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We’re All Billionaires Now (Thanks to New Knowledge)

Blog Post | Cost of Living

We’re All Billionaires Now (Thanks to New Knowledge)

We may not have a billion dollars in the bank, but we enjoy the benefits of many billions of dollars invested on our behalf.

Summary: Modern society enjoys immense wealth through access to products created with high fixed costs but low marginal costs, thanks to mass markets. By leveraging technology and innovation, products from smartphones to streaming music and affordable medicine provide people with benefits once unimaginable. This abundance illustrates capitalism’s ability to generate shared prosperity, contrary to the views of critics who focus solely on the relative distribution of wealth.


Sen. Bernie Sanders (I-VT) has tweeted “There should be no billionaires.” Compared to 100 years ago, the United States is a country where everyone is a billionaire. We may not have a billion dollars in the bank, but we enjoy the benefits of many billions of dollars invested on our behalf in the products and services we use every day. Let me explain.

Fixed costs and marginal costs. In economics, we consider the cost to create a new product and then the cost to manufacture each additional unit. Many products have high fixed costs but low per unit costs when manufactured at scale. This per unit cost is also called marginal cost. The marginal costs on some products can reach zero.

More people mean we are all richer. We can enjoy products with such high fixed costs and low marginal costs because there are so many of us. Creators of these high fixed costs products can recoup these costs from millions, if not billions, of customers. The Scottish economist Adam Smith understood that in 1776. If you want to get rich, have lots of potential customers. Large markets also allow people to develop their skills and specialize in such things as drug and software development. The bigger the population and the more we specialize, the more variety and lower costs we enjoy in the marketplace.

Here are five examples:

Movie billionaires. The top 10 highest-grossing films cost a total of $2.8 billion to create. You can now stream those movies at home on your $250, 55-inch large-screen high-definition TV along with 1,900 other movies for around $9.99 a month on Disney+. Unskilled workers earn around $17.17 an hour today, so it takes around 14.5 hours to buy the TV and 35 minutes of work each month to enjoy this multibillion-dollar benefit.

The figure shows the 10 highest-grossing films, which collectively cost $2.8 billion to produce, yet remain accessible for ordinary people to enjoy.

iPhone billionaires. It’s estimated that Apple spent $150 million over three years to develop the first iPhone, which was released in 2007. It sold for $499. How could it be sold so cheap if it cost so much? According to CNBC, Apple has sold over 2.3 billion iPhones and has over 1.5 billion active users. That’s how.

In 2009, Apple spent $1.33 billion on research and development. This year, it will have risen to $32 billion. The company has spent $208 billion on developing new products over the past 16 years. About half of Apple’s revenue comes from iPhone sales. Assuming half of its research and development investment has gone into the iPhone, we are enjoying a product that costs over $100 billion for about $30 a month, or around an hour and 45 minutes of work for a typical unskilled worker.

Note: In 2009, Amazon spent $1.24 billion on research and development, similar to Apple. This year, it expects to spend over $85 billion. In the past 16 years, Amazon has spent $485 billion.

Medicine billionaires. The cost to develop a new drug is estimated to range from less than $1 billion to more than $2 billion. The U.S. Congressional Budget Office notes, “Those estimates include the costs of both laboratory research and clinical trials of successful new drugs as well as expenditures on drugs that do not make it past the laboratory-development stage, that enter clinical trials but fail in those trials or are withdrawn by the drugmaker for business reasons, or that are not approved by the FDA.” Once a drug is approved, the marginal cost can be very low, maybe under a dollar.

If it costs $1 billion to develop a new drug, but each new unit of the pill only costs a dollar, how much should you charge the customer for it? The answer depends on the size of the market. If the market is 1,000 people, your costs will be $1 billion plus $1,000. You would have to sell each pill for $1 million plus $1 to break even. If your market was a million people, the breakeven price would drop to $1,001. If your market was a billion potential customers, the price per pill drops to $2.00. This is why new drugs are typically developed for widespread medical conditions. The fixed costs must be spread across a sufficiently extensive market. This is amazing when you think about it. You get a pill that required $1 billion to develop for $2.00 if a billion other people have the same medical problem.

