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Rory
Entry price comes when TAM is unclear. Winning is the only thing that counts when TAM is huge.
Jason
If you're not seeing massive TAM expansion, there's just no point in even playing as VCs.
Rory
The late stage business is either the best business in the world or the worst business in the world. And there's nothing you can do to determine which it is.
Tom
Coding is no longer on this extremely steep improvement path. As the models improve in performance dramatically, people switch.
Rory
To say that would be ugly would be an understatement. It would be terrifying. I mean, beyond terrifying.
Tom
I think we're at a point where if there's some wobble, the magnitude of the correction will be fast and brutal.
Harry
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Rory
You have now arrived at your destination.
Harry
Guys, I am so excited for this.
Jason
It's always my favorite show to do.
Harry
We have the wonderful Tom Tungas joining us today. Tom, welcome to this wonderful trio. It's so great to have you.
Tom
Thrilled to be here. Thanks for having me on.
Harry
Not at all.
Rory
Tom, I gotta say. Have you become so Americanized, Tomas, that you're just going with Tom now? Are you just recognizing that Harry, like all English people, has no command of foreign languages?
Harry
Sorry, I didn't understand that.
Rory
Would you like him to use your given name, Tom? Are we going to stick with what Ari said?
Tom
Oh, Tom's great. That's great. Let's roll with it.
Rory
Let's be brief. I'm an American. Tom it is.
Harry
Don't worry, Tom Royal. Remain this obnoxious way for the following 90 minutes. It's all good. I've got used to it. He'll correct your punctuation next. But I want to start on some very exciting news for Cursa. $2.3 billion at a $29.3 billion valuation. Andreessen, Thrive, CO2, DST XL. All the big players, all involved. Chaps, how did we analyze this? And I look at this and honestly feel more irrelevant than I've ever. How should we look at this? And this is a free for all.
Tom
I mean I look, I think product market fit for agentic coding is probably the best of any use case aside from search. And then you have this just like massive growth. So I think the bull case is the productivity gains for software engineers here are pretty enormous. 30 to 70% kind of depending on which company you're looking at. You have pretty significant multiple expansion. I'm not sure if you guys have played with the new cursor model, but it's phenomenal. It's unbelievably fast. Four or five times faster on a tokens per second basis. And that allows them to capture a whole bunch of margin. And then on a multiples basis, it's actually not that wild. You put all those two things together plus the buoyancy in the market. And so you see evaluation here. I mean can you see a 3X? You don't have a lot of esop dilution because total employee count is 30.
Jason
Is it still 30?
Tom
They just hired a PM four months ago, so they increased headcount by 5%. But you don't have a lot of the capex dilution that you see within the foundation models. And so you know, does it go public? You have massive revenue growth, increasing margin, pretty attractive financial profile. We can debate the entry price, but I think classic bull market bet, big question. I mean we were looking at a bunch of the vibe coding companies. Typical gross like account retention is 50% and so what does that really mean in this business? Can they push any other price? I think that's probably the ultimate determining question. But just given the usage that we see. I can see the case. I can see the case.
Jason
There's two thoughts to add on to it. One, I think this idea that you get a 30 to 70% productivity boost is almost a backwards way of looking at it. Because the way I think about it now is it's just default and necessary. This is the way we code. So if we were talking earlier in the year, even if we were at Saster in May, we were talking about productivity boost, right? What are you getting out of cursor and windserve at all? I don't know anybody not using cursor or something. It's moved to like we're going to approach 100% penetration per developer of some sort of price per year. 5,000, 6,000. You guys. Rory and Tommaso better than math me before we even get to replit and lovable like prosumer for engineers. How many engineers are there on planet earth today? And what's 5,000 times that for. Seriously, we're going to have 100% penetration, right?
Tom
Yeah, I agree with you. So when I used to do market sizing models five years ago, we used to assume that there were 25 to 30 million developers. In the most recent Microsoft transcript from the earnings, they're talking about 100 to 150 million developers just on GitHub.
Jason
Okay, so 200 million times five grand. How much is that, Rory?
Rory
Yeah, 200 million. I mean, look, 200 million times a grand is 200 billion.
Jason
No, five grand. Five grand a year.
Rory
No, I don't buy that for a second.
Jason
I think Cursor can do a trillion if it has its current. Current. Okay, you do 500 billion. Right? Seriously, this is what we're missing. This, this is all the whole AI play to me. If you're not seeing massive TAM expansion, there's just no point in even playing as VCs.
Tom
Okay, so I was chatting with a sales leader last night. He's a mid market seller in an agentic company. And I asked him how many figures are in your mid market deals? And I think of mid market deal, like mid market deal for me is like 20 to 50k. 50k on the highs, maybe 75. Yeah, so they're all seven figures.
Rory
Seven.
Tom
Yeah. So it's an agentic. An agentic software company. And the mid market is high six to low seven figures.
Jason
Yeah, that's TAM expansion.
Rory
That's TAM expansion.
Tom
It's labor replacement in some form or another.
Harry
Right.
Tom
And so to that point, like if the total number of developers increases and look, willingness to pay. I mean, I pay for a Claude code max for 200 bucks a month. Yeah.
Rory
And you run out.
Tom
I run out two days into the week. Right. So now I'm at a place where like, okay, do I buy two additional seats? Three additional seats. And so instead of spending $200 a month, I'm spending $1,000 a month. And I have this total pain of being able to switch between these keys. It makes me wonder what is my willingness to pay for clock. I will never go back to using a computer without clock code. I couldn't imagine it.
Rory
And that sound you hear is them creating the T300, 400 buck a month plan because they need it.
Jason
And you don't want to know what I spent on repl dot. It's more expensive.
Tom
And you would never go back.
Rory
Right?
Tom
There's no way. There's no way you go back.
Jason
Well, they're different. Cursor is never going back. I actually think now that we do the math, how many? We said 100 million active developers. Sorry, maybe I got the math wrong.
Tom
Yeah, I think, I think that's right.
Jason
I think everyone's going to pay 400 to $500 a month ultimately no matter where they are. So that's a trillion. We're coming up on a trillion. I think that's real. And maybe cursor gets 30% of it. We could argue, right. Then we could back into if it's a good deal then The Replit Lovable Base 44 and friends, that's the other couple hundred million of people. I mean Tomos I've shipped 12 apps since June on Replit. 12 apps used 700,000 times. I built product but I don't code. Right. That's a whole nother tam.
Tom
But that's 3 to 5% of us GDP. I mean if we're talking about $1 trillion.
Jason
Well that's global. You said global developers. Right?
Tom
Okay, fair. But most of the money will accrue to US companies.
Rory
Any software business is 50% US even though we're only, you know, what is it?
Jason
Hey, so that's 2% of GDP, right. Most of us aren't even going to be working in five years. So 2% of GDP is necessary because no one, no one wants to work. No one wants to be a hands on keyboard executive. No one graduated from college that I know wants to work. Right. So 2% sounds low to me, but.
Rory
I'm going to call it. It won't be 2% or anything like it, but it can still be huge. Yeah, you multiply 100 million by $5,000 a pop and you get a huge number. You can narrow this thing down to quote unquote serious developers. You get I think three or four in the US right? Of really serious. I'm paid to code eight hours a day, five days a week. You can still multiply that by five grand a year and get a huge company. So I think the aha here is. I mean I'm just kind of going back to the question. Call me boring. The Harry question is. Yeah, roughly 30 billion for a billion in revenue is crazy. Right? And the proof of it that I, I struggle more to get the con side than the pro side because look, the pro side is revenue and revenue growth rate and probably tab if something's gone 1 to 100 a year ago and it's gone from 100 to a billion this year, it's hard to imagine with that. You know, Newton's laws of motion require it to go to 3 or 4 billion next year. So suddenly you're in this thing at 10 times NTM revenues. So on revenue and revenue growth, and we just did it on tam, all of these are great. So if you're trying to come up with an argument against the two ones I hear are profitability and moat, and I'd love to talk about those. And Tom, maybe you have some insight in that. Let's talk profitability. You read a whole bunch of oh my God, the gross margin on these things isn't great. Sometimes you hear it isn't great, sometimes you hear it's awful. And obviously all that money is flowing to Anthropic and we'll come back to that. But it is also noteworthy they talked about building their own model, which of course would allow them to capture that revenue. So I don't have compelling data on that, but I'd love to hear people's thoughts on profitability, gross margins for these businesses.
Harry
My pushback on the con side would just be the emphasis and the focus that OpenAI and Anthropic are placing on Codex and on claw code and then your alternative players like cognition.
Rory
I said there's two negatives and I'm going to list them. Profitability and durability. And profitability is do you make money? And durability is someone else going to take your money? And I think those are the only two issues, which is amazing. Just think about it. It's a $30 billion market cap deal where on a revenue and a revenue growth in the TAM perspective, it's big resounding yeses revenue scale, hyper growth, huge market. Yes, yes, yes. So you're right. The two are profitability and then competition, durability. So let's do them in turn because I think they are linked. Harry, you're right. Because the odd thing about the current business is their direct competitor is also currently their supplier of the raw ingredient that makes 50, 60, 70% of their product. It's a very weird platform risk kind of deal. And maybe you can just lump them in together because look, with 100 so employees, it ain't labor that's killing them, it's the cost of the tokens, which money they give to the company who also has a competing product. So, Tom, I mean, I'd love to hear your thought. How do you think about Claude code versus Cursor?
