3倍基金背后的简单数学:为何最佳投资需回报整个基金
The Simple Math Behind a 3x Venture Fund: Why Your Best Investment Needs to Return the Whole Thing
给新VC和创业者一套可计算的基金回报模型:10%仓位×30倍回报=3倍基金,并解释了pro-rata、加注等行为背后的数学逻辑,可直接用于评估投资策略和基金设计。
One of the questions I get asked most often by new VCs is deceptively simple: “How do I actually return a 3x fund?”
In theory there are a lot of ways to get there. Especially with smaller funds. You can have a bunch of 5x winners. You can get lucky with timing. You can ride a wave. You can own a tiny piece of Revolut, which just sold shares at a $115 Billion, or a small check into Cursor which just sold to SpaceX for $60 Billion.
But for most concentrated Seed and Series A funds? There’s really one core path that works. And once you understand it, you’ll understand why top VCs behave the way they do.
But First: Why Does Getting to At Least a 3x VC Fund Matter So Much?
Before we get into the mechanics, let’s talk about why 3x net is the magic number.
It’s what you need to raise your next fund.
That’s the simple answer. LPs don’t just want returns—they want returns that justify the risk, the fees, the illiquidity, and the 10+ year lockup period. And the data is brutal on this point.
According to Cambridge Associates benchmark data, a 3x net DPI (Distributed to Paid-In capital—meaning actual cash returned to LPs, not paper gains) puts you in roughly the top decile of all venture funds. Not top quartile. Top decile.
To be in the top 10% of all VC funds, you need to return 3x net.
The numbers get even more sobering from there. Analysis from Pitchbook covering over 1,100 VC funds shows that approximately only 10% of funds exceed 3x net performance. The top quartile of funds—the top 25%—is often returning less than 2x to their LPs over a fund’s lifetime.
And here’s the uncomfortable truth that TechCrunch reported on years ago: roughly 95% of VCs aren’t returning enough money to justify the risk, fees, and illiquidity their LPs are taking on. A VC fund needs a 3x return to achieve what’s called a “venture rate of return”—the minimum threshold to be considered a good investment that compensates for all that risk.
So why do LPs keep coming back? Because of the small percentage of funds that do hit 3x or better. Those funds—the ones that return 3x, 4x, 5x+—are what make the entire asset class work. And if you want to raise Fund II, Fund III, and beyond, you need to be in that small group.
Bottom line: 3x net isn’t aspirational. It’s table stakes for survival.
What 3x Means in IRR Terms
Let’s translate this into the language LPs actually speak: IRR (Internal Rate of Return).
A 3x net return over a typical 10-year fund life translates to roughly a 12%-15% annualized IRR depending on deployment pace. That might not sound impressive on its face—but remember, this is net of fees and carry.
Top quartile VC funds typically achieve annual returns ranging from 15% to 27% according to Cambridge Associates research. That’s the performance bar you need to clear to stay in the game.
Why Not Just Buy the Nasdaq?
Here’s the question every LP is really asking: Why should I lock up my money for 10+ years in an illiquid VC fund when I could just buy an index fund?
Because the risks of investing in startups are much greater than investing in public companies. The holding periods are long, the fees are significant (2% management fee plus 20% carry), and your money is completely tied up and illiquid throughout. VC funds must outperform public market indices by a significant margin to make economic sense.
An annual 10% return—which is roughly what the S&P 500 delivers over the long term—is not enough for a VC fund. LPs need returns in the high teens or low twenties, at minimum. That means 5-15 percentage points above what they’d get from a broad market index over the same period.
Cambridge Associates data shows that over the past 25 years, the US Venture Capital Index generated average annual returns of around 14%, compared to the S&P 500’s roughly 7-10%. But here’s the catch: those are average VC returns. The dispersion in venture is enormous. Bottom quartile funds often lose money—you’d literally have been better off in an S&P 500 index fund. Top quartile funds crush the public markets.
This is why 3x matters. It’s not just about absolute returns—it’s about delivering enough outperformance versus public alternatives to justify the risk, the illiquidity, and the fees. A 3x net fund clearly beats the public market alternative. A 1.5x fund? Your LPs would have been better off in the Nasdaq.
And LPs have long memories.
The Basic Math: One Investment Returns Your Entire Fund
Now that we know why 3x matters, here’s the “simple” formula for getting there:
- Step 1: Put 10% of your fund into your single best investment
- Step 2: That investment returns 30x your total dollars in
- Step 3: The rest of your portfolio collectively returns 1x (you get your money back)
- Step 4: Combined, that’s 4x gross — which nets out to roughly 3x after fees and carry
That’s it. That’s the whole model.
What Does “30x” Actually Mean?
This is where it gets interesting, and where most people get confused.
When I say your best investment needs to do 30x on 10% of your fund, I’m talking about total dollars deployed into that company across multiple rounds.
In practice, that usually means:
- Your first check returns 100x (yes, really)
- You write follow-on checks as the company scales
- After dilution and additional capital, you end up with 10% of your fund in that one company
- The blended return across all those checks is ~30x
So when you hear VCs talk about “100x investments,” this is what they actually mean. Your entry price needs to 100x for the math to work after you’ve doubled or tripled down.
Why This Explains So Much VC Behavior
Once you internalize this math, suddenly a lot of VC behavior makes perfect sense:
- Why do VCs fight so hard for pro-rata rights? Because they need to put 10%+ of their fund into winners. If they can’t follow on, they can’t build the position they need.
- Why do VCs sometimes seem to “abandon” companies that are doing fine but not breaking out? Because a 3x or 5x return on 2% of their fund doesn’t move the needle. They need 30x on 10%.
- Why are VCs so obsessed with “fund returners”? Because one company returning the whole fund is literally the strategy. It’s not greed — it’s math. And it’s not easy. So many even nine figure exits won’t “return a fund” for most VC funds.
- Why do the best VCs double and triple down on winners? Because that’s how you get from 3% of your fund to 10% of your fund in your best company.
The Path to a Top 5% Fund
Here’s the really interesting part.
If you can find two of these investments — two companies where you deploy 10% of your fund and return 30x on those dollars — you’re suddenly in rarefied air.
- Investment #1: 10% of fund → 30x → returns 3x the fund
- Investment #2: 10% of fund → 30x → returns 3x the fund
- Rest of portfolio: 80% of fund → 1x → returns 0.8x the fund
Total: 6.8x gross, or roughly 5x+ net
That’s a top-decile, possibly top 5% fund. Built on just two investments.
A Note on What Doesn’t Matter (Directly)
Interestingly, ownership percentage and entry price aren’t directly part of this calculation. They matter, of course — they determine whether you can get to 10% of your fund in a company and whether the exit math works.
But the core question is simpler: Can you deploy 10% of your fund into a company that returns 30x on those dollars?
Whether you own 10% or 20% of that company, whether you entered at a $10M valuation or $50M — those affect whether the 30x is achievable, but they’re inputs to the equation, not the equation itself.
This Also Means Most of a VC Portfolio Won’t Matter for Fund Returns
Here’s what this math tells us:
Most of your portfolio won’t matter to fund returns. I know that sounds harsh, but it’s math. The companies returning 2x, 3x, even 5x? They’re great for founders. They might be great for your reputation. But they’re not what’s going to return your fund.
更进一步:量化金融体系
看懂新闻只是起点——沿量化金融路径,把它变成能交付的工程能力