Book billionaires. The Harry Ransom Center estimates that before the invention of the printing press, the total number of books in Europe was around 30,000. The United Nations Educational, Scientific and Cultural Organization estimates there are roughly 158,464,880 unique books in the world as of 2023.

When Gutenberg innovated printing in 1440, an average book cost around 135 days of labor, ranging from 15 days for a short book to 256 days for a major work. If workers put in eight hours a day, they’d have to work 1,080 hours to afford an average book. Today, blue-collar compensation (wages and benefits) is around $37 an hour. If there had been no printing innovation, it would cost about $40,000 to buy a book today.

Google has become the new Gutenberg. It has a library of more than 10 million free books available for users to read and download. Assuming the average book is around 250 pages and a half inch thick, you would need a bookshelf around 80 miles long to hold this library.

Before Gutenberg and his press, Google and the internet, Amazon and its digital tablet, and the manufacture of computer memory chips, it would have cost $400 billion to have a library of 10 million volumes. It would have taken 5.4 million people working full time for a year to create this library in 1439.

Today, you can have this library for around $43. That’s $35 for the tablet and $8 for the 2 TB memory stick. Another valuable feature we enjoy today is being able to search for a word or phrase in any of these books.

Music billionaires. Thomas Edison developed the original phonograph record in 1877. Suddenly people did not have to be present at a live performance to hear music. In 1949, RCA Victor became the first label to roll out 45 RPM vinyl records, and by the 1950s, the price was around 65 cents each. Unskilled workers at the time were earning around 97 cents an hour. This put the time price of a song at 40 minutes.

Steve Jobs introduced the iTunes Store on April 28, 2003, and sold songs for 99 cents. By this time, unskilled wages had increased to $9.25 an hour. The time price of a song had dropped 84 percent to 6.42 minutes. Listeners in 2003 got six songs for the price of one in 1955.

Apple Music was launched on June 30, 2015. Today, a student can access 90 million songs for $5.99 a month. Soundcloud is another popular music streaming service with over 320 million songs priced at $4.99 a month, or 18 minutes of time for an unskilled worker.

In 1955, the time to earn the money for an unskilled worker to buy the Soundcloud catalog of 320 million songs on 45 RPM records would have taken 106,666,667 hours. At today’s rate of $17.17 an hour, it would have cost $1,831,466,666.

Capitalist billionaires. Under capitalism, the only way wealth can grow is if entrepreneurs create it in the form of new products and services. Becoming a billionaire is a by-product of how successful a person is at creating and producing. When someone creates a product based on knowledge, it is non-rivalrous. (Paul Romer won a Nobel prize economics in part for explaining this truth.) Non-rivalry means we can all use a product at the same time. It’s as if we all own the product. Knowledge products make us all billionaires.

Bernie Sanders’s does not seem to understand or appreciate these economic truths. He wants to expropriate capital from Elon Musk and other innovators and give the money to his fellow politicians and bureaucrats to enrich their friends and supporters. Once this capital is seized, however, entrepreneurs will be much less motivated to create more. Ask all the entrepreneurs who lived in the former Soviet Union, and those in China under Mao Zedong, how 100 percent taxation disincentivized them from creating and taking risks.

This article was published at Gale Winds on 11/7/2024.

USTelecom | Cost of Technology

US Broadband Delivers Faster Speeds and Lower Prices

“USTelecom’s 2026 Broadband Pricing Index (BPI) is an annual analysis of U.S. residential broadband pricing and performance. The report finds that broadband internet has delivered a consistent trend of falling real prices and dramatically faster speeds for eleven consecutive years, which stands apart from nearly every other category of household spending.”

From USTelecom.

Blog Post | Cost of Living

A New Way to Understand American Abundance

Our index measures how long you have to work to buy what you used to buy.

