Matt Murphy, partner at Menlo Ventures (an investor in Anthropic), addresses whether cheaper open-source AI models will displace proprietary frontier models in software applications.
“What's happening is companies see this, like, yes, I can get lower cost, but if I use Anthropic, it actually increases my customer retention. I generate more revenue. I get users to Engage with the platform more. And that is what the data is suggesting now with a lot of application companies”
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More from Matt Murphy
PredictionNot checkable as stated
Open-source models will not displace top foundation models like Anthropic
“I think the foundation models, let's say specifically Anthropic, have such special models. This can be hard for somebody to just kind of say, I've used open source with my data. It's going to be functional and positive for some amount of what you're doing, but…”
Matt MurphyJul 27, 2026▶ 0:00Will Open-Source Threaten Anthropic's Business & Do Margins Matter in a World of AI | Matt Murphy
Insight
Small stakes in massive outliers beat high ownership in mid-sized exits
“You have to be in the big outliers to drive great returns, and you're better off being in them at a very small percent than owning a large percent of a company that exits for three to 500. Those just aren't going to move the needle.”
Matt MurphyJul 27, 2026▶ 8:09Will Open-Source Threaten Anthropic's Business & Do Margins Matter in a World of AI | Matt Murphy
AssertionSupported
Lovable scaled from zero to $300M ARR within one year
“Where you see a company go from zero to something like three hundred million in a year. I think we intercepted them around, well, we kind of got, tried to get in when they were around 30, 30 of error, but we around, we did was around one 50.”
Matt MurphyJul 27, 2026▶ 19:18Will Open-Source Threaten Anthropic's Business & Do Margins Matter in a World of AI | Matt Murphy
Insight
AI compute costs cap startup gross margins at 60% to 70%
“You know, a lot of companies, just because of the cost of computing inference, it's harder to say you're going to be an 80, 90% gross margin company anymore. But, you know, great companies are, you know, 60, 70% gross margin.”
Matt MurphyJul 27, 2026▶ 21:15Will Open-Source Threaten Anthropic's Business & Do Margins Matter in a World of AI | Matt Murphy
Disclosure
Menlo Ventures' Anthropic position is worth over $10 billion
“No, our position is, is north of that, but that's not that you can do the math on what carry usually is.”
Matt MurphyJul 27, 2026▶ 55:02Will Open-Source Threaten Anthropic's Business & Do Margins Matter in a World of AI | Matt Murphy
PredictionOpen · timeframe Jul 2031
Market will not sustain 60 independent AI model companies
“There's no way in hell that, you know, we're going to have 60 independent model companies in addition to all the open source and everything.”
Matt MurphyJul 27, 2026▶ 1:02:16Will Open-Source Threaten Anthropic's Business & Do Margins Matter in a World of AI | Matt Murphy
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