Conference Presentation, Interview
Every Investor Needs To Understand This Concept - David Friedberg
- Power Law Distribution in Markets: Free markets, including venture capital and technology, generate value through power-law distributions where a small number of outliers account for the vast majority of capital appreciation, driven by compounding and runaway flywheel effects.
- In contrast to normal distributions, a few winners (e.g., Uber, Airbnb, Google) accumulate market share and value disproportionately over time.
- Venture Fund Performance Data:
- Carta data for 2017 vintages shows top decile funds achieving ~30% IRR versus median funds at ~10%, creating a massive multiple divergence (14x vs 2.6x) over ten years.
- These figures represent paper markups rather than realized distributions (DPI) and are based on a limited dataset, warranting significant caveats regarding accuracy.
- Smaller funds generally outperform larger funds by securing earlier entry, paying lower valuations, and avoiding dilution from index-level performance.
- Index investing in venture is historically a negative return strategy; one major fund disclosed that 45% of its capital allocation went into flat or down rounds, which dragged down net returns across 13 funds.
- Public Market Value Accretion:
- The majority of value creation for power-law winners occurs after the company goes public, where the compounding engine continues to operate.
- Palantir: Created $16B market cap over 17 years as private; generated an additional $420B in just five years post-IPO.
- Airbnb: Had a $47B market cap at IPO (12 years private); added ~$30B in five years post-IPO.
- Uber: Reached $75B market cap nine years after founding; added $120B in value within six years of being public.
- Spotify: Had a $27B market cap at IPO (10 years private); added $120B in seven years post-IPO.
- Facebook: Had a $100B market cap at IPO (8 years private); added over $2 trillion in value in the single year following IPO.
- Strategic Implications for Investors:
- The primary job of a venture investor is to identify power-law winners rather than attempting to "index" the market, as the former captures outsized returns while the latter likely results in negative outcomes.
- Long-term holding strategies ("let winners ride") are critical, as the investment thesis often requires years to validate (e.g., waiting for AI chip demand or market acceptance).
- Intelligence gained from private market exposure (e.g., understanding management teams like Uber's or Facebook's) can inform public market purchases, allowing investors to buy quality companies post-IPO even after initial skepticism.
- Industry Trends and Structural Shifts:
- Venture capital is transitioning toward a hybrid model resembling private equity, driven by companies staying private longer and the need for liquidity via secondary sales and continuation funds.
- The "strip sales" model and continuation funds allow early investors to exit without waiting for traditional IPOs, addressing the long J-curve and lack of DPI in modern venture funds.
- Large firms are increasingly acting as both private and public market investors, engaging in buyouts of undervalued private SaaS companies.
- Consistency Challenges:
- Sustaining power-law returns across successive funds is exceptionally difficult; data from LP funds of funds (e.g., Horsley Bridge) shows zero correlation between the performance of a "killer fund" and the subsequent fund.
- The core business model of venture firms inevitably shifts from generating alpha to becoming asset-gathering machines for fee generation once the edge of information asymmetry is monetized.