Summary: Our new American Abundance Index measures living standards by asking one question: How long do you have to work to buy what you used to buy? Time prices offer a clearer view of American abundance than wages or dollar prices alone. Using standard government data, the index shows that despite recent inflation concerns, time prices have generally fallen and abundance has risen over the long term for the average worker.


Americans are told, daily, that they are getting poorer. The left points to “record” prices and concludes that capitalism has failed. The right points to the same prices and concludes that America is in irreversible decline. Both sides lean on a familiar statistical trick: they talk about prices or pay in isolation, then invite readers to fill in the rest with anxiety.

There is a simpler and truer way to judge living standards. Ask one question: How long do you have to work to buy what you used to buy?

That is the idea behind the new American Abundance Index, a tool that translates economic health into units normal people understand: hours of work. It uses standard government statistics, comparing inflation (the Consumer Price Index) with hourly earnings from the Bureau of Labor Statistics. The output is not a partisan narrative. It is a measure of purchasing power that speaks plain English.

The index tracks two measures. Time Price represents how many work-hours are needed to purchase the standard CPI basket of goods and services. Abundance is the inverse. It represents how much of that basket one hour of work can buy.

When time prices fall, abundance rises. When time prices rise, abundance falls.

The American Abundance Index starts in March 2006, when the relevant earnings series become available, and updates monthly following BLS releases. It reports month-over-month, year-over-year, five-year, ten-year, and since-start changes so readers can separate short-term noise from long-term reality.

That distinction matters because the loudest arguments about living standards are usually built on selective time windows.

Recent numbers illustrate the point. For the average private-sector worker, December 2025 saw a tiny monthly decline in CPI and a larger rise in average hourly earnings. The result was a decline in time prices and a rise in abundance for that month. Over the year from December 2024 to December 2025, CPI rose 2.68 percent while hourly earnings rose 3.76 percent. Time prices fell 1.04 percent, and abundance rose 1.05 percent.

Zoom out further. Since March 2006, time prices for the BLS basket have fallen 12.16 percent and abundance has risen 13.84 percent. The index translates those findings into an intuitive claim: over that period, the average private-sector worker gained the equivalent of roughly 1.1 extra hours of purchasing power for every eight hours worked.

The product is not just one headline series. It includes separate views for all private-sector workers and for blue-collar workers. It also includes “upskilling” scenarios that reflect a basic fact of labor markets that both ideological camps often ignore: people do not stay in the same job, at the same wage, for decades. Many workers move from entry-level roles into higher-paying roles as they gain skills. A living-standards tool should help readers see what that typical path implies for purchasing power over time, rather than freezing workers in place for rhetorical effect.

So how does this fit into today’s abundance argument, and the misuse of statistics by left and right?

The left’s favorite move is to spotlight prices, preferably the most salient and emotionally charged ones, then treat the price level as the full story. But prices are only half the equation. Wages and work-hours are the other half. If pay rises faster than prices, the public is not “getting poorer” in any meaningful aggregate sense, even if the public is angry, and even if some groups are falling behind.

The right’s favorite move is different but no less misleading. It treats every inflation episode, every housing squeeze, and every bout of consumer pessimism as proof of national decline. It cherry-picks peaks, ignores recoveries, and sometimes talks as if today’s worker has no mobility and no capacity to adapt. That is how you turn real problems into a permanent story of collapse.

The American Abundance Index does not settle policy debates. It disciplines them. It forces advocates to answer the question that matters to households: How many minutes of my life does this cost, and how has that changed? If your preferred policy raises time prices, you are making people poorer, whatever your rhetoric. If it lowers time prices, you are making people richer, even if it offends someone’s ideology.

The index is also candid about limits. It focuses on averages, may not capture individual experiences, and is most meaningful over longer periods than a single month. That is not a weakness. It is a reminder that serious measurement should separate broad trends from personal hardship, and that anecdotes are not statistics.

If journalists and politicians want fewer mirages and more reality, they should start here: stop counting dollars. Start counting hours.

Blog Post | Cost of Living

Are Americans Getting Richer? New Data Might Surprise You

Workers have proven resilient over the past decade, despite inflation and valid affordability fears.

