Save to My Latticework unsave

Compounding (Snowball Effect)
Compounding (Snowball Effect)
Compounding (Snowball Effect)
save0 saved view13.6K views
Share this with your network
Share this with your network

Often referred to as ‘the miracle of compounding’ and dubbed ‘the eighth wonder of the world’ by Albert Einstein, Compounding was born in finances and is applicable to countless domains and contexts.

Compounding is the process of ‘paying interest on interest’ which results in exponential growth. More broadly, it is the exponential growth that arises through small, consistent, and accumulated progress.  


Compounding, or the ‘Snowball Effect’, highlights the power of sustained marginal gains in areas as diverse as health, education, personal growth, public policy, career development, relationships and more.

Importantly, consistent marginal gains will not create Compounding automatically. In a financial context, repeatedly paying interest on an original fixed sum will only return linear growth. By contrast, Compounding is realised through paying 'interest on interest'. In other words, to access the exponential aspect of Compounding, it's essential that each small gain is absorbed and becomes part of the new base from which the next small improvement is made.  


We live in a culture that often seeks the quick high profile fix or overnight radical transformation. Rather than change through a single disruptive action, Compounding is a reminder that small investments or changes can lead to transformational results. 

Want to become more fit, more healthy, more wealthy, or learn a new skill? It's tempting to make a grand pronouncement and throw yourself into big intense action. Before you do, reframe time as your ally rather than your enemy as you remember Compounding. James Clear made the point well when he observed that improving something by 1% every day will leave you 37 times better than your starting point by the end of the year.

Embracing Compounding involves finding the ways to go slow, be consistent, and consolidate each step as your new starting point before you take your next small step forward. 


This model works well with the Habit Loop and Systems vs Goals, in terms of establishing a daily routine for greater impact over time. It also relates closely to the Domino Effect, where initial actions can create flow and momentum; as well as Critical Mass, in terms of reaching a key point of accelerated change. Finally, from a learning perspective, Compounding might be a contributing factor to the evidence-based power of Spaced Retrieval

Share this model with your network to be smarter, faster, together!
Actionable Takeaways
  • Reframe time as your ally rather enemy. 

It's easy to think that you're too late or haven't done enough in the past. Instead, look forward and consider what seeds you'll plant for the future to take advantage of Compounding. It might be an investment, a commitment to a new small habit, or anything. Keep it small and focus on sustainable, consistent growth. 

  • Look for long term compound interest opportunities. 

Avoid simple interest when there are compound interest opportunities available. Commit to them for the long term to maximise the exponential nature of their returns. 

  • Prioritise consistent marginal improvements. 

Whether it relates to fitness, work or eating habits, consider the impact of committing to a 1% improvement every day. Such a commitment will compound, creating exponential improvement if maintained over time. You will tend to undervalue such incremental and consistent improvements, yet it remains a powerful option. 

  • Look for snowball effect opportunities.  

Consider which actions have the potential to gather their own momentum and grow exponentially. This might include building up knowledge consistently, improving fitness or making improvements to processes.  

Consolidate as you grow. 

Remember that Compounding relies on paying 'interest on interest'. In a non-financial context, that means building on each gain and consolidating it so that becomes your new starting point. It's about committing to cycles of small steps forward with time to consolidate and grow.


Not so much a limitation of the model, more a reminder that, in an investment context, compounding can be used for negative or positive impact. Interest is obviously beneficial to the investor or creditor but unfavourable for borrowers. Most large loans use simple interest formulas while credit cards tend to use compound interest and present a dangerous option. 

More broadly, Carl Sagan pointed out the limits of compounding in relation to bacteria growth. He explained that although such bacteria experienced exponential growth, that “exponential growth never can go on very long in a finite space with finite resources.” 

In Practice

The rice and the chessboard. 

This famous mathematical problem often takes the form of a mythical story that describes a king of India who was a chess enthusiast. The king challenged a traveling sage to a game, offering to reward the sage if he won. To the king’s surprise the sage requested rice as a prize. 

Specifically, if he won, the sage requested that the king put a single grain of rice on the first chess square and then double it on every subsequent square. The king accepted and soon lost the game and the wager. 

The calculation of the payment began with one piece of rice on the first square, two on the next, then four, then eight and so on. However, based on exponential growth, by the end of the board, the king owed over eighteen quintillion pieces of rice — about 2,000 times the annual world production. The story tells that the now very wealthy sage was paid in instalments over the rest of his life. 

1% better mandate at GE. 

As the CEO of GE, Jeffrey Immelt ran a ‘1% Better’ mandate. This focus led to identifying micro-improvements in efficiency. He argued that by consistently applying this 1% increase GE would boost productivity in the US and, over a period of 20 years, could raise the national income of the company by 30%.  

Build your latticework
This model will help you to:

Compounding is a powerful and often underestimated effect that relates to any form of consistent growth.

Use the following examples of connected and complementary models to weave compounding into your broader latticework of mental models. Alternatively, discover your own connections by exploring the category list above. 

Connected models: 

  • Butterfly effect: the amplified effect of small factors in chaotic systems.
  • Chain reaction: in terms of an initial action gaining momentum and causing ongoing impacts.
  • Activation energy: the energy required to begin. 

Complementary models: 

  • Systems vs goals and habit formation: the ability to improve over time with consistent activity. 
  • Munger’s latticework of models: the slow and steady growth of mental models and the connections between them.  
  • Opportunity cost: considering losses over time rather than as an initial calculation. 
  • Critical mass: as an alternative view to gradual growth. 

This mental model is also known as interest on interest or the snowball effect.

Origins & Resources

Compounding is an ancient concept, with the use of compounding on debt condemned in ancient civilisations such as Rome. Richard Witt’s 1613 book Arithmetical Questions is cited as the first deep explanation of compounding, though it had been covered in other texts more briefly before that.  

Use this online compound interest calculator to find out how much money you can get from initial investment considering multiple factors like contributions and interest rates.

My Notes

  • profile
    1375 days ago arun , CoFounder ModelThinkers & keynote speaker
    In a period where disruptive innovation is all the rage — this is a quiet and powerful model, around consistent change and growing marginal gains. I find myself leaning into it more and more often.
Already a ModelThinkers member? Please log in here.

Oops, That’s Members’ Only!

Fortunately, it only costs US$5/month to Join ModelThinkers and access everything so that you can rapidly discover, learn, and apply the world’s most powerful ideas.

ModelThinkers membership at a glance:

Small mark
Access all mental models and premium content.
Small mark
Save models to your personal list.
Small mark
Use our Learn function to embed models to memory
Small mark
Add your own notes and reminders.
Small mark
Discover a new idea? Capture it by adding a new model.
Small mark
Rate models, comment and access exclusive events.

“Yeah, we hate pop ups too. But we wanted to let you know that, with ModelThinkers, we’re making it easier for you to adapt, innovate and create value. We hope you’ll join us and the growing community of ModelThinkers today.”

Arun Pradhan & Shai Desai
CoFounders, ModelThinkers.

You Might Also Like:

- Actionable summaries of the world's most powerful ideas.