Tom
The way I'd put it is as the models improve in performance dramatically, people switch. Gemini 3 just came out. It's a little bit better than Claude 4 or 5 sonnet on coding. That's what matters to this audience. When there's a lot of improvement, people switch. I mean, I want to see is the cursor model a whole lot better than the Claude model. 4, 5 comes out of OpenAI. Great. I want to go 4, 1, I want to go check out that model on codecs. But as the improvements in coding start to asymptote, I'm going to stay where I am. I'm going to stay where I am because there's memory and it remembers how I program and it remembers my linting, which is how many tabs I put into each particular function. I think we're at a place where agentic coding is no longer on this extremely steep improvement path. And so people will stay where they are because the cost of. So I have 100 tools in cloud code, Claude Code wrote all of them. And now I have this whole setup where it does all kinds of stuff for me. And sure, I told Gemini this morning when Gemini 3 launched, look at everything that I've done in cloud code and migrate it so that you can use it and it'll migrate. But I will only do that if I think that the benefit of the migration is significant. If you look at the distribution, initial distribution of cursor, what fraction of people really going to switch, especially once the enterprise business starts to come in, because Fortune 500 will pick one, standardize, buy effectively an ELA and then the switching diminishes. And so I think they'll be able to improve margins. And so as long as they're able to continue to grow, I bet they hold on, I don't know, five years from now, 75% of their audience, something like that. And so to your point, Rory, on like just inertia in the business, it will be there.
Jason
What I don't get, here's where I'm ignorant. And here's where the difference between rapid and lovable is so different. Right? Replit and lovable, frankly are using cheap models. Most people don't know or care. And they're well marked up. The margins are north of 50, the gross margins. Okay, we're not bouncing back and forth between the latest Gemini and four or five, right. In fact, replit defaults you to an N minus one model unless you want to pay more. Okay. And it works fine for that use case. What I'm still remain ignorant of even as we're talking about is I think cursor has a moat and has switching Costs and Enterprise ELA's and others will lock in. But Ultimately, even with mixing in their own model, which may not even have that much higher margins. Right, it'll have higher margins, but that like how do they get to 60% gross margins? How do they get there? Right, But I totally get how Replit and Lovable are already at 50.
Tom
Yeah, I mean, I don't know either. But I mean, so we've met a bunch of different companies and they're taking big models and then distilling them into small. And so we've done this internally taken CLAUDE code which is, I don't know, a trillion parameter model. And then we've taken a 20 billion parameter model and said CLAUDE code, teach this little model how to call tools. I mean this is a venture capital firm. Yes, we have a great head of AI, but we're not a research lab and we can get to 97% equivalency on that tool calling distillation with a model that's 1/50 the size. Anyway, the point is, I think there is so much efficiency to squeeze out of these model architectures because there's just a lot of fat in these systems. Candidly, I don't know if they get, if any of these companies achieve 60 to 70. I mean we all know publicly traded software companies. Previous error 70, 72% gross margin. I don't know if we ever get to that place. But the other point is, do they need.
Rory
You don't need to. Absolutely. You're exactly right. Because those companies were selling workflow software with big salesforce, lots of integr here. You're selling a tool that people can turn on, use themselves. You got low sales and marketing costs. In the end, things are valued on a multiple of free cash flow. In the end, in the limit. And I'm kind of with you. I think that as I listen to this whole discussion, if we buy the durability thing, in other words, most people won't switch once you ask them to out. Then the only court negative is this gross margin issue. And I think you're right, Thomas. If the only thing between you and 50, 60 billion dollars is your ability to chip away at a digital product where there's a ton of optimization to be done, my guess is you'll find a way to get might be 80%. But if you can get to 60% GM and sell a billion dollars in revenue with 100 headcount, you're going to be kicking off cash totally.
Tom
And then, you know, Microsoft also said they were producing compared to 12 months ago, they're producing 90% more tokens per GPU hour than 12 months ago. So yeah, that's the rate of efficiency gain.
Harry
So 1, 2 and 3 in this space, in five years time, who is going to be the top one or two and three players and assign a market ownership to it before we move on. So I think Codex is going to have 60%, anthropic is going to have 20% and cursor is going to have 20%.
Rory
For example, my gut would be Cursor because they're there and they're ahead. GitHub because they'll bundle and it's Microsoft. So a whole bunch of corporate America will just go with that especially it's like the Zoom vs. Teams discussion. And there'll be bundled people. So that's those two. The third you have to put Entropic in because they're relevant and or cognition just because it's slightly different. Which leads me to assume Codex isn't a huge player here. I mean, I just did that on the fly. But I think that you throw out Codex, however, which is OpenAI, obviously. But you look at people who have a natural lock on the space. You have the people who are first, which is Cursor, you have the people who can bundle, which is Microsoft at the enterprise level, at the distribution level, you have the people who can bundle at the model level, which is Entropic. And then you got the clever guys out in the corner. It's a crowded space. I don't know if you put OpenAI in the top three in this space.
Tom
I agree with Rory. I think it's a very astute assessment. I think cursor has 40 to 60% share. I think Microsoft, they really need to step up the product. They really had it, they had the market locked up. And then I don't even know what the agentic Microsoft coding product is. And it's definitely not the TAB autocomplete, which is the last time I used it. But maybe it's bundled within VS code. But they can come out the way they did with teams and just come out of nowhere. And so if it's in five years. Yes, in year four and five, are they probably the number two player right on the money. And then you have Anthropic is just so good on coding and it seems like that's where they're focused. So that's 1, 2, 3, 60, 20, 20, something like that.
Jason
I could provide a slightly different perspective. The latest version of Replit V3 blows everything out of the water. It's not just night and day. It's what's more than night and day? It's Pluto and Mercury. Okay. And in V3 now I'll just give you an example. Agents talk to agents. It calls in an architect and reviews my code. It calls in a different agent and finds bugs. It calls in a different agent to review what it has. It has an unlimited context window that appears to go on for months now and remembers everything we've done. My point is the rate of change is so high in this side of the things that I'm not betting there won't be someone else in 18 months that'll blow everyone out of the water. Do I think someone can invest what Anthropic and OpenAI can invest? Hard to imagine. How much have they raised? A lot. Okay, so I don't know that you can build that. But in terms of building a layer or on top of other models, there's a level of disruption to come I don't think we've even touched on yet. You know, it's just so much different and so much better. So for example, for me, like the biggest issue now that this rep. The agents are so good, right? And so autonomous. I mean this is true for all of software. The biggest issue is qa. What if there was a version that could truly do all functional QA agentically? Right. That would be another step function.
Rory
Right?
Jason
Then I'd be ten times more productive. I think these, all these leaders are too big to go away. But I mean if 30 kids at cursor can build this.
Rory
A billion.
Jason
Are you sure? 30 kids? Because AI is not static. This rate of change is so crazy. It's not. I know Gemini. It feels like 8% better than four or five sonnet. But in a year, what we can do with it, we may under predict what we can do in a year.
Rory
I wonder, is that correct? There's one world which says the window opens. It was new technical discontinuity. And there's three or four years where it's up for grabs. And then things start to coalesce and settle. Less because the technology is not continuing to train, but more because enterprise it's Thomas has come on. You make a decision, you get locked in. You know, a corporation buys for its people and then just things market share becomes harder to move. And yes, another step function, revolutionary change in the AI underpinnings and the models could cause that to happen. But my base case is that it will start to coalesce more and that market shares will become less subject to flux. In other words, people will settle into their rough market share. And that's been typical for most markets there's this new wild period. But after three or four years you grab what share you can. And then in most other markets, then There's a long 10 year, 20 year period where even though the market doubles trebles 10 x's, the rough market share at the start is the rough market share at the end.
Jason
But I don't think we've ever seen software get remotely this good this quickly in our lifetimes. It's like two orders of magnitude faster. Software used to get better. Maybe every five years you'd have a major release and it would, it would have an API, it would integrate with Looker. That would be the big deal. This year we got our Looker integration working. Now this isn't like even 10x faster. This is like 20 or 30x faster than 24 months ago.
Rory
Arguing back is that intel doubled every whatever, 18 months and you know, market share didn't move for 15, 20 years. Throughout the entire life cycle of the CPU, mass performance increase on its own often isn't enough to cause, you know, market share shifts once they get embedded in. Intuitively, four years ago no one did coding using AI. Now everyone's doing coding using AI. There was a four year period where everyone have to pick their AI coder. Once you've done that, are you just going to lie back and say, the AI coding company will just make my shit better? As Tom said, Is that, is he going to be in the market to shift two years from now? Provided they all stay roughly comparable? I think it's at least plausible that the balance of probability is. No, sorry, Tom.
Tom
No, no, no. I'm trying to figure out the right blog post for this debate. I think it's the bacon and the skillet debate, which is when does the fat congeal?
Rory
Yes. Right.
Tom
Like right now, everything is hot, everything's moving around, there's a lot of sizzle and then all of a sudden the heat comes off and then everything's fixed. Right. And it's just, it's much harder to move through.
Rory
Yes. I love it.
Tom
And when does that happen? I think that's a debate like when does it.
Rory
Right.
Tom
Jason's perspective is, well, that probably doesn't happen for a while because the skill, it's going to be cooking on 10 for a long time.
Jason
Let me give you another version of that. So we rolled out Agent Force for Salesforce. We're probably one of the few organizations of our size to have rolled out Agent Force.
Rory
Okay.
