The Ledger
Every statement that passed quotation and attribution checks. Mix any filter with any other: certainty 1/5, debate potential 5/5, or both at once.
why aren't all 33 resolved? a statement only gets an assessment when the public record can support or contradict it. opinions and what-ifs never can, and 3 checkable ones are still open, waiting for their date. predictions held up or didn't; assertions are supported or contradicted. on every card: ▮▮▮▮▮ certainty · ▮▮▮▮▮ debate potential. speakers are clickable
a16z's larger venture funds consistently outperform its smaller funds
“Our funds consistently beat small, large, Diversified, concentrated venture funds. So our larger funds have outperformed our smaller ones, and our larger ones actually have similar multiples of money to our smaller ones across, across strategies.”
George: Aggressive crossover venture funds actually generate good returns
“First, I think there's a little bit of a misperception in the market about some of those firms who have been more aggressive recently. Their returns are pretty good. They've done a good job.”
53% of dollar gains in top recent IPOs came post-Series C
“We actually just looked at the 50 top IPOs from 2017 to 2025. And if you disaggregate where the dollars of return come from, 47% of the dollars of gain happens between the seed in the series B and 53% of the dollars of gain happened from series C plus.”
Most AI value creation will happen in private markets, not public
“And if you look at what's happening in the private versus public markets now, the size of the winners from a new tech wave, that's going to happen in the private markets.”
David George says no public CEO he knows regrets going public
“So, you know, I tell our CEOs all the time, I've been fortunate to work with a bunch of public companies. Never one of them has said, I regret going public.”
AI-native software companies will reach larger market caps than SaaS giants
“And so I have to think that this next wave probably presents the opportunity for this next generation to be much larger than the previous generation.”
Winning AI applications are growing three times faster than predecessor SaaS startups
“For most of these companies that we've backed, these winning apps, they're growing faster, three X faster, you know, than predecessor SaaS and cloud companies.”
Foundation model API providers will eventually operate as a high-margin oligopoly
“I think the market structure will end up sort of like cloud for the models where, you know, cloud costs for the average end customer are fine. And, you know, cloud's an oligopoly and they make high profits. I think the model companies, you know, that serve API…”
Independent AI application software companies will win across almost every category
“We fully changed our mind. I think there's going to be application software companies built on top of models in pretty much every direction.”
Robotics will become the largest category in artificial intelligence within 10 years
“You know, we have not made a large investment in robotics, but I think it's going to be the largest category in AI, B to C, B to B. You know, there's still kind of debate on what the right form factors are. Whether it's at home help, whether it's industrial, l…”
a16z historically refuses to sell secondary shares in late-stage portfolio companies
“We could, but we historically have not. And so, you know, for the most part, for the companies that have decided to stay private, we've been really excited to stay in them, keep backing them. And that's probably the strategy that we'll, we'll continue to have.”
Russell 2500 average return on invested capital halved over 30 years
“The ROIC of the Russell 2500 over the last 30 years, it's gone from seven and a half percent steadily down to three percent. So like more than cut in half.”
High-quality US private tech market cap dwarfs private equity technology
“If you just look at the size of The private technology, high quality companies, it dwarfs the size of private equity you know, private equity technology in the US.”
Top-performing venture capital funds historically outperform top private equity funds
“If you were to look at our returns or the top performing venture funds, let's just call it that relative to, you know, top performing PE funds, the top performing venture funds outperform.”
C.H. Robinson saw a 40% AI-driven productivity gain in shipments
“They just disclosed in their last earnings that they saw a 40% productivity increased, increase measured in shipments per person per day in their core business since the end of 2022. 40% increase. It's an incredible and it's AI driven. And so what's actually h…”
Breakout AI companies achieve massive scale with near-zero customer acquisition costs
“11 Labs has this, ChatGPT has this, XAI has this where it's organic customer acquisition or, you know, very low cost sales acquisition, Abridge, Harvey, companies where, like, the market is just absolutely starving for their product.”
Top high-growth tech companies will trade above 6x public revenue multiples
“I also don't think that every great high growth company will end up trading for six times in the public markets. There are some that are going to trade higher based on very high growth rates or high cashflow.”
Gross margins for AI applications will rationalize and increase over time
“The history of technology inputs would suggest that the margins will rationalize and the margins are going to go up.”
George: Celonis will deliver sustained high growth without aggressive cash burn
“I think their business model is fantastic. I would view their future as very elevated levels of high growth with high returns on capital, and, you know, there's not some looming intense competitive threat that makes them think that they should aggressively go …”
a16z Growth targets 3x to 5x returns with a 10% loss rate
“We target three to five X returns over five years in aggregate, but we place So we're constantly asking, how could this investment be worth 10 X plus? And we focus probably more of our effort on that than around the downside. You know, I always ask my team whe…”
a16z Growth uses 5-7 year horizons to absorb entry valuation errors
“So we think in five to seven year terms and try not to worry if we're off by a year or two on the valuation, like that's a risk that I'm willing to take.”
a16z gives sponsoring GPs final authority via single trigger-puller model
“Just like we do at the venture fund, we have a single trigger-puller model, though. We have discussions and deep, robust discussions about investment decisions, but it's ultimately the call of the GP who's sponsoring the investment.”
Tech private markets have reached over $5 trillion in market capitalization
“The private markets have grown 10 X over 10 years, right? It's over five trillion dollars of market cap now in our market.”
The number of US public companies halved over the last 20 years
“It turns out that the number of public companies has been cut in half over the last 20 years.”
The original SoftBank Vision Fund correctly identified the massive AI opportunity
“They were early to figuring out that there would be a huge opportunity in AI. So, you know, they famously were in NVIDIA in, in that fund you know, and they did some really good investments, like Slack, like Garnet.”
Autonomous driving and robotics will be the largest markets created by AI
“Like I think autonomous driving and robotics are maybe the mother of all, you know, markets that are coming on AI.”
Radiologist jobs increased despite AI outperforming humans at reading scans
“Like AI has been able to do a better job than human radiologists. Like prior to this whole wave, like neural nets were able to do a better job than human radiologists and looking at scans. And yet since the, you know, this sort of proliferation of AI, the numb…”
George: Salesforce, Workday, and ServiceNow command market cap in B2B
“In B to B, you know, Salesforce, Workday, ServiceNow, they command almost all the market cap in their respective markets.”
George: Front-end engineers doing design expands Figma's market by 10x
“Our view was that all front end engineers in the future will engage in design, and this is 10 X plus bigger in terms of market opportunity than just defining what they do in the design space.”
George: Loom was growing 10x year-over-year at scale when a16z invested
“So it was Loom. So the frameworks that I love is I try and invest in companies that are pull companies, not push companies. What that means is the market is pulling their product from them as opposed to they're trying to push their product out to the market. S…”
Google and Facebook user monetization grew sevenfold over the last decade
“10 years ago, Google and Facebook were monetizing their users at like one-seventh of what they are today.”
a16z Growth targets 30 portfolio companies with $50M to $300M checks
“For our current fund, we'll target about 30 companies, so investment size average around a hundred million dollars. Again, that's a function of the market opportunity, and when is the right fit for You know, the range is a little wider than that. It's anywhere…”