Summary: We introduce the American Abundance Index, which measures living standards by how many hours Americans must work to afford a standard basket of goods, rather than by prices or wages alone. The index uses time prices to show that for most US workers, purchasing power has generally risen over the last two decades, even amid inflation and public pessimism.


The resilience of the American worker is one of the most underreported stories of the 2020s. From red tape to import taxes, successive governments have erected barriers to success. Yet America’s workers have persevered and figured out ways to prosper.

A new American Abundance Index illustrates this. The project from Human Progress, an arm of the Cato Institute, reveals the steady rise of the average worker’s purchasing power. The premise of the index is simple: how many hours do you need to work, compared to the month or year before, to be able to afford the “basket of goods,” which is a standard set of household items and services that comprise the Consumer Price Index used to calculate inflation.

The “time price” is how many hours of work it takes to purchase the basket of goods. The “abundance” is how much of the basket one hour of work can buy. The story told by the index is a very good one: since recordkeeping began, “abundance” for average private sector workers comes out to a net increase of 13.8 percent.

It increased the past year, too. The index shows the average private sector worker saw prices rise by 2.7 percent from December 2024 to December 2025, while their hourly wages grew by 3.8 percent. This means workers could work 1 percent less to buy the same basket of goods. Put differently, workers could afford 1 percent more stuff.

The reason for this is that earnings have continued to outpace inflation. So long as wages increase faster than inflation, the worker gets ahead. And it’s not just desk jobs that have enabled workers to purchase the same amount of goods and services for fewer hours worked. The gain for traditional “blue collar workers” is even higher: a historical net increase of 18.4 percent since 2006.

Despite workers significantly increasing their purchasing power over the past two decades, the past five years have taken a toll. The self-inflicted pain of printing vast sums of money during the pandemic sent the annualized inflation rate to over 9 percent in 2022, far outstripping raises. While inflation is now mostly under control, it has taken time for the gap between wages and inflation to settle, and workers are only now just catching up after their losses during those inflation-heavy years.

Americans continue to rank affordability as a top concern and do not believe the government is doing enough to address the cost of living. These frustrations are understandable. Prices are still rising while tariffs and uncertainty strangle businesses and push consumer confidence to a 12-year low. America’s growth and prosperity story has always been one of fits and starts, and workers are right to demand that government gets out of their way. But the new data make clear that 21st century Americans can still be content about how far they’ve come and optimistic about how far they’ve yet to go.

This article was originally published in the Washington Post on 2/6/2026.

Blog Post | Cost of Living

Introducing the American Abundance Index

American living standards are best measured in time.

We are excited to share a new tool we’ve been building at Human Progress: The American Abundance Index—an interactive dashboard that tracks US living standards while adjusting for both inflation and rising incomes.

The idea is straightforward: how many hours do you need to work to afford the same basket of goods and services? Using Bureau of Labor Statistics data, the American Abundance Index converts price and wage growth into “time prices”—the amount of work time required to buy the Consumer Price Index (CPI) basket of goods and services—and “abundance,” which is the inverse: how much of that basket one hour of work can buy. When time prices fall, abundance rises, and each hour of work goes further. That’s the measure of affordability that actually matters.

Conceptually, this work builds off of Superabundance, a book by our editor, Marian Tupy, and his coauthor and Human Progress board member, Gale Pooley. Their core argument—that abundance is best measured in time—forms the foundation of the project. The index itself was built by our Quantitative Research Associate, Jackson Vann.

Users can select multiple worker categories, compare short- and long-run trends, and even see wage growth modeled to reflect real career progression rather than freezing workers in place. All the calculations are transparent and replicable, with the full dataset and code available on GitHub.


So what does the index actually say about American standards of living?

Over the past 12 months, inflation rose 2.68 percent while hourly earnings for the average private-sector worker grew 3.76 percent. As a result, the CPI basket became 1.05 percent more abundant. Since 2006, it has become nearly 14 percent more abundant—roughly equivalent to adding an hour of purchasing power to the average workday.