Jason
The interesting part is we took the prompt from another AI agent that we trained for months and we gave it to Agent Force. We iterated it with it for about a day, and it worked just as well. The point of the story is these moats are real. Okay? But if I could move that prompt and all that learning from one agent into Agent Force. Don't overestimate your moats. Today it's just the meta learning. Don't, don't. They're there, but I think they're lower.
Tom
So just on that point, let's talk about commoditization.
Rory
Right.
Tom
Like we talked about moats at the beginning, the markets are growing incredibly quickly. And so you have technologies that you could see rapid commoditization and deflation in pricing power.
Jason
I'm hoping.
Tom
You're hoping we see that.
Jason
I think 100 grand per agent. There's only so many that I can buy. I need theories, fees. I need a little bit of that theory fee stream to increase to go beyond 12 agents in production.
Rory
And let's just. I want to drill down on the word deflation, because there could be two meanings to that word. One of them, the BLS meaning Bureau of Labor Statistics. And then the other one, the terrifying one, the BLS meaning is, oh, my God, this year I get a million tokens. Next year, for the same price, I get 2 million tokens. @ some macro level, I've had more increase in value. I'm still paying roughly the same amount. It's not catastrophic, it's not an implosion. Right. That, to me, is what's happening right now. Agreed. It's roughly that trajectory. But you hinted at something that, if true, would be something more than that. It's where you suddenly see price erosion.
Tom
Price wars.
Rory
Price wars.
Tom
What if there's a price war?
Rory
And it's worth pausing on this because it's the only bad scenario. And we never saw that in sas. We never saw, with a few exceptions. I mean, I remember Vox had to compete against Microsoft, which was free, but most of the time there wasn't. What you're possibly in. Thomas is a year from now. The product manager on Tropic says, screw it, I want to win. In clog code. I'm going to go from 100 to 50 bucks a pop. The guys have to respond. Maybe it's because people are embedded. Some product leader says the only way to change that is to go down in price.
Tom
Yeah, and it's not number two, number one. And number two in the market is number three, four, and five. They say we have to win significant share. How will we win share? We win share by underpricing. And then what happens?
Jason
But that's not new. There's always been low end versions of every product we can think of in the market. I'm not saying it's not new, I'm just understanding the point. There's always been a low end CRM. There's always been a low end everything in the market, there's always been a five dollar a month version of CRM. It didn't stop Salesforce getting to almost 50 billion.
Harry
Right.
Tom
But to your point, Jason, if I can take a prompt out of one agent, put it to another, yeah, it's riskier.
Jason
Your point is it adds to the risk because that portability from the product, like, or even using the low end clone in CRM, but adding that enterprise grade having the prompt work just as well, that's very disruptive because then maybe I actually pay the same for the AI, but the core CRM, I pay $5 a seat instead of 300.
Tom
Well, and then the time to ship the feature to compete is much less. Go ahead, Rory. Sorry.
Rory
I'm going to take two extremes. I mean, to kind of encapsulate this price war comment is that subscription revenue enterprise software that's embedded with a whole bunch of integrations like Salesforce is almost immune to price wars. Even if the other shit's cheaper. You're like, I'm not going to rip it out, right? So there's some maybe mild price pressure, but they're indifferent. The other extreme I've got classic product dram. We don't remember, we don't talk what the DRAM was now, but commodity memory semiconductor chips, right, they glut and then they, they go short every 6 12, 18 months and your pricing spikes 5x and you're loyal to Samsung for 30 seconds and then you know, it's an embedded product, so the end user doesn't care. And six months later the prices have gone down to Tom's point, not kind of 10% decline, but a 50, 80% decline. And they're a commodity and someone's now buying them from Hynix or Microchip for, you know, one tenth of the price. Those are the two extremes. And we mentally always assume that most software products are, you know, Salesforce are a bit below it. Less, less sticky than Salesforce if it's lovable, but still in the sticky category if anything like that semiconductor DRAM product type commoditization took place. To say that would be ugly would be an understatement it would be terrifying, I mean beyond terrifying if GPUs became more like DRAM. It would not be pretty out there.
Tom
No. And it hinges on how easy is it for a mid market or an enterprise to switch. What abstraction layers can they impose as a business, you could imagine. Look at Iceberg within the data ecosystem, right? Snowflake captured compute and storage and then an open source technology came and made the large enterprises realize I want to control my own data and I want to store it. So Snowflake, I'm going to take this out of your business and I'm going to hold onto it and I'll selectively give you access to it. So Jason, what if you had a database of all those prompts and you fed them in selectively into different agents?
Jason
You can. Two thoughts. One is this tough. The fact that we have, we essentially have 12 AI agents running now at Saster, more than humans. Okay. And we have five sort of SDR BDRs running, okay. From different instances and different vendors. You know, I've been a Salesforce customer since the beginning, but now they've turned it almost into a database for us because we interact with the agents. We don't log into Salesforce, we don't talk to Salesforce, we talk to Agent Force or Qualified or Artisan. Some of what you're saying has already happened to us. That's why Salesforce has to win with Agent Force, because these agents are the most important part of the stack. It can lead to a lot of portability, portability of data, or even just portability of value. To me, that's what I'm learning. It's portability of value. Old school guys have to win the agent wars or the value just leaks out of their platforms. Even if the logos are retained, the value is just leaking slowly, leaking out every week.
Rory
Yes, they would be in the category of the thing you sell, the existing product you sell, or Salesforce is still wildly sticky, but nobody cares and all the extra money went elsewhere. So you just flatten out. And obviously your market cap reflects a 10% growth, not a 50% growth.
Jason
Yeah. But if you somehow you can monetize these agents. And that's interesting, you know, going to the deflation question, the other interesting thing, what I've learned from the GTM agents, right? I think there will be a price war coming, but right now there isn't. Right now they basically all cost 100 grand to start, but the cheapest entry price is like 50 to 70 grand plus like 25 grand of an FTE to get going. Right. A forward deployed engineer. So you're talking about 100 grand to get going. There's not, they're not rampantly discounting it for a lot of reasons. If that price war would become then like all of this massive AR growth we're seeing in these vendors would deflate rapidly. Right. Instead of being $100,000 product, they were a $2,000 product. It would be tough in venture.
Tom
Look, I don't think it's going to happen. I just think it's important to raise the question because I suspect maybe in one or two categories this does happen.
Rory
When you start to happen. It could happen in other areas more quickly. If it's going to show up, it's going to show up in core API pricing, it's going to show up in coding agents, it's going to show up in the lovable. That's where more likely.
Jason
But if you're out there charging $100,000 a year for your agent with super happy customers, this is Tom's point. They're great, it's working great, it's wonderful. But I can take that prompt and just a little bit of history, just a little bit of abstracted data and move it to a 10k a year tool. When things are a little less frothy and when AI budgets are a little more stable, moving that 100k or 200k to a $20,000 a year agent might be appealing.
Rory
I remember looking at churn in SaaS companies and the number one predictor of retention was the number of integrations. Because going back to your point, if it's easy to rip it out, you will rip it out. If it's cheaper and if it's hard to rip it out, you won't bother. So I agree. If you are just literally, I mean your concept of a database of prompts and you are interchangeable, then it's like, you're right, it's a big sign saying cut me now when you have to save 80 grand. But if you're integrated to five things and you're like, oh my God, we'll have to talk to it then screw it. But can I. I want to talk about. Totally different topic, but on the same topic, as it were. I want to come back to your therapy, Harry. Do you feel irrelevant? Right? And I think yes. Yeah. And I think there was a fun point in that because this is a company cursor, I think has had at least maybe three rounds this year and the first round was above a billion. I mean, I think One of the most noticeable things about this year, and I have a staff, is the number of companies doing multiple rounds. Obviously it's significant step ups in the same year.
Harry
Can I just touch on that? Ramp was 13 billion. Ramp 13 billion at the start of this year. Now it's 32. With the late latest round announced yesterday.
Rory
They'Ve seen four rounds this year. I looked it up. Ramsdale had four separate financings this year. To give a statistic on that, we look every year at the newly minted unicorns for that quarter because that's mentally the outer edge of where we place. I'm like, okay, what do we miss? And there was something like 20, 24 minted unicorns in Q1. By Q3, 15% of them already had a step up. And now with cursive, some of them had two. If you think about the velocity of step ups, that's almost. Normally you think your financing is 12 to 18 months. 15% of your companies within 6 months that you entered at a billion above a billion have already had a step up. To your point, it seems it's a high velocity, big numbers. And it looks like a remarkably easy game from this. I'm sure it's not. But you're right. You look there and you go, let me get this straight. You put in 100 million and a billion and you have a 15% chance of being worth 2 billion within six months. Why not do that for a living? I mean, I think that's what you're saying, Harry, effectively. Buy ramp in January 13th, sell ramp at 1326 in May.
Harry
I'm saying, is my insertion point fundamentally challenged? Because it is just so much easier. And you say, oh, it's not easier, Harry, it absolutely is with the brand.
Rory
It looks easier with the brand and.
Harry
The platform that we have access to a certain extent is easy. The core challenge for most respectfully, I could be doing 10 to $25 million checks into these high flyers like your Harveys of the world that we've discussed before at length, and we would be able to get them and I could get the step up. But no, I go back to the craftsmanship of seed and the building companies in the trenches with entrepreneurs. And I'm thinking, why the fuck do I do that?
Jason
Well, I'll tell you what's interesting. Watching Bessemer, who's wildly successful in cloud and B2B, right, for generations, just co lead the last ramp round. And you know, they did anthropic, what, a year ago? Right. And that's probably up 10x right, so they did 100 million or something into.
Harry
Anthropic canvas so late Byron, I love Byron but.
Jason
Well, Canva, I think my, this is my observation from afar. They did Canva in 2021 and then I think maybe they had a little bit of shock. They're like wow, maybe that's a great one. Maybe you overpaid. Now they're in the money on it. But then they did Anthropic which seemed expensive, we should look it up. And then going from that being conservative but wildly successful, then going to Anthropic, then going to ramp at 30 and saying, you know, the classic post, we're so excited to partner together now Bessemer must think that is a low risk investment. That's what I'm saying. This is a venture capital firm that's been around since the 1800s, right? Or something like the Ham, Bethlehem Steel or Bessemer Steel or something. They think ramp at 30 billion is the best play in the market. I don't know what theory thinks but it's to your point, right? This is not Tiger or Softbank rolling the dice. This is Bessemer saying ramp at 32 billion is a safe bet.
Harry
Kleiner and Mamoon doing anthropic at 180, another example.
Rory
I mean one of the interesting thing here is that a large number of the folks through these kind of rounds are not the late stage crossover people who to some extent got snookered in 2021, you know, have licked their wounds and crawled away. It's actually the great large early stage now multi stage firms who are going, looking at the same map we just landed in cursor and they're saying to himself to risk adjusted, is this just a great place to put my money? If you have the scale of capital to be relevant at that stage. Because you maybe can show up Harry, because you're a media celeb with your 25, but normally they want to talk to people with 100 plus if you have a fund that size so far it's been a very excellent place to put one's money. And many of the big, what we would have called early stage firms 10 or 15 years ago are doing it. You're right, it's Bessemers trying to lightspeed lead. I think the ramp round this stuff is working. I always used to say to my LPs the late stage business is either the best business in the world or the worst business in the world. And there's nothing you can do to determine which it is. When prices go up putting in 100 million and having it go to 200 million with no effort on your side, that feels as good as life is going to get. And obviously when prices go down, it ain't so much fun. See 2122 for details.
Harry
I think the secret to success in that business is just being a trader. I was walking the park with a multi billionaire today who is in this market and he is a trader. A ruthless trader. He buys at 60, sells at 180 in the same year. And it is absolutely a book that he manages. Not with the ride. Your winners hail this unicorn founder. It's fucking trading.
Tom
It's the new public market.
Rory
Yeah, guys, one huge fucking difference. Excuse my language. There's no liquidity to the downside. It is the new public market because these are companies that by any rational stretch could be public today. And how are you right? In public markets, some people have a trading strategy and some people have a holding strategy. But the key sentence you're missing is you can't execute a trading strategy if they're private because when things go wrong, the liquidity won't be. When things go right, you can, you can trade on your way up, but it'll be a lot harder to get out of one of these investments on the downside, because the liquidity will not be commensal to the public markets.
Harry
100%. But Roy, putting 25 into a. I'm just making up any chosen company at the start of this year, a ramp at 13 and then selling it at 32 now would not be difficult.
Rory
No, no, you're exactly on the way. Let me repeat, on the way up. The late stage business is the world's.
Harry
Best business, but most are on the way up. We have our YOLO segment, which you've taken the piss out of me before, Rory. They're all just riding freaking high.
Rory
But apparently you might want to turn on your ticker for the last 24, 48 or 36 hours. But yes, in general, stocks go up.
Jason
I did.
Harry
There's so much rad, Rory. There's so much rad duolingo. It's like. It's like Titanic. It's like, oh, it's all under the surface, you know. Totally get two elements worried slash concerned me this week. Well, there were several, to be honest. One was the thinking machines at 50 billion and the other was teal and softbank exiting Nvidia. And just like what it means for Are we top of the market? Both of them. Potential signs for top of the market. When you look at Those two unpack either of them? Both of them, but both kind of concerned me when I saw them.
Jason
The only thing I would note it from the media, Peter Thiel sold 100 million of Nvidia. What's the dude worth? This is like me selling, you know, a tenth of a bitcoin. I mean it's just not.
Rory
The estimate's been 1020. So you're right, it's sub 1% of his net worth. So I will say it's been my life experience that people rarely sell stocks because they think they're going to go up. So at some minor level in the 10 seconds it took to run that decision by the big guy, he said, yeah, you should sell that stock. But you're right, it's not like he's unloading when he was unloading his Facebook position. And again, I'll do the Nvidia one is that I don't think there's any data in softbank selling. They just need that. I mean, they're selling the profitable public company Nvidia to put that money in OpenAI. This is a guy ramping up his risk. I mean this is not a de risking. This is someone saying, you know, that profitable publicly traded chip company just isn't risky enough for me. I'm going to roll out of this one and into OpenAI. I mean, my comment is you might well be right on a market top, but it isn't because of those two data points.
Tom
The data points I'm paying attention to are in the credit market. So I'm looking at Oracle credit default swaps triple what Amazon and Microsoft and others are. I'm looking at even in consumers. You're looking at, here's a data point. Subprime borrowers in the past 60 days hit the highest delinquency rate on auto loans in recorded history. And then you have Blue Owl which has frozen redemptions for like one non traded BDC vehicle and it's moving it into another one.
Rory
Right.
Tom
And then you have the first brands default on private.
Harry
So can we just unpack those? You said about the Oracle credit default swaps. Can you help me understand what's going on there and why that's important?
Tom
Okay. Oracle has a big deal with OpenAI. Oracle needs to build lots of data centers. To build those data centers, they borrow money. Like a mortgage. They've borrowed money. And there's a thing called a credit default swap which you remember from the great financial crisis, which is the odds that Oracle defaults on its debt. They cannot pay their mortgage. Google And Microsoft and other major technology companies are at a certain level, which is basically the same rate as the federal government. And Oracle is three times that in the last three or four days. So the risk is still quite small. So the overall probability of an Oracle default is small. The magnitude of the move suggests a meaningful repricing of risk.
Rory
I totally agree and worth pointing out at the same time the entire value of the quote Oracle deal, remember we talked about it when the stock price 33% that it was crazy, that entire deal has been unwound. The market cap of the core company is actually below where it was when the deal was announced. And I think both that data point are saying the same thing, which is Oracle, you've just underwritten a risky piece of business so your equity's worth less and I'm going to have to reinsure your debt. All people at the margin are going, maybe I want to be one of the first, first people off this pain train and maybe I can ensure my risk, hedge my bets. That's the tell here.
Tom
And so is it this like big screaming flag? No, it's not. It's just a data point that people are starting, the market is starting to perceive an increasing amount of risk in some of these big contracts. And then you have the anthropic deals today from Microsoft and Nvidia with a 15 billion investment and the circularity questions and all those kinds of things. So there's just people are perceiving more and more risk as the capex for data centers goes from 500 billion a year to 800 billion a year or more.
Harry
Do you think there are any screaming flags from the last week?
Tom
I don't think so. I mean most of the hyperscalers GPU capacity is sold out for the next two years. They generate cash. The debt as a percentage of free cash flow is really small. The major red flags for me are customer concentration. Risk is higher than it's ever been. So Nvidia 2 customers for Nvidia represent more than 40% of revenues. 4% represent more than 50% of revenues. I went back and looked at the dot com era, the networking companies. Nvidia is 10 times more concentrated in terms of revenue than Lucent was. I think that's an issue. But most of Nvidia's customers are super cash flow positive. Google and Meta and others are spitting out cash and they can decide to stop at basically whatever point. So I think it's all okay. How does this merry go round stop? Like if the game of musical chairs were to collapse and everyone falls on their but in the seat, what happens? It's inference. Demand slows and if there's a hiccup, if Google says we built this amount of capacity and we can only fill 80%, if that happens, then you see.
Rory
Yeah, you're about to learn something about doing this podcast on Tuesdays that you might have internalized. But I'll tell you what it is. This thing comes out on Thursday and Nvidia reports on Wednesday night. So we've now been pontificating and one of two things is going to happen on Thursday when you listeners are listening to this, right? If Nvidia is steady as she goes and it's doing fine with a few little warnings, we will look like balanced and rational people. If they pull the pin to the downside, we will look like the last man on the Titanic here. Right? And it's terrifying because that's just the nature of the recording clock. But now to lash myself to that mast with you, Tom, I think you're right. And what you're not seeing is now I'm going to do something I hate doing. Just you're almost to some extent, I suppose, predicting something that by the time this is played, our listeners will know. What you're not seeing is mass collapse of demand or anything like that. You're seeing really strong demand. All the hyperscalers are saying we want to buy more, we want to build more, we want to invest more. The stuff is at the margins, the negatives are at the margins, which are the over levered people trying to do this. People are correctly worried about their debt, the people who have bought the balance sheet and the need for these products. On the other hand, the Microsoft's and Google's people aren't worried at all. And in the middle you have Meta where it's like you can afford it, but why are you doing this, dude? So you internalize that. I doubt Nvidia are going to get on the call tomorrow and say the man's gone down, so all should be fine for a while. It's to your point. Now over the medium term, people are going, the debt that some of these folks are taking on like the blue owls, like the oracles, that's just a risky bet if things turn down.
Tom
And I think we're at a point where if there's some wobble, the magnitude of the correction will be fast and brutal. Everyone knows we're kind of like the tachometer is at a red line. Like we are going as fast as we possibly can. In fact, we're going so fast that we are, as an economy, really uncomfortable with it. Like, I was reading a macro hedge funds tweet last night, and he's talking about how because of the big companies borrowing lots of money, they're paying less tax revenues to the U.S. government. And those tax revenues are so significant that it actually will increase the national debt. Right? Like, this is where we are. We are going like a thousand miles an hour on a car that's designed to go 999. And so the whole thing is shaking.
Rory
I totally agree. I mean, the fact that people argue about the depreciation schedules on GPUs and the answer to that question can move the entire US Stock market is beyond bizarre. But you're right. We are where we are. We're making this bet. And even a mile slowdown would be painful. My theory, the random comment, is because no one can get the power to do these, we actually might be saved from ourselves. If no one has to say, there's no inference demand, and everyone just says, well, I would love to build that extra 10 data centers, but we just can't get the power. So we'll just gradually slow down the ramp. Maybe it'll kind of just slow a little bit less ostentatiously. Then if someone gets on a conference call and says, we built another brand new spank and data center, we turned it on and nobody came. Because that's the moment, as Tom said, when you go, hmm, maybe the other 20 we have in the works ain't gonna be worth much either. Maybe our inability to connect power will save ourselves from overcapacity. And that's my upside case, people.
Harry
What do you think the chances that we actually just continue smooth sailing into the sunset and that we don't hit a air pocket? A challenge for the next three to four years? What if we're overestimating zero?
Rory
Maybe 10%? 20%? I'll be more.
Harry
Yeah.
Jason
Jason, I think the past moves so much more slowly than the present in B2B. But if we go back on our history of SaaS, which we all can do, we had a lot of minor bumps on the way to the peaks.
Rory
Okay?
Jason
We had. We had a meltdown in 2016. We've all forgotten, I think, where SAS fell like 30% or 40% in two weeks. It was right during Sasser Annual. Right? So if you go back and you kind of squint on those charts, you'll see massive corrections that then we fully rebounded to right until 2022. So why wouldn't we have micro massive corrections like on the way to us all living in a data center, which I think we all are. I think data centers are the new cities we're building. More data centers and offices, I think. But why, why shouldn't we have 30 or 40% corrections along the way? We should, we should.
Rory
There.
Jason
How could there be no bumps, right? Maybe Oracle can't get its debt refinance. Maybe those core of contracts aren't quite what we hoped, right? Maybe it's something small. Maybe Nebus just has a bump and it creates a contagion in the market. Or Microsoft has some issue. I mean why, why, why should we not expect 3 to 4 little, little 30 to 40% drops? We've seen it before in our life investing lifetimes.
Tom
I'm trying to imagine what a house would look like with a white GPU fence.
Rory
A white GPU fence.
Jason
Oh my God. That's the day.
Rory
The new American dream. I love a white GPU fence. That's right, with a made in Taiwan sign on it. How much more American can you get?
Jason
It is coming. There'll be more agents in this country than humans soon enough.
Tom
Oh yeah.
Jason
No, for real. It's going to fundamentally change our lives. So that's the part we're missing when there's more agents than humans.
Rory
Linking it back to Tomas comment, though unfortunately what they don't do is pay their car loans. This is back to the comment on where the wider economy is. But just one comment on that crash comment, Jason. And I remember 2016 and I even saw a tweet that showed the NASDAQ since 1981 and they were saying, hey, it's all fine. And they did a little pointer to the 2001, 2002 crash and saying, look, in the scheme of things it's nothing because the line go up and to the right and they're entirely correct. But someone tweeted back and said, yes, but it took 16 years to get back to Paris. And the longer your time horizon, the more indifferent you can be. But if you find yourself the wrong side of what was in 2001, a 70, 80% correction, I think plus to that in the Nasdaq, it can hurt for a long time. So my kind of public service announcement is if you find yourself feeling pretty nauseous about the de minimis crash you've lived through in the last week. So 4 to 5% down, maybe 20% in the second sink socks, you should just look long and hard at your asset allocation and, and maybe put a little more in cash I'm doing that. I got a little scared and I was like, Rory, what are you doing here?
Jason
No, when you're scared, you seriously don't look. This is the best. If you've been around for a little while, you have to learn. If you're scared, don't look. That's the only thing you should do, don't look. It's the best advice.
Harry
If you're scared, don't look. That is the theme of this YC's batch. I can tell you this week, I'm being serious. I mean, I've never seen such exuberance around a batch. I'm getting emails, they're always the best batch ever.
Jason
Harry, that's the obligatory tweet.
Harry
You have to say, we've raised the five million dollar round and now we've opened up the next note. For the next note. On the note of the note, I cannot tell you the exuberance there is. And they're good companies, but holy shit, the fear of public markets and impending doom. Oh, it has not reached early stage, baby. 50 million posts standard. Are you seeing the same? Are you nervous like me? I'm like, guys, I don't want to wing. Also a question for you, advice. I feel like, it's like you're so lucky to have a meeting with me and I'll determine if I should ever take your money. Harry. And I'm like, I haven't even met you. Am I being too romantic?
Rory
The thing is this. When money is scarce, conditions toughen up and frankly, VCs get pretty hard nosed about allocating the capital. You gotta expect that when money is plentiful, entrepreneurs behave the same way. So some part of what you're describing is legit. Now, the test of character is how you behave and how you act interpersonally in those times, you know, when money is scarce. I think as a vc you have to allocate capital carefully, but you don't have to be a dick. And in the same way, you're right. You see some behaviors now where it's almost like an interview to an interview. You're like, okay, I get what you're doing and you have the hot company, but knife is law. I think the best way to approach this is try and be a human being. Most of the time, you know, either as an entrepreneur or a vc and recognize it's a massive multi period game. But at the same time, you can't deny that the market is the market. And right now that market is wildly pro entrepreneur and railing against that. Howie, are Being romantic about that. It's a waste of time.
Tom
Okay, so I have a question. What are the odds you think the US venture capital market hits half a trillion by 2030 in size?
Harry
What's it now?
Tom
So when I started in 2008, it was about 8 billion. In 21, it hit about 300. And today it's about 270. 275. 100 chance, 100 chance.
Jason
Maybe more than 100. What's north of 100 again?
Tom
Okay, so if that's the case, I'll.
Jason
Tell you why, but keep going. Yeah.
Tom
Okay, so let's assume that's the case. Then venture capital, or the cost of venture capital continues to decrease, which means valuations continue to increase, which means capital increasingly commoditizes.
Rory
Put it this way, you would be correct, Tom, on the data that you put forth. I'm going to add one more data point that you missed. What was your first year? 2000. How much was in the business? What did you say? What was Your first number? 28. 8. What you missed was in 1999, four years beforehand, there was $100 billion in the same system. So it went from 100 billion to 8, basically. Since then it's been an upward line. I remember I was in the business from 94 on. I remember in 2000, you literally could delete 75 to 80% of your address book because you're never going to see them again. They're just VCs who are gone. So if you extrapolate the line, you get to 500 billion. You're exactly right. If you allow for a call, maybe you don't.
Jason
Well, but here's the thing. If I'm. It depends on. I'm just looking at Excel's global scape they published this week. They had a nice chart. Tomas always has the better data. But they said this year they're estimated 184 billion in venture capital invested this year by their definition.
Rory
Okay.
Jason
The peak was 2021 of 183 billion. So one more billion this year. Okay, but half of the 184 billion is into four companies. So is that venture capital? If that's venture capital and AI grows at anything like the rate we've discussed, of course it will double maybe 110%, 95%, but only 74% went into the ratio rest, which is half of 2021 and consistent with 2020. So it could be that YC is overloaded and these four to five names are overloaded. But the, the rest the money says it's not, it's not overloaded, it's not easier.
Tom
Yeah, it's money from the public market that is fighting its way to those shares irrespective of the venue. That's what you're saying.
Jason
So we have this bimodal market where YC and maybe Neo and a few others have huge benefits and they've earned it, right? And then the massive names have earned it. And then we've got 900 unicorns that are never going to IPO. Poor guys, we have nine, we all have one or two in our portfolio that are at nine figures in revenue that are still growing and will never ipo. And there is no PE buyer for them. I think we really have to define what venture capital is to fully answer your question. But if you include anthropic and OpenAI and xai, it's got a double, right? Base X, it's got a double ramp, doesn't even make the list. Poor guys at 32 billion, maybe they'll get there. They're just, they're only consuming a few billion. It's not enough.
Tom
And so what we're basically talking about is a huge concentration of those dollars at the very, very late stage. I mean these seed rounds of a.
Rory
Billion at 5 pre, absolutely none of it matters. What it means is to be clear. And Thomas, that was actually a helpful intervention because it made me realize something clear. The answer to the question will the industry double in the next two years? You hinted at it earlier on when you said it's a function of if the return is there, then it will double because money chases returns. That's the first statement, right? If the returns continue really good, more money will come in until eventually the money kills the returns. That's the way the movie works. So the question is, will the industry double can be reduced to a simpler question, will the returns be good? And then the aha that you guys just gave me, the two of you, is the interesting thing to a rounding error. That question really resolves itself to will the four or five companies that constitute 40% non diversified of that industry be good? If OpenAI, anthropic and all, yields the return that everyone obviously hopes they do, then already you've taken half the risk off the table. Everything else does. Roughly okay. Even if some of the old stuff doesn't work out, a lot of the old stuff doesn't work out. The 40 billion in OpenAI from a pooled return perspective can swamp 40 separate unicorns entirely. Poof, gone. So basically you could be right. If the concentration works, it's all going to be fine and the industry will keep on chugging if the concentration doesn't work. Yeah.
Tom
So what you're saying is if OpenAI trades up at IPO, it's roses for everybody.
Rory
More anthropic than OpenAI, but those kind of things. Remember SpaceX too, which is worth 3,400 billion. It definitely helps a lot.
Harry
The way that I always see that actually is in meeting LPs because of the amount of LPs that are sitting there with positions in Stripe and SpaceX and the names that we mentioned. And I think you forget the downstream multiplier recipients of all of these big names to literally dentists in SPV is now in a lot of them. And poor dentists we always use, but it's just the thousands and thousands and thousands.
Rory
It's back to what Thomas said earlier. This is where we find ourselves. Who knew? But this is it. The bet is on. And the bet is single, singular and utterly correlated.
Jason
Why do dentists have so much time, by the way? It seems like they finish work at 5 and they just go home and figure out how to invest their cash. I've never seen a group outside of tech more obsessed with tech investing than dentists.
Rory
It's because they have a non insurance governed market. It's a cash pay market. Dentistry is a good business because you get your crown done and you pay cold hard cash. They don't have to deal much with insurers, they just make good money. If you go to your dentist, they're all good businessmen. They have 10 chairs running, they have 10 hygienists. You get five minutes with your dentist, he charges you a ton. It's a great business.
Jason
I try to avoid dinner parties, but my biggest fear, I go to one, I'm sitting next to a dentist, not because I don't want to talk about his or her business, I don't want to talk about tech. Can you get me into Tomasz latest deal? Can Harry. Can Harry get me into Perplexity? Can you ask Harry if I could get into Perplexity with the dentist? Oh my God, Rory.
Harry
After all these weeks of Harvey and Lagora and me chatting about solve, you go and do a deal in legal tech, baby. GCAI raised from scale out of 550 post money. Well, weren't that price sensitive, were we, Rory? What are the top lessons then, Rory, from leading this round? I'm really interested given that we've talked a lot about.
Jason
AI.
Rory
Sure. And look, I'll say something I didn't Expect to lead this deal. We were doing references on another company in the broadly the same space and we just got customer love for this product. It's just that simple. We just got customers saying, I really like this. Again, I don't like making this show about our own deals because I think people respect the fact that, oh, I'm not trying to talk our own books. So we'll keep it tight. The name says it all. It's gcai, it's AI for the in house legal team, which is different than AI for corporate law. We talked to customers on a related space. They all knew gcir, they all liked it. The adoption was huge. The barriers to adoption were low. It really dealt with what the GC does in their daily business. So that's how we got to the company and was like just great references. We like the team and the traction. I mean more complex than that. The company's growing really fast, barely able to spend the money they raised. So you're in it. It's profitable and growing very quickly.
Harry
How did you get comfortable with future financing partners given everyone is out of market, being an investor in Harvey or Ligura because they were in touch.
Rory
Yeah, so we do see the slightly different market. But the more important point is that a company is wildly cash efficient. They haven't spent their last round. I mean we have a very elegant distribution strategy. So I don't think we're looking at a whole bunch of huge raises. I mean, one of the key issues, stepping back, making it less about the deal. One of the things we are thinking about as you're leaning in a little on price in some of these companies, I want to at least pay attention to burn. What you don't want to be is a high price, big burn deal. So I find very attractive. And some of our recent deals, actually two of the most recent three deals have all been hovering around cash flow positive despite trying to invest more because the organic demand has been such that, you know, you've been able to sell enough to frankly fail to invest ahead of revenue. And I think if you do have a downturn, I think that's a nice place to be. Right. A little more demand led, a little more PLG led and a little less massively expensive.
Harry
And you weren't concerned about the king making.
Rory
I think that I do buy the idea of leaders, first of all that can become the leader in the industry and that's a big advantage. Going back to what we said earlier about durability of lead, I even do buy the fact that money can be important, especially in big burn deals. I do buy some kind of employer level king making if you're seen to be a hot venture firm in the Valley, but step back in the wider US I don't buy this idea that because X company got money from YVC that the average corporate buyer cares all that much. They want to solve their problem. So I'm not a believer in king making being dispositive when you have great execution and great customer. I think the customers decided we're in a capitalist economy. And definition of a capitalist economy is the customers decide whom they choose to do business with. And on average customers are rational. They're going to look and they're not going to say oh this software is crap. But Sequoia invested, I'll buy that. They're going to say which software do I like? That's how capitalism is meant to work, Harry, in case you're unclear.
Harry
Okay, so Stripe does tender all time high of 41 bucks. Love your thoughts.
Tom
Yeah, I mean we have a new public market. This is wild for me, right. Like I went back and looked at Microsoft needed like 50 million in trailing revenue and six quarters of profitability to go public. Right. And the cost to take a company public was a couple million bucks to do a late stage financing. I mean what is the legal cost? Where you know, what is this? What is legal cost in like a series D? Like a million bucks.
Rory
Probably less on a D. But actually I think once you get into the employee selling it gets a lot higher because you have a lot more transaction costs.
Tom
So let's call it a million. Okay. What is the average cost to take a company public in the US according to. I think it's KPMG. The transaction costs.
Rory
Well, it's 7%. It's 6 to 7% of the raise and the raises are now 200, 300 million.
Tom
So yeah, it's 25, 25 to 30 million bucks transaction costs. And so there's just no like why in the world would you pay that amount of money to raise a round of capital? Why? I mean it's like getting a million dollar mortgage and having to pay 150,000 in legal fees.
Rory
The only reason you would, Thomas, is the point you made earlier is if the capital you get is cheaper than the capital you get private and as you pointed out, in fact it's not.
Tom
No, because now there's Illiquidity premium. Right? There used to be. I remember when I joined the venture business, I was taught about the Illiquidity discount Private companies should trade at a discount relative to publics.
Jason
It was always, you were taught it was 20 to 30% to the public multiples. That's the discount. It should be for late stage.
Tom
Right. And now. Now there is an access premium. Harry mentioned this and so have we completely inverted. Is the Access Premium now 20 to 30% above public?
Rory
It probably is. So for the company's perspective, it's a cheaper cost of capital with a lower transaction cost. Yeah. Why wouldn't I do that? And then.
Tom
And then the ongoing service of that financing round is significantly less burdensome to the business because quarterly earnings and all that kind of stuff. And so you really only have to go public if you need to raise a quantum of capital that is so massive that the privates cannot support it in some form or another.
Harry
Do you think that even is a blocker? Why would you not be able to raise billions privately? OpenAI are proving that you can.
Tom
I guess you're right. I guess they could raise in the privates.
Harry
And we have a liquidity mechanism now where you can trade in and out not quite as efficiently, but still pretty efficiently.
Tom
Right. And it's a form of regulatory arbitrage. Right. If you think about it that way, it's a whole lot easier.
Harry
So the reason that you would actually go public maybe is bluntly because you need dumb retail investors to supply you with cash.
Tom
Is the capital market of last resort.
Rory
I think. I love the access premium thing. I think there's a small number of companies who, even at super scale, have this desirability and cachet such that they can continue to raise in the private markets. Right. You know, I think stripe's a good example of that. Obviously the AI models, I don't think it's true for most companies. I think let's technically just went public or. Come on, Rory. The service titan went public this year or maybe late last year. Right. Great cloud companies. But they're not going to raise 10 more private rounds because it's not wildly sexy. They're both just perfectly good businesses. So they didn't have access to this. I love the expression access privilege, access premium private capital they couldn't get done. You wouldn't be able to do two, $300 million employee liquidity for a company like that. It's just not desired enough to bring it back to Jason's comment, Your dentist doesn't get excited about being in Service Titan Private. So ultimately they had to go public because that was the lowest cost of capital available to them. And that is going to be true for most companies there will be this small number of high taste, high premium, Silicon Valley beloved companies that can push it off a lot longer. The only time stripe will go public, and we said this on a call before, is when the capital available within the private markets is too expensive.
Tom
Okay, but. Okay, so let me make the case why I disagree with that and I don't know if I believe this, but let me straw man it for a second, which is retail has had no access to venture for the last 15 years. It's been in technology basically where you want to be. And so now with upcoming changes in regulation, I can take my 401k, put it into an ETF, ETF goes into a fund of funds, fund of funds invest in venture capital. And as a result of that flood of retail capital, those dollars need to go someplace. Well, they'll probably end up going into the businesses that you're right are not the top, like the Pareto Optimum, 80% of secondary dollars where the market is effectively liquid. But those retail dollars are effectively going there and they're still probably cheaper than the public market dollars.
Rory
That's a fair counter and it's true. Provided the capital keeps coming in because it perceives the returns to be high, more and more people will be able to stay private again. The reason that capitalism has bankruptcy and downturns and pain and suffering and wipeouts is to stop the extrapolation to infinity. And until that happens, it's not going to stop. You're exactly right. If returns go monotonically up for another five years in venture, more and more money will come in and all it will ensure is that when they do in fact go down, they'll just go down further.
Harry
Do you think the supply of cash is dependent on the returns? I was with Hemant from GC. I was with one of the great investors from CO2 and they were saying the opening of retail is the next frontier of the supply of our business. Do you think the opening of retail is predicated on great returns actually? Or are we just going to see it open over the next few years regardless?
Rory
I think in the end when people lose money, they figure it out. They may take longer, they may be last the party. In the end, the only thing that matters is returns. The only question is how long does in the end take. We're in an industry which has very long reaction cycles. You put in the money, you don't get signal for five years, you don't figure it out for seven. The Runway at which things can continue is very long.
Harry
But we could see the opening of retail much quicker than the Runway happening. And we've got CO2 with $3 billion now in retail funds. And we're seeing GC be very aggressive in opening up retail funds that could come in the next 24 to 36 months, whereas that evolution of poor returns could be a five to seven year lag.
Tom
You mean there's a mismatch between assets and liability? I mean how many times have we learned this lesson? But I think you're totally, I mean you look at Blackstone's real estate investment trust, they rent, I mean huge retail, I think 21 billion, huge flood and then all kinds of redemptions issues associated with that. So I agree with you, Harry. I think there's a tsunami of retail capital that's coming into venture, which is another reason to believe why the asset class, broadly defined, will hit half a trillion before the end of the decade. Because they were liquid assets, they're not marked to market very often. The hottest ones, sure it sounds like they're marked to market every four months, but the ones that the 2021 marks on the unicorns, they won't be marked to market 12 to 18 months, maybe longer.
Harry
Tom, should we do a $10 billion retail growth fund?
Tom
Let's do it.
Jason
Only fees, only fees required. Only fees required on the, on this fund, you keep like you guys keep the carry. We want you to make money. We'll just take 5% a year in fees.
Tom
Yeah, we just want finders fees.
Jason
That's enough. We want you to capture all the upside.
Rory
I will say one hard nosed thing. This is all great until you've had to go in a room and look people in the eye and say you've lost the money. Right? When I did my own business when I was 21 and it didn't work out and at 26 I had to shut it down. I had to go into a room and say to people, all your money's gone. All these folks, we're talking all this great game. But there'll be a miserable part of this when you've taken these big funds and it was fun and you put all the money out and then you realize you've locked in a whole bunch of retail investors to a subpar return for a decade. And that will not be fun. Just remember that. Hold that thought for five years from now.
Harry
I'm not going to let you read the kids a bedtime story. Thanks for ruining that party, grandpa.
Rory
Yeah, fucking hell.
Harry
We were talking about 5% fees on 10 billion and you come in with like, you got to come in and, you know, throw water on the fire.
Rory
You're going to have to have an annual meeting for 10 years and explain to them why you've made a ton of money and they've lost.
Harry
That's why Jason doesn't have an agm.
Rory
You don't.
Harry
You don't do that. Meeting. Right, team, before we do a quick fire, are there any final topics that we need to discuss that I've missed?
Jason
You know, just one. Since we have Tom here. I just wrote it up today on Saster. You know, we're not ending the year with a great IPO market. We're not. We start when we started this show, 30 something shows together, IPOs were just coming back and it looked like 20, 25 would be a pretty good year. Now, in some senses it's a good year, right? But we're well off our peaks and the number of deals is not what we thought. StubHub is a mess. We have some deals that are a mess. Navon's a mess. Even though it's a great company, we're ending the year with an IPO whimper. It's kind of a bummer. Despite, you know, cursor hitting 30 billion in 22 months. It's kind of a bummer.
Tom
Yeah. I think, I think the lens may be outdated. And so what I mean by that is I think so. Secondaries have exploded. Absolutely exploded. So private equity. You look at private equity, total fraction of dollars in secondaries is a fraction of the asset classes, about 25%. Historically, venture's been about 2 to 3. Now we're kind of like 10 to 12. And so liquidity dollars. Maybe another way of defining it is the total value of liquidity dollars irrespective of liquidation Channel M and A IPO secondary. That's the stat that I'd want to see. And I bet that we're up meaningfully on it because just to the conversation that we've had this, you know, nobody wants to go. Wants to go. Why would you go public? And so yes, IPOs will remain a very slow way and probably a decreasing as like total share and count and dollars, except for when OpenAI goes public, will likely remain the less attractive liquidation option.
Jason
You really believe that? Are we just deferring these EIPOs? You believe they'll never come for the top 50 names. They'll literally never go public.
Tom
I mean, why, what are you getting?
Jason
You just may exhaust the capital if you fall a little bit out of the top 30. Just, just a degree out of the top 30. Right, right.
Tom
But you know, okay, so Goldman bought Industry Ventures. Right. Leading secondary fund. Paid the highest multiple I think ever for an asset manager.
Rory
Why?
Tom
Because a lot of retail dollars coming, they need to go into the private asset class. What's the best way of doing it? Secondaries. And so I think there will be a mid market secondaries market for not names one through 20, but names two through 200. And you made the point, Jason, before 900 unicorns, they're never going public. No, but people will need liquidity in some form.
Jason
But there's no liquidity for them, my friend.
Tom
But there's some market clearing price for that secondary.
Rory
I agree that. I think you're right on that part, Tom. I disagree on the IPOs. But. But I think you're right. The 900 unicorns have to go to someone that work north of zero and south of $2 trillion. And somewhere between those two numbers there's a buck to be made. And you're right, someone's going to have to deal with the problem of cleaning up 900 companies and maybe turning them into 30 great companies merged up or acquired.
Tom
Right. That's a buy off business. There's a buy off business.
Rory
Some kind of restructuring business. I'm not sure I do agree with you though on the. I think in the end the big exits will ipo. And we're in the business of the big exits. I don't believe long term. I mean the top 30 names prove me a liar today. But I think over the medium term the IPO window has to reopen for the Mac to work overall and it just has to become more relatively attractive. You are right. The direct cost to the company of an IPO is higher than the direct cost of the company of a private round. But if you look at it from a systems perspective, the private capital has 2 and 20 fee drag and the public's has almost 60 bips fee dragon. So from a societal perspective there's no doubt in my mind that assets being managed privately have a far higher aggregate costs between cost to the issuer and cost to the investor than public assets.
Tom
Yeah, but. So I think that changes, I think the fee structure changes on these extremely late retail products.
Rory
Then you could be right.
Tom
Look at SPV fees, they're not 2 and 20.
Rory
That's fair.
Tom
The fees are significantly less. There's significantly less.
Rory
So those late stage guys, the good news is your business is going to double. And the bad news is you're working for 1 in 15.
Tom
Right. So I was looking at PE funds, right? You can look at PE funds, the publicly traded ones, and you can see like the average fee load is something like 65 to 75 bips. And so at some point you'll see late stage funds and venture capital. They'll have to approach that because they need to be competitive. And so then, then I think the math can work. But I don't know. I mean, you know, we're all just pontificate.
Harry
Let's delete that. We don't want to talk about reduction in fees. Come on, we just said about a 10 billion dollar fun. You want to do 65 pips? I'm not.
Rory
Come on.
Harry
You think Jason's getting out of bed for 65?
Tom
No, we're crafts people here. We're crafts people. We're making artesian water, remember?
Jason
Exactly.
Rory
We're making our table. They're writing 200 million dollar checks. So even 65 bips is plenty of money to monitor one deal. They'll be fine.
Harry
Dude, Jason needs to buy a place in Yellowstone. 65 bips ain't it? Come on, we've heard about it enough.
Jason
Country club material goods starting to shed them. But, But Tom, you think there'll be a perpetual secondary market, like infinite secondary market for. For top names? Because that would be very disrupt like that. We can't prove that yet. Right. But that would be utterly disruptive to venture as we know it. If secondaries go forever, it feels like it's true of Space X at least, right? No one's expecting an IPO there ever, are they?
Tom
No. So I, you know, I think so. PE works. You buy and hold for three to five years. You package it up for the next person in the value chain.
Rory
Right?
Tom
That's how it works. 10 million EBITDA company. I get it to 25 as a result of acquisition and operations. I hold it for three to five years and I sell it to the next guy. And I think venture moves in this direction, except for a handful of very, very large funds.
Rory
If that's true, then ventures failed. Because if you look at the point of ventures, if you look at the top 10 companies by market cap in the U.S. you know, nine of them are venture backed. Those companies don't get PE packaged around. PE makes a lot of money moving mid market shit up and down the value chain. And nothing is amazing, but everything is good. We're in the business of lots of things being utterly crap, Some things being okay, but a few things being amazing. And the amazing sick moves everything else.
Tom
Okay, so Rory, right? You find Your nth fund returner, you find your nth decacorn. I don't know how many you have, but I'm sure you have many. And you know that it will take 15 years to get the liquidity. And so what you do is you decide, you know what? I'll sell a quarter of the position three rounds later, and then I'll sell a little bit more in the next round, and then I'll sell a little bit more in the next round and I'll dollar cost my way out of this business. It may not look exactly like PE because it's not a full ownership sale.
Rory
That's fair. Yes, I do buy that. It's not a PE sale. Basically, what you're saying is in this pretend public market that's still private, I act exactly as I would have in the public markets. I just do it at a different transaction cost to a different set of buyers. Yes, I buy.
Tom
That's right. I think that's what's happening. And unless the cost to go public and the premium that the public market is willing to pay, the trend is inexorable and the number of publicly traded companies will dwindle as PE picks them off. I think in 22, I calculated PE had taken private 12% of all publicly traded software companies in a year.
Rory
That was 22. Yes, they hoovered up.
Tom
And so if that continues to be the case and we only have eight IPOs. I mean, there's, you know, the number of publicly traded software companies, they're. They're a dying breed.
Jason
So IPOs will be for the A minus. They'll be for names. 50 through 150 very, very good companies. 500 million growing 50%. But that can't do. Quarterly tender offers of billions a year. It'll be for the B tier.
Tom
Well, it kind of depends on how big the retail flow is in the secondary market. It may be for companies like 200 to 500.
Rory
That'd be a gift.
Jason
Yeah, that would be thumbs up.
Tom
But there are a lot of pieces coming into place where the probability is increasing.
Rory
I do agree with that. I think every part of the trend is in your favor. To prove you right in this assertion, I think the unknown is how people's response will be to a remember to a significant downmark which we haven't seen since, you know, meaningfully since 08 09. And in tech, really not since 2000 to 2002. So the two things were a meaningful down market where you're not able to trade the stocks because there's no liquidity, private. We'll see how that impacts the trend, but until then, I think you're right. I think the trend is clearly going this way.
Harry
Okay, team, we're going to do a quick fire.
Rory
He loves his Kalshi. Tom. It's a pain in the butt, but you got to deal with it.
Tom
No, I love Kalshi. It's awesome. It's another new stock market.
Harry
Thank you. Optimism. Optimism. Rory, see that?
Rory
We love Kalshi.
Harry
Thank you. Would you rather invest in cognition at 12 billion or cursor at 29 billion?
Tom
Cursor.
Harry
Jason.
Jason
Yeah. I don't mean to make. I usually go the cheap one, but the numbers are just God stopping with cursor. You got it. You got to go there it.
Harry
All right. Harvey at 8 billion or Lagora 2 billion.
Tom
I'll go. Go Lagora. And that's not. Knowing very little about the business is just entry price.
Jason
I'm second in it. I'm not yet. Listen, I'm only so smart. I don't see the $30 billion exit in the category yet. But it may be ignorance.
Tom
It may.
Jason
I believe in the aigc. I believe in that model. I met. I met her at the seed round. I think it's a great investment. Rory did. But I don't see the $30 billion exit to justify Harvey yet. But it may be my ex. Ignorance. Like, if I had the numbers in front of me, I might say, I'll do it at 12. But I got to go Lagora just for math. I'm back in Tom on this one.
Rory
Oh, my God, we're in sync again. Entry price counts on this one.
Jason
Funny, because sometimes it's.
Rory
Interesting point. Yeah, you're right, because we didn't do entry price counts on cursor. Entry price counts when TAM is unclear. Winning is the only thing that counts when TAM is huge. So I think our two choices have been rational.
Harry
Love that. Give me a quarter for when OpenAI will go public.
Rory
That's not on the list. Wow.
Harry
Think on your feet.
Tom
Q3. 26.
Rory
Yeah, I mean, Q3 or Q4. 26 stated. Next year hasn't started yet. It's already end of the year. You'd want to be going into leaning into 27. That was a very good call.
Tom
Yeah.
Rory
Sorry. We're wildly in sync again.
Jason
I think that's a good idea. I think Sam will come up with so much alternative financing, it'll slip into mid 27, but I think that's the straw man. Today would be my guess. Like that's the plan. But there'll be so many other sources of. Maybe the government will guarantee it. Who knows who will guarantee the money. But I think it's going to get. That's going to be the straw man. But it'll get pushed to 27.
Rory
To be fair, we do now know from intel that the price of a government guarantee is 10% of the fully diluted common stock. So for $50 billion, I'll gladly guarantee open air myself. So that's been a price. That's a price call here.
Jason
But if you could, if you could guarantee infinite compute, it might be a good deal.
Rory
It might be a good deal. Okay.
Jason
It's not like Sam's seen a lot of dilution. I mean, if I were running OpenAI, I would not be dilution sensitive. If I had no shares.
Rory
No, exactly.
Jason
I would be growth sensitive. I would raise as much money as possible. If either I had a full anti dilute or no shares, I would raise everything.
Rory
Funny thing you should say that because, you know, we've talked a bit about this in the past and I meant to say it at the time, but there's always something terrifying about someone who's in charge of a company who's just not not money motivated or incentive. And you're right, it is kind of bizarre. I always have this reassuring feeling when I realize my CEOs are motivated by dilution and money. Because then you know where the buttons are. It must be weird to be on a board with someone where you're like, what are your buttons?
Tom
Because you're right, it's.
Rory
They're not dilution. It's therefore world domination. And that's just kind of weird.
Jason
I had one co in the beginning of my career. I worked with. He had negotiated full anti dilution as CEO through the ipo. He was re upped in every single grant, every single everything. He was guaranteed his 7% through IPO.
Rory
Oh wow.
Jason
He was a good guy. But it did actually change a lot of motivations. He was an outside CEO that came into a cluster frack. Okay. And that was his condition. He's like, I don't know how much capital this is going to take to fix this is not cursor. It's a real business. But I'm not, I'm not going to take that risk if you want me because I can't predict what it's going to take to write the ship. He did write the ship. He did take the company public. It'll be nameless. But it did create a different set.
Harry
Of incentives Listen, team, I'm excited for us to be partners in the, in the growth fund. It's going to be a very profitable journey that we have together transition from our normal early stage. Tom, you're going to have to Let the theory LPs know that slight strategy shift.
Rory
I know we were said we were artisans but we decided that volume was the way to go.
Harry
Yeah, it's just so hard. You know, Jason told me Seed was for suckers and I was like, okay, yeah, we're making T shirts by the way. We've got T shirts being made. Jason's face. Seed is for suckers.
Jason
It's brilliant.
Harry
It's great.
Jason
Don't have to go to board meetings, you don't have to add any value. You just write the check and send some tweets and get the step up.
Harry
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Guests: Rory, Jason, Tom Tunguz
Host: Harry Stebbings
This episode dives deep into the hyper-charged state of venture capital, exploding AI valuations (particularly Cursor’s $2.3B raise at a $29.3B valuation), and the fundamental shifts in how software, capital, and liquidity flows are transforming the industry. The trio—Rory, Jason, and Tom Tunguz—bring wit, data, and skepticism to big questions: Is a trillion-dollar venture market likely? How durable are today’s AI advantages? Is public-market IPO liquidity a relic? What does retail capital’s “opening up” mean? And how do legendary investors read today’s “top-of-the-market” vibes?
Cursor just raised $2.3B at $29.3B post, with the who’s who of venture participating.
TAM Calculation and “AI Coding” Productivity:
Competitive Risks:
“Entry price counts when TAM is unclear. Winning is the only thing that counts when TAM is huge.”
— Rory (76:08)
Gross Margin Questions:
Moats and Switching Costs:
Risk of Price Wars:
"As the models improve, people switch. But as improvements start to asymptote, I'll stay where I am... Switching diminishes."
— Tom (12:44)
Predicting Market Share:
Market Settling and Inertia:
“I think we’re at a place where agentic coding is no longer on this extremely steep improvement path… So people will stay where they are.”
— Tom (14:16)
Late-Stage Venture is Hyper-Accelerated, Possibly “Easier” Money:
Venture Traders, Not Just Holders:
Will Venture Hit $500B or $1Tn by 2030? What Drives It?
Concentration:
Retail Capital Flood:
“If OpenAI trades up at IPO, it’s roses for everybody.”
— Tom (54:16)
Are IPOs Going Extinct?
The New Liquidity:
Will the Big Exits Eventually IPO?
| Timestamp | Speaker | Quote | |---|---|---| | 05:08 | Tom | “Product market fit for agentic coding is probably the best of any use case aside from search.” | | 06:26 | Jason | “This is just default and necessary—the way we code now… We’re going to approach 100% penetration per developer.” | | 10:04 | Rory | “Multiply 100 million by $5,000 a pop and you get a huge number…you can still multiply by five grand a year and get a huge company.” | | 11:45 | Rory | “Profitability and durability: those are the only two [key] issues.” | | 14:16 | Tom | “As the models improve in performance dramatically, people switch… but as the improvements start to asymptote, I’m going to stay where I am.” | | 16:45 | Tom | “Microsoft…now producing 90% more tokens per GPU hour than 12 months ago.” | | 36:01 | Rory | “The secret to success in that business is just being a trader… It’s fucking trading.” | | 43:27 | Tom | “If there’s some wobble, the magnitude of the correction will be fast and brutal. Everyone knows the tachometer is at a red line.” | | 50:12 | Tom | “In 2008, it was about $8 billion. In 21, it hit about 300. Today, 270. 100% chance [of $500bn].” | | 64:40 | Rory | “In the end, the only thing that matters is returns. The only question is how long does in the end take.” |
| Company | Predicted Share | Rationale (Condensed View) | |-------------------|----------------|---------------------------------------------------------------| | Cursor | 20–60% | First-mover, strong product, early enterprise uptake | | Codex (OpenAI) | 0–60% | Model power; unclear on final market dominance | | Anthropic | 20% | Top in coding, focus/traction | | Microsoft/GitHub | Major player | Bundling, enterprise distribution, possible step function up | | Cognition | Potential | “Clever guys in the corner” | | Replit/Lovable | Niche | Prosumer and agentic/low-end markets |
The episode is fast-paced, delightfully irreverent, and crammed with opinionated, high-context debate. The guests approach the current market with both visible awe (“Product market fit for agentic coding is probably the best of any use case aside from search…”) and skepticism (“Profitability and durability: those are the only two issues, which is amazing…”), with a constant undercurrent of self-awareness about the potential for exuberance to lead to pain in the future.
If you want a rare, candid, and numbers-rich look at how the upper echelons of venture capital view today’s AI and software markets—plus expert skepticism of the froth, and pragmatic lessons on margin, moats, and the new era of perpetual private liquidity—this is your episode.