Power law (investing strategy)

Topic

An investment philosophy where a small number of highly successful investments are expected to generate the vast majority of returns, outweighing numerous smaller losses. This is discussed as the core of Masayoshi Son's strategy.


First Mentioned

1/4/2026, 3:39:14 AM

Last Updated

1/4/2026, 3:42:20 AM

Research Retrieved

1/4/2026, 3:42:20 AM

Summary

The power law in investing is a fundamental venture capital strategy asserting that a small percentage of investments—often just 5% to 10%—will generate the vast majority of a fund's total returns, frequently outweighing all other investments combined. This principle encourages investors to back high-risk, industry-transforming ideas while accepting that most portfolio companies will underperform or fail. Masayoshi Son's investment in Alibaba and his more recent success with Arm via the SoftBank Vision Fund are cited as classic examples of this strategy in action. In the modern landscape, the power law is visible in the AI sector, where companies like Nvidia achieve massive valuations and OpenAI seeks unprecedented capital, reflecting the winner-take-all dynamics of the technology market.

Referenced in 1 Document
Research Data
Extracted Attributes
  • Core Concept

    A small number of investments generate the vast majority of returns

  • Failure Rate

    Approximately 90% of investments may underperform or result in losses

  • Strategic Goal

    Identifying and backing 'unicorn' startups with industry-changing potential

  • Primary Application

    Venture Capital (VC) and high-growth technology investing

  • Success Distribution

    5-10% of investments drive total fund performance

Timeline
  • Start of the 35-year historical database period used by firms like Commonfund to confirm power law returns in venture capital. (Source: https://www.commonfund.org/cf-private-equity/is-venture-capital-going-back-to-the-future-reemergence-of-the-power-law-of-returns)

    1989-01-01

  • Masayoshi Son makes a foundational investment in Alibaba, which later serves as a primary historical example of power law returns. (Source: b5abf73b-f30b-41b8-b4d1-f22b8ed1c816)

    2000-01-01

  • The SoftBank Vision Fund's success with Arm is highlighted as a modern vindication of the power law strategy during the AI boom. (Source: b5abf73b-f30b-41b8-b4d1-f22b8ed1c816)

    2024-02-16

Web Search Results
  • Explainer: Understanding the Venture Capital Power Law

    From a strategic perspective, the Power Law pushes investors to be bold in backing ideas that could change industries and thoughtful in ensuring the overall approach can withstand the many misses on the way to a hit. For founders, it means aiming high and understanding VC backers' expectations. It reinforces the importance of diversification and access to top-tier opportunities for individual investors. (That alone means that Power Law investing is unsuitable for most HNWIs who participate in [...] In Venture Capital (VC), the Power Law is a concept and approach to shareholder and startup value creation. While some elements of the Power Law are inherent in all VC funds, deployment ranges from extreme to muted. On the extreme end, General Partners (GPs) expect a small percentage of a fund's portfolio (5-10%) will generate massive returns. The remaining companies (~90%) will be allowed to generally underperform, generating moderate gains, small losses, or even write-offs for investors. On [...] Despite its risk to everyone involved, the Power Law is a defining framework for U.S. venture capital. VCs use it to mathematically explain and justify seeking "unicorn" startups, structuring portfolios around one or two likely "winners," and accepting high failure rates (even though those failures affect their portfolio founders and LPs negatively).

  • Explainer: What is the Venture Capital Power Law

    From a strategic perspective, the Power Law pushes investors to be bold in backing ideas that could change industries and thoughtful in ensuring the overall approach can withstand the many misses on the way to a hit. For founders, it means aiming high and understanding VC backers' expectations. It reinforces the importance of diversification and access to top-tier opportunities for individual investors. (That alone means that Power Law investing is unsuitable for most HNWIs who participate in [...] In Venture Capital (VC), the Power Law is a concept and approach to shareholder and startup value creation. While some elements of the Power Law are inherent in all VC funds, deployment ranges from extreme to muted. On the extreme end, General Partners (GPs) expect a small percentage of a fund's portfolio (5-10%) will generate massive returns. The remaining companies (~90%) will be allowed to generally underperform, generating moderate gains, small losses, or even write-offs for investors. On [...] Despite its risk to everyone involved, the Power Law is a defining framework for U.S. venture capital. VCs use it to mathematically explain and justify seeking "unicorn" startups, structuring portfolios around one or two likely "winners," and accepting high failure rates (even though those failures affect their portfolio founders and LPs negatively).

  • Venture Capital Power Law

    The concept of outliers driving industry returns is nothing new – in fact, decades of historical data suggest venture returns exhibit a power law. Power law is a principle where one single investment yields returns larger than all other investments combined, often by orders of magnitude. To illustrate this principle, we went back to our database from 35 years of investing in venture capital. Key insights were: [...] must be based on the investment objectives and risk tolerances of each individual client. All market outlook and similar statements are based upon information reasonably available as of the date of this presentation (unless an earlier date is stated with regard to particular information), and reasonably believed to be accurate by Commonfund. Commonfund disclaims any responsibility to provide the recipient of this presentation with updated or corrected information or statements. Past performance [...] must be based on the investment objectives and risk tolerances of each individual client. All market outlook and similar statements are based upon information reasonably available as of the date of this presentation (unless an earlier date is stated with regard to particular information), and reasonably believed to be accurate by Commonfund. Commonfund disclaims any responsibility to provide the recipient of this presentation with updated or corrected information or statements. Past performance

  • Understanding Power Law in VC and Pitching Tips

    Power Law is the investing theory that a small number of vc investments will generate the vast majority of returns which will make up for all the losses (and then some). Understand this well before anything. Not only do VCs invest in like 1% of deals they see but also <5% of the deals they invested in actually make favorable venture returns. 💰 And if you are new to pitching (DONT JUST WING IT) be sure to: 1. Start off with the people you care about least - work your way up 2. Stay organized [...] trust. Here’s what often gets overlooked: Investors aren’t only watching your numbers. They’re watching you. Do you carry conviction under pressure? Do you exude steadiness when markets shake? Do you project calm when others are reactive? Attracting capital takes skill. Retaining it takes presence. Credibility isn’t just performance, it’s how you show up when the pressure is on. If you’ve ever wondered whether conviction and presence can be trained, the answer is yes. It changes everything. [...] each would impact ownership, investor share, and control. 2. Explained the trade-offs: where flexibility could be given and where to protect equity. 3. Connected them to a certified finance partner/auditor: someone who could legally implement the optimized structure. 4. Guided them on communication: how to frame the round to investors while safeguarding the team’s equity and incentives. Result: Rest assured, the founder went with a clear strategy for raising capital without over-diluting, knows

  • The Power Law for Investors, Startups and Corporates

    ## The Power Law in Venture Capital In finance, this principle is particularly pronounced. While traditional markets exhibit relative stability for the majority of the time, Venture Capital operates within the realm of high-risk, high-reward opportunities. Here, the Power Law reigns supreme, guiding investment strategies and portfolio management of VC investors. [...] To harness the benefits of the Innovation Power Law, corporates must embrace open innovation by investing in a diverse set of ventures. While only a few of these ventures may ultimately deliver significant returns, they have the potential to greatly outweigh the initial investments and drive substantial growth for the organization. [...] In statistics, a power law distribution is a distribution in which one variable is proportional to a power of the other. In phenomena like wealth distribution, the Power Law manifests, showcasing how the very rich skew averages and create seismic disparities. As a result, the mean, which is the average value calculated by summing all values and dividing by the total number of values, can be heavily influenced by these extreme values.