David George, General Partner at Andreessen Horowitz (a16z), outlines his thesis on the future market structure and margin profile for AI model providers.
“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 APIs will be relatively oligopolistic. They'll probably have reasonably high margins and the end customers will be pretty high served or well served.”
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More from David George
AssertionContradicted
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.”
David GeorgeDec 15, 2025▶ 2:00a16z's David George on the Most Controversial Bet at a16z & Do Margins and Revenue Matter in AI? · 20VC with Harry Stebbings
Opinion
Only five founders globally justify paying growth-stage valuations at early stages
“The kinds of people like that, that warrant an investment decision, you know, a thought process like that, I think are extremely small. I mean, the list is five people, I think.”
David GeorgeDec 15, 2025▶ 19:25a16z's David George on the Most Controversial Bet at a16z & Do Margins and Revenue Matter in AI? · 20VC with Harry Stebbings
AssertionNot checkable as stated
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.”
David GeorgeJul 19, 2021▶ 19:2020VC: a16z's David George on Leading a16z's Growth Fund Today, The Biggest Misconceptions of Growth Investing, How a16z Think Through Portfolio Construction, Investment Decision-Making and Scenario Planning & How The Entrance of New Players Has Changed Th
Disclosure
a16z gives startups more leeway on gross margins today
“On the gross margin point today, I'll say this. We give a little bit more of a pass than we used to.”
David GeorgeDec 15, 2025▶ 0:29a16z's David George on the Most Controversial Bet at a16z & Do Margins and Revenue Matter in AI? · 20VC with Harry Stebbings
Disclosure
a16z's best fund ever saw Databricks return 7x and Coinbase 5x
“Our best performing fund in the history of the firm is actually a one billion dollar fund. So it's a large fund, right? In that fund, Databricks has returned seven X the fund so far. Coinbase has returned already DPI five X of the fund.”
David GeorgeDec 15, 2025▶ 2:33a16z's David George on the Most Controversial Bet at a16z & Do Margins and Revenue Matter in AI? · 20VC with Harry Stebbings
AssertionNot publicly verifiable
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.”
David GeorgeDec 15, 2025▶ 3:24a16z's David George on the Most Controversial Bet at a16z & Do Margins and Revenue Matter in AI? · 20VC with Harry Stebbings
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