The other day, I saw a post on r/venturecapital (and now you know what my Reddit handle is) asking how prospect theory relates to venture capital. Admittedly, quite thought-provoking! Ever since college, I’ve been a huge behavioral economics buff – how human psychology dictates market motions. And, prospect theory happens to fall in that category.
First developed by Daniel Kahneman and Amos Tversky, prospect theory is a behavioral model that says humans are naturally loss-averse. Oh, you might know the former Nobel Prize bugger from authoring Thinking, Fast and Slow, a book I highly recommend if you’re curious about the intricacies of how our brain understands the data around us. Simply put, we react stronger to losing something than when we gain something.
For example, I’m more likely to feel the loss after losing my $1500 cellphone than the ephemeral gain of winning a grand and a half in the lottery. On one end, you’re probably thinking that makes sense. On the other end, you’re probably calling me a loser for spending so much on a cellphone. Well, joke’s on you. I got my phone for $250 on Black Friday. But I digress. In another instance, if you look at kids, they’re more likely to throw a tantrum if you take away a marshmallow on their plate than give you a hug for giving them an extra marshmallow.
Similarly…
As you might expect, prospect theory informs many of my investing/sourcing decisions, including:
So, VCs and prospect theory
So, you’re probably now thinking: “Gimme the deets.”
While prospect theory suggests people typically weigh the impact of their losses more than they so their wins, VCs are humans at the end of the day. Just like your amateur naive stock trader will hold on to losses, and sell their wins, many VCs tend to do the same, as a reactionary measure.
It’s counterintuitive. But the name of the game in early-stage investing is not about how many losses you’ve sustained (especially when 7 out of every 10 go out of business, 2-3 break even, and hopefully 1 makes it), but about the magnitude of the wins an investor makes.
For instance, if you’ve invested in 100 companies, and 99 go out of business, and 1 makes 200x, you just doubled your fund. Of course, a successful fund typically makes 3-5x cash on cash multiple. Just our fancy way of saying your fund returns $3-5 for every dollar invested by a limited partner (LP). Although there are some nuances, many VC investors use cash on cash and multiple on invested capital (MOIC) quite interchangeably.
Guess for you to be counted as a successful investor, that one investment’s gotta go to 300x, at the minimum. In reality, you’re probably not going to have just one investment perform. Especially if you’re in the top quartile of VCs out there. You’re looking at a ~2.5% unicorn rate. So 2-3 investments of your 100 investments should be valued at over a billion dollars. Unless you’re Chris Sacca, who I hear returned 250x cash on cash for his first $8.4M seed fund, which included the likes of Uber, Twitter, and Instagram.
Of course, larger funds are harder to return. It’s easier to return a $10M fund than a $1B, much less a $100B. While I’m not supporting the only $100B vehicle known to date, the losses that fund sustained made the front page news a while back. And though by monetary value, they lost more than most other funds out there. Percentage-wise, they’re not alone. But in the public and media’s eyes, their losses are weighted more heavily than smaller funds.
In closing/Disclaimer
But hey, I’m no registered investment advisor. If you’re looking for which specific startups to invest in, please do consult with a professional. While I may share what startups have attracted my attention here and there, my thoughts are just my own thoughts. And, this post is merely me sharing the correlation between venture capital and prospect theory, plus a few digressions.
Photo by Josh Appel on Unsplash
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