials: He would absolutely approve of the SSG data:

    • No Debt Problem: Debt-to-Capital of 11.5% is excellent.

    • Fantastic Profitability: A 64% pre-tax profit margin is a "gorilla" level number he'd love.

    • Strong ROE: A 109% return on equity is the sign of a "great company."

What Categories It Is NOT:

  • A Slow Grower: Clearly not. Its growth is explosive.

  • A Cyclical: While it has cyclical elements (the 2022 downturn), its core driver (AI/data centers) is seen as a long-term structural growth trend, not a short-term economic cycle like autos or steel.

  • An Asset Play: Its value isn't in hidden real estate or assets on its books; it's in its intellectual property and earnings power.

Conclusion: The Lynchian Verdict

Peter Lynch would classify NVIDIA as a "Fast-Grower Turning into a Stalwart."

He would have been thrilled to discover it years ago and would have held on for a massive gain. At today's price, he would be cautiously optimistic but not a new buyer.

His likely stance would be:

  • If you own it: "Don't sell a fast-grower just because it seems overvalued." He believed in holding on to great growth stories as long as the story remains intact.

  • If you don't own it: He might wait for a "better story to tell," like a significant market correction that brings the price down, or a period where the stock is "stuck in neutral" while earnings continue to grow, thus making the valuation more attractive.

In short, Lynch would see NVIDIA as a fantastic company with a brilliant story, but he'd be very mindful of the price he paid. He'd tell you to do your homework, understand the AI story, and keep a close eye on whether the growth can continue to justify the premium.


 Quality versus Valuation: