Paul Graham: How to Earn a Billion Dollars

marsbitPublished on 2026-06-15Last updated on 2026-06-15

Abstract

Paul Graham argues that earning a billion dollars is possible through legitimate entrepreneurship, not by cheating. The key is creating a startup that achieves exponential growth driven by two factors: a high growth rate and the duration that growth can be sustained. A company that builds a product users love so much they recommend it to others can achieve rapid monthly growth (e.g., 15-93%). If this growth occurs in a large enough market, the founder's wealth scales accordingly as a mathematical outcome of the company's increasing value. Graham illustrates this with calculations: at 93% monthly growth, a startup worth a few million dollars can reach a billion-dollar valuation in under ten months. At a more conservative 15% monthly growth, it could grow over 4000x in five years. He emphasizes that the best startup ideas often emerge not from actively seeking business concepts, but from young founders working on projects they and their friends find genuinely cool or useful. This approach taps into future, unmet needs. Successful entrepreneurship, therefore, relies on deep empathy for users and creating significant value for them, not exploitation. The path to a billion-dollar fortune is difficult but achievable through building a company that delivers what users truly want.

Author: Paul Graham

Paul Graham's latest article, "How to Earn a Billion Dollars," superficially responds to the political debate that "it's impossible for a person to legitimately earn a billion dollars." The truly valuable part is how clearly he articulates the underlying logic of entrepreneurial wealth creation.

In his framework, a billion dollars is not a mysterious number; it's the result of two variables: growth rate and how long that growth can be sustained.

If a company can continuously create products that users genuinely love and are willing to actively recommend to friends, it has the potential for exponential growth. If this growth happens in a sufficiently large market, the founder's wealth increase becomes a mathematical outcome, not a moral puzzle.

This article is also very enlightening for investors. Because the early-stage valuation of many great companies in the secondary market essentially depends on the same set of questions:

  • Does it truly address a strong need?

  • Do users like it enough?

  • Does growth have self-propagation capability? Is the market space large enough?

  • How long can the growth curve last?

So this article is not just about "how to become a billionaire"; it's also about how to identify exponential companies and why linear thinking often undervalues truly high-growth assets.

Below is the full translation.

How to Earn a Billion Dollars

June 2026

This essay is based on a talk I gave at the Oxford Union.

Since this is obviously the "Future Prime Ministers Club," I thought I'd talk about something more politicians ought to understand: how people become billionaires. Even if you're not planning to go into politics, I hope this will be useful for you. Those of you who don't become prime minister can instead become billionaires.

I happen to know something about this, because twenty-one years ago, Jessica and I started an institution called Y Combinator. In case you haven't heard of it, Y Combinator is a cross between an investment firm and a school for startup founders. Since we started it in 2005, we've funded about 6500 startups.

Starting a successful startup is the most common way to become a billionaire. So in a sense I've spent the last 21 years training people to become billionaires. So far about 30 of them have, and there are a lot more on the way.

So you can imagine how surprised I was last month when an American politician said that "it's impossible to earn a billion dollars." I felt like a figure skating coach hearing someone say "a triple axel is impossible." Of course it's possible. It's hard, but possible.

Of course, what she meant wasn't that it's impossible to become a billionaire. Obviously it's possible. And she wasn't talking about the difference between income and capital gains. She wasn't talking about an accounting question. What she meant was that you couldn't get that rich without doing something bad, without cheating somehow.

A few days later, I was talking to a founder I'd invested in. As I always do when I meet founders, I started by asking her what her growth rate was. She said it was 93% last month. I pointed out that this meant her net worth was also growing at 93% a month. She was getting rich at a remarkable rate. And yet she wasn't doing anything bad. The reason her startup was growing so fast was simply that users liked what she was making. So from her own personal experience she could tell how mistaken that politician was. She wasn't exploiting anyone. The opposite, in fact. The reason her startup was growing so fast was that she and her cofounder were working desperately hard to make users happy, and as a result users were starting to recommend their product to friends. And that brought exponential growth.

Later that day, when I mentioned her case online, someone replied that having a few million dollars and growing at 93% a month is totally different from becoming a billionaire.

I suspect a lot of people would have agreed with that. But it turns out that statement is not only false, but illuminatingly false.

So I'm going to ask you to do me a favor. Please get out your phone and calculate a number for me. I realize this is going to feel a bit contrived, but I promise it will be useful to you. I'm going to make you do the sort of calculation I do most often as an investor, and the experience will give you a real understanding of the nature of startups.

If we interpret his words as conservatively as possible and assume that "a few million" is $2 million, then her company has to grow by 500 times to make her a billionaire. So what we're going to calculate is how many months it would take for something to grow by 500 times at a rate of 93% a month.

To do this, we need the log base 1.93 of 500. The easiest way to do this is to use the Google search box. Open a Google search and type log(500, 1.93). If you do it right, the answer you get should be about 9.45.

That's the number of months it would take to go from $2 million to a billion dollars at a monthly growth rate of 93%. A few million dollars and a 93% growth rate are, in fact, not far from a billion dollars. They're nine and a half months apart.

Now you see why the first question I ask founders is always about growth rate.

But I don't want anyone accusing me of using unrealistic numbers, so let's see what happens with a more conservative growth rate. Look at 15% a month. That's not at all unusual. I often meet startups growing at 15% a month.

If your revenue grows at 15% a month, what does it become after 5 years? To calculate that, we need to raise 1.15 to the power 60, because there are 60 months in 5 years. So again in Google type 1.15^60. The answer should be about 4384. So after 5 years your startup's revenue would be about 4384 times what it is now. If you're making $10,000 a month now, in 5 years you'd be making about $44 million a month, or about $526 million a year. At that point, if you owned as much of the company as founders usually do, you'd be a billionaire.

In the real world growth rates tend to taper off a bit. A very successful startup might have a growth rate above 15% a month in year one and below 15% in year four. But the end result is roughly the same. If you start a startup in your early twenties, it's definitely possible to become a billionaire by the time you're thirty. Hard, but possible.

I wanted you to do this calculation yourselves because now you understand one of the reasons people start startups. Exponential growth is like magic. It produces results that look impossible. And that, in turn, is what makes some politicians distrust it. They don't understand the math of exponential growth, so when they see someone become what seems to them impossibly rich, they assume they must have cheated somehow.

But now you at least understand from having done the calculation yourselves that you don't need to cheat to become a billionaire. You've seen with your own eyes that there are only two numbers in the calculation: the growth rate, and how long it can be sustained. If it's impossible to make a billion dollars without cheating, then which of these two numbers is impossible? A 15% monthly growth rate certainly isn't impossible; startups do it often. And how long you can grow at that rate depends on the size of the market. Obviously, if you're going to grow by a factor of 4000, there have to be at least 4000 times as many potential customers. But that's all you need. And how would you even cheat to increase the size of the market?

If you're only planning to become prime minister, you can stop listening now. We've proved that it is in fact possible to make a billion dollars, because it only depends on two numbers, one of which startups often hit without cheating, and the other of which cheating can't possibly affect.

But if you actually want to become a billionaire, we should go into a bit more detail. Especially about the first number, the growth rate. To get steady growth every month, you have to make something so good that people tell their friends about it. In fact, that's another reason I always ask founders about their growth rate first. Their growth rate shows whether they've made the right thing.

So, concretely, how do you make something that people like enough to tell their friends about it?

The problem with market economies, and also what's great about them, is that it's hard to make something customers want that they don't already have. As soon as a new, satisfiable need is discovered, people rush to satisfy it. So you have to discover a need that other people don't know about yet.

How do you do that?

By feeling the need yourself.

You're young. Usually young founders should work on things they want themselves. You don't have enough experience yet to know what other people need. But at the same time, your own needs are especially valuable, because your needs are a leading indicator of future needs. You're at the age when people start using new things. The things you and your friends start using now, everyone will be using in ten years. Since your intuitions about other people's needs are usually a poor guide, and your own needs are an especially valuable guide, you should usually listen to the second guide. You should work on things you and your friends want.

Working on what you and your friends want doesn't mean you have to work on consumer products. Maybe you and your friends are molecular biologists, and there's some cool thing to do with DNA that everyone else has overlooked. Maybe you and your friends are into drones. The idea doesn't have to have broad appeal initially. It really just has to appeal to you and your friends.

Don't worry about the second number, the size of the market. Since you're a leading indicator of future demand, the market will grow. And it's always possible to expand into adjacent markets. All you need is a beachhead in the territory of unsatisfied need, and you can expand from there.

How do you get such ideas?

The answer is one of the most counterintuitive things about startups. And there are already a lot of counterintuitive things about startups. The way to get the best startup ideas is not to look for startup ideas. If you consciously look for startup ideas, it makes you too conservative. You prune away the outliers. Because the best startup ideas often seem terrible initially. If you're consciously looking for startup ideas, you reject them. And that's precisely why they've been undiscovered.

Think how terrible Apple, Facebook, or Airbnb must have sounded initially. Who would want their own computer? How could a company make money from college kids looking at each other online? Who would pay to sleep on an air mattress on someone else's floor? It's easy now that we know what these ideas turned into to rewrite history. But I remember very clearly how bad Facebook and Airbnb sounded initially. We invested in Airbnb, and we thought the idea was terrible. We funded them because we liked the founders.

So how do you get startup ideas without looking for startup ideas?

Work on projects with your friends.

That's how the best startups come about. They don't even start off as companies. They're just things people make because they think they're cool. That's how Apple, Google, and Facebook all started. None of them was designed to be a company initially.

This works for the reason I said earlier: you're a leading indicator of future demand. So if you just make random things you think are cool, the things you make are in fact far from random.

This is one of those cases where your unconscious mind knows more than your conscious mind. Any project that genuinely makes you think "this would be cool to have," however preposterous it sounds, has a high probability of leading to a good startup idea. Nothing you make could sound more preposterous than a startup we funded in 2006 called Justin.TV. All it was was a guy named Justin Kan walking around with a camera on his head, broadcasting everything that happened to him. But that company turned out fairly well. In fact, you may have heard of it, but under a different name: Twitch.

The key to starting a successful startup is to understand some group of users so well that you can make something they really want. If you're young, you can, and should, use a trick: make things for yourself. You understand yourself. But that's just an instance of a more general rule. Only by understanding users very deeply can you make something they like enough to tell their friends about. And only then can you get the exponential growth that makes a startup truly successful.

There are ways to get rich other than starting a startup. Some of them do require you to exploit people. But startups are the most common way to become genuinely wealthy. And if you want to start a successful startup, the key is not exploitation, but empathy. What do users really want? What can you do for them that will make their lives significantly better? This empathy is something we look for in founders, and something we cultivate in the founders we admit.

How people get rich in your society is one of the most important questions to understand about it. You can't let ideology, movies, or historical examples from centuries ago determine what you think about it. You have to look at the world around you and see how it actually works. If you want to do it yourself, you'll obviously be forced to understand how it works. So I'm not worried about you. I'm worried about the future prime ministers. You need to remember this talk. So let me sum it up for you.

Two things determine how big a startup gets, and therefore how rich its founders get: growth rate, and how long it can keep growing. You get the first by making something users like enough to tell their friends about. You get the second by being in a large market. If you grow exponentially and are in a large market, your startup will become valuable, and you as a shareholder will become rich. You don't need to cheat to make this happen. It will happen automatically if you keep making customers happy.

Related Questions

QAccording to Paul Graham, what are the two key variables that determine whether a startup founder can achieve significant wealth?

AAccording to Paul Graham, the two key variables are the growth rate and the duration for which that growth can be sustained.

QHow does Paul Graham suggest that founders achieve the necessary high growth rate for their startups?

AHe suggests that founders achieve a high growth rate by creating a product that users like so much they are compelled to recommend it to their friends, which leads to exponential, word-of-mouth growth.

QIn the context of finding a good startup idea, why does Paul Graham advise young founders to work on projects for themselves and their friends?

AHe advises this because young founders deeply understand their own needs, and these needs often predict future demands. By working on projects they find genuinely cool, they are more likely to discover unmet, non-obvious needs before others do.

QWhat is the common misconception about how billion-dollar fortunes are made, as addressed in the article?

AThe common misconception is that it is impossible to earn a billion dollars without cheating or exploiting others. The article argues that through the legitimate exponential growth of a successful startup—driven by creating genuine user value—such wealth is mathematically possible and attainable.

QWhat calculation does Paul Graham ask the reader to perform, and what does it demonstrate?

AHe asks the reader to calculate how many months it takes for a value to grow 500-fold at a monthly growth rate of 93% (using log(500, 1.93)). The result (approximately 9.45 months) demonstrates the power of exponential growth, showing that becoming a billionaire from a smaller base is a matter of sustained high growth over a relatively short period.

Related Reads

Blockchain Has Finally Started to Sail into the Mainstream After 18 Years

Blockchain Finds Its True Path After 18 Years: Becoming the Financial Backbone for AI Agents and Autonomy This analysis explores a pivotal shift in the blockchain and crypto investment landscape, driven by the dominance of AI. Major venture capital firms, including Variant, Paradigm, Haun Ventures, and YZi Labs, are moving beyond pure "crypto" investment theses. They are expanding their focus to AI, robotics, and frontier tech, signaling that blockchain is no longer seen as a standalone sector but as an underlying infrastructure layer. The core argument is that blockchain's killer application may not be user-facing apps, but rather providing the economic rails for the coming wave of AI agents, autonomous robots, and automated systems. Key capabilities like self-custody wallets, programmable stablecoins for micropayments, on-chain identity, and verifiable smart contracts are positioned as essential for a future where machines conduct economic activity. The recent $1.4 billion investment by Tether (via its venture arm) in German robotics company NEURA Robotics exemplifies this, aiming to embed Tether's wallet tools directly into robots for autonomous transactions. While many "AI + Crypto" projects remain superficial, the article concludes that true value lies where crypto is a necessary component—enabling machine-to-machine payments, agent autonomy, verifiable data provenance, and open financial settlement for the AI era. For crypto venture capital, this convergence with AI represents both an adaptation to shifting capital flows and a potential path to unlocking the large-scale, non-speculative utility the industry has long sought.

marsbit4m ago

Blockchain Has Finally Started to Sail into the Mainstream After 18 Years

marsbit4m ago

Blockchain has finally begun sailing toward the main channel after 18 years

After 18 years of development, blockchain technology is beginning to move from a specialized niche into mainstream adoption, according to a recent industry analysis. The shift is reflected in the changing strategies of major crypto venture capital firms, which are expanding their focus beyond pure "digital ownership" towards broader themes like "autonomy." The report highlights that leading VC firms like Variant, Paradigm, Haun Ventures, and YZi Labs are broadening their investment mandates to include not only crypto but also artificial intelligence (AI), robotics, biotech, and other frontier technologies. This reflects a recognition that the isolated "crypto investment" narrative is losing appeal to limited partners (LPs) as capital and attention increasingly flow toward AI and other high-growth tech sectors. A key emerging thesis is that blockchain's most significant future application may not be as a consumer-facing product, but as the underlying economic and settlement infrastructure for the AI era. As AI agents and autonomous systems become more prevalent, they will require programmable, global, and low-cost payment networks (like stablecoins), verifiable digital identities, and secure wallets to manage transactions and assets on behalf of users. The investment by stablecoin issuer Tether into robotics company NEURA, with plans to integrate its wallet technology, is cited as a prime example of this convergence. However, the article cautions that simply labeling projects as "AI + Crypto" is insufficient. True value lies in integrations where blockchain technology is essential—such as enabling machine-to-machine micropayments, verifiable data provenance for AI, or transparent governance for autonomous organizations—rather than being a superficial marketing add-on. In conclusion, while AI currently dominates the tech narrative and capital flows, it may ultimately create the real-world, high-frequency demand that the crypto industry has long sought. For crypto VCs and projects, the path forward is to position blockchain not as a competing sector, but as a critical foundational layer powering autonomy and economic activity in an AI-driven future.

链捕手10m ago

Blockchain has finally begun sailing toward the main channel after 18 years

链捕手10m ago

Y Combinator Co-founder: How to Make a Billion Dollars?

The Y Combinator co-founder argues that becoming a billionaire by founding a successful startup is not only possible but demonstrably achievable without unfair or unethical practices. He disputes a politician's claim to the contrary, using the example of a founder whose company grew at 93% monthly solely through creating a product users loved and recommended. The core mechanism is exponential growth. A conservative 15% monthly growth rate compounds to a 4384x increase over five years, which can easily lead to billion-dollar valuations and founder wealth. The process depends on two key variables: the growth rate and the duration it can be sustained. A high growth rate stems from a great product that users naturally promote, while a long duration requires a large enough market. For aspiring founders, especially young ones, the simplest path is to build something they and their friends genuinely need. Young people's current needs often predict future mass-market trends. He advises against actively "searching" for ideas, as this tends to filter out unconventional but promising ones. Instead, inspiration should come from working on interesting projects with friends, as many iconic companies (e.g., Apple, Facebook) started this way. Ultimately, building a massively valuable startup is not about exploitation but empathy: deeply understanding a user group and building a product that significantly improves their lives. This, powered by exponential growth in a large market, is the legitimate path to immense wealth creation.

Foresight News13m ago

Y Combinator Co-founder: How to Make a Billion Dollars?

Foresight News13m ago

The 800V Voltage Standard Championed by Nvidia: Which Infrastructure Providers Stand to Benefit?

NVIDIA is actively promoting the 800VDC architecture as a key direction for its next-generation AI factories and high-power racks, particularly for the upcoming Rubin and Kyber platforms. The primary driver is the rapidly increasing power density of AI racks, with designs like GB200/GB300 NVL72 reaching 120-140kW and future systems potentially hitting 180-220kW. At such high power levels, traditional low-voltage power delivery becomes inefficient due to massive current, leading to significant copper use, cable bulk, heat, and power loss. The 800VDC standard aims to increase efficiency by transmitting power at higher voltage and lower current to the rack before stepping it down locally for GPUs. NVIDIA claims this can improve efficiency by up to 5%, reduce total cost of ownership (TCO) by up to 30%, and cut copper usage by approximately 45%. This shift redefines infrastructure roles, pushing power engineering to the forefront alongside GPU performance. Key beneficiaries and ecosystem partners highlighted include: 1. **Power Infrastructure Providers:** Companies like Vertiv, Schneider Electric, Delta Electronics (台达电), and Korean firms LS Electric and HD Hyundai Electric are involved in designing next-gen AI factory power distribution, rack power supplies, and backup systems. 2. **Power Semiconductors:** Suppliers of SiC/GaN devices, such as Infineon and STMicroelectronics, are better suited for high-voltage, high-efficiency conversion in this new architecture. 3. **Connectivity & Structure:** The focus shifts to high-reliability components like busbars, high-voltage connectors, and advanced PCBs that meet stricter insulation and safety requirements. 4. **Liquid Cooling & Rack ODM:** As power and heat density rise, liquid cooling becomes critical. Full-rack system integrators (e.g., Dell, Wiwynn, Wistron) must now demonstrate robust pre-delivery testing capabilities, including burn-in testing under full load, requiring significant power and cooling infrastructure in their factories. The transition is not immediate for all data centers but is targeted at high-density AI factories. NVIDIA’s 800VDC ecosystem is in a preparatory phase, with full-scale production expected to align with the 2027 launch of Kyber rack-scale systems. The investment thesis revolves around which companies can demonstrate proven product integration, customer validation, and reliable delivery of complete, high-power AI rack systems, making power, cooling, and testing capabilities new critical variables in the AI infrastructure value chain alongside GPUs.

marsbit33m ago

The 800V Voltage Standard Championed by Nvidia: Which Infrastructure Providers Stand to Benefit?

marsbit33m ago

Did 'Unlimited Minting' Actually Happen? Zcash Founder Responds to Four Major Market Concerns

The Orchard shielding pool in the privacy cryptocurrency Zcash was recently found to have contained a critical counterfeiting vulnerability that existed for four years. This discovery caused significant market panic and a sharp drop in the price of ZEC, though it has since recovered partially. Zcash founder Zooko Wilcox addressed four key questions raised by the vulnerability. First, while it's unknown if the bug was exploited, he believes it likely was not, citing advanced, targeted discovery methods, a rapid response to freeze the pool, and the typical "smash-and-grab" nature of past crypto exploits. Second, he states that if no exploitation occurred, all legitimate user funds in Orchard are recoverable. However, cautious users moving funds should be aware of privacy trade-offs and other risks involved in transferring to transparent or Sapling pools. Third, users currently cannot independently verify that the total ZEC supply hasn't been inflated due to this bug. However, the proposed "Ironwood" network upgrade will restore this ability by permanently sealing the Orchard pool. This will prevent any counterfeit funds from circulating and allow anyone running a node to cryptographically verify that the supply cap has not been breached. Finally, regarding other undiscovered vulnerabilities, Wilcox notes that intensive ongoing audits by multiple teams, including using advanced AI-assisted tools, have so far found no other counterfeiting bugs. This provides increased, though not absolute, confidence. In conclusion, while assessments suggest the bug was likely unused and funds are safe, the core issue was the loss of user-verifiable supply integrity. The Ironwood upgrade is presented as the solution, aiming to restore trust by allowing users to independently verify Zcash's supply security without relying on third-party assurances.

marsbit34m ago

Did 'Unlimited Minting' Actually Happen? Zcash Founder Responds to Four Major Market Concerns

marsbit34m ago

Trading

Spot
Futures

Hot Articles

Discussions

Welcome to the HTX Community. Here, you can stay informed about the latest platform developments and gain access to professional market insights. Users' opinions on the price of S (S) are presented below.

活动图片