Key Takeaways

  • The private market's "power law" concentrates gains into a small number of companies, a trend amplified by the "stay private longer" phenomenon.
  • Counterintuitively, a centacorn (a private company valued over $100 billion) has a 31% chance of delivering a 10x return from that already massive valuation.
  • This 31% chance for centacorns far outstrips the 8-13% odds that unicorns or decacorns have of reaching the next valuation tier.
  • This suggests a potent filtering mechanism: companies that reach the $100 billion mark have demonstrated a compounding advantage that makes them more resilient and capable of further exponential growth, making them surprisingly attractive for investors.

The Disagreement

Jason Calacanis and Thomas Laffont dug into a thorny question on the All-In Podcast: Where do you place your bets in a private market ruled by the power law? Calacanis pushed on the conventional wisdom that the biggest gains always come from early, smaller bets. He openly questioned the logic of "yolo-ing" into a company that's already reached the centacorn level ($100 billion valuation), given how much capital has already been poured in and how high valuations seemed to be disconnecting from reality. He implicitly suggested that such a strategy seemed irrational for LPs seeking outsized returns.

Laffont, representing Coatue's data-driven approach, presented a counterintuitive angle. While agreeing that the “power law rules our lives. All the great gains are being consolidated into small numbers of companies,” he then revealed something surprising. “If you're a unicorn, the odds of you one day becoming a decacorn are about 8%,” Laffont explained. “If you're a decacorn... the odds of you becoming a hundred billion dollar company, not much better, 8% to 13%.” But then came the kicker: “How interesting that if you're a centacorn, hundred billion or more, the odds... you now have a 31% chance of having had a 10x.” Laffont’s data, as interpreted in the episode summary, points to a 31% chance of a centacorn achieving a 10x return from that stage. Laffont sees this as evidence that these aren't just inflated valuations; they're "real businesses generating substantial revenue," companies that have already passed significant tests and built durable advantages.

Who's Right (and When They're Wrong)

Laffont's data makes a compelling statistical case. The 31% chance for a centacorn to deliver a 10x return from its $100 billion base suggests a potent filtering mechanism. Companies that reach $100 billion aren't just lucky; they've likely built strong competitive moats, massive scale, and compounding advantages that allow them to continue their growth trajectory. These are the "Magnificent Eight" private companies Laffont mentioned, consistently outperforming traditional tech. Betting on them isn't necessarily "yolo-ing" into risk; it's betting on proven winners with continued momentum, even if their market cap feels astronomical.

However, Calacanis isn't entirely wrong to be skeptical. The “public market is the great test... equalizer,” as Laffont himself put it. High private valuations eventually face a harsh reality check. A 10x return from a $100 billion base requires a $1 trillion valuation, a feat currently achieved by only a handful of public companies. While some centacorns like SpaceX are indeed generating substantial revenue and disrupting industries, not all will be able to sustain such exponential growth. The key distinction lies in why a company is a centacorn. Laffont's argument holds strongest for companies with demonstrable revenue, robust market positions, and clear paths to future earnings, not just speculative hype.

What to Do With This

Founders, stop thinking of "early stage" as the only place for outsized returns. Laffont's data forces a reframe: if your company hits significant scale, say crossing the $1 billion unicorn mark, focus relentlessly on building compounding advantages that can push you towards decacorn and centacorn status. Don't chase an early exit if you have true, durable competitive advantages. Recognize that the biggest companies are often the most resilient and have the best odds of continuing to grow. For angel investors or future LPs, consider allocating a portion of your portfolio to later-stage "proven winners" in the private market, but do your rigorous due diligence on their revenue, market position, and path to public market scrutiny. The data suggests these late-stage giants aren't just too big to fail; they're often too good not to keep winning.