Technology
How Long Does It Take to Hit 50 Million Users?
How Long Does It Take to Hit 50 Million Users?
The Chart of the Week is a weekly Visual Capitalist feature on Fridays.
Imagine it’s the year 1960, and you’re an entrepreneur that’s about to launch the next big thing.
Let’s assume that your product is actually pretty revolutionary, and that you’re going to receive widespread buzz and word-of-mouth traction. How quickly do you think it could be adopted by millions of users?
Before the internet and consumption of digital goods, the use of a product could only spread as fast as you could manufacture the physical good. You would first need many millions of dollars in capital, a plant, a workforce, and inventory. Then, once the product is ready for distribution, you’d need mass advertising, word-of-mouth, sales channels, and press coverage to stand a chance.
Even then, if the product is really revolutionary, you’re looking at a decade or more for it to get widespread adoption.
Atoms Versus Bytes
Automobiles took 62 years to be adopted by 50 million users. The telephone took three years just to be in the homes of 50,000 people.
But these are both physical goods that need raw materials, skilled workers to produce, and economies of scale. They are made of atoms – and atoms must abide by the laws of physics.
In the modern era, you don’t have to produce a physical good. All you need to do is produce a useful piece of code that be replicated or re-used indefinitely at a marginal cost near zero, and it can spread like a wildfire.
Product / Technology | Time it Took to Hit 50 Million Users |
---|---|
Airlines | 64 years |
Automobiles | 62 years |
Telephone | 50 years |
Electricity | 46 years |
Credit Cards | 28 years |
Television | 22 years |
ATMs | 18 years |
Computers | 14 years |
Mobile Phones | 12 years |
Internet | 7 years |
4 years | |
1 year | |
Pokemon Go | 19 days |
As you can see, the transition from physical to digital goods has affected adoption rates, but so has the growing power of network effects.
Metcalfe’s Law
Metcalfe’s Law states the effect of a network is proportional to the square of the number of connected users of the system (n2).
Within the context above, it simply means that each additional user of a good or service adds additional value to others in that network. New goods or services in the digital realm can harness this network effect to gain users at unprecedented rates. It’s why social media, apps, and the internet were able to take off so quick.
It’s also why the augmented reality game Pokémon Go was able to reach a mind-blowing 50 million users in just 19 days.
And now, with unparalleled connectivity and more than four billion internet users globally, the next big thing could hit that milestone even faster than Pokémon Go. Instead of almost three weeks, it might do so in a few days – or even a few hours.
Technology
Nvidia Joins the Trillion Dollar Club
America’s biggest chipmaker Nvidia has joined the trillion dollar club as advancements in AI move at lightning speed.

Nvidia Joins the Trillion Dollar Club
Chipmaker Nvidia is now worth nearly as much as Amazon.
America’s largest semiconductor company has vaulted past the $1 trillion market capitalization mark, a milestone reached by just a handful of companies including Apple, Amazon, and Microsoft. While many of these are household names, Nvidia has only recently gained widespread attention amid the AI boom.
The above graphic compares Nvidia to the seven companies that have reached the trillion dollar club.
Riding the AI Wave
Nvidia’s market cap has more than doubled in 2023 to over $1 trillion.
The company designs semiconductor chips that are made of silicon slices that contain specific patterns. Just like you flip an electrical switch by turning on a light at home, these chips have billions of switches that process complex information simultaneously.
Today, they are integral to many AI functions—from OpenAI’s ChatGPT to image generation. Here’s how Nvidia stands up against companies that have achieved the trillion dollar milestone:
Joined Club | Market Cap in trillions | Peak Market Cap in trillions |
|
---|---|---|---|
Apple | Aug 2018 | $2.78 | $2.94 |
Microsoft | Apr 2019 | $2.47 | $2.58 |
Aramco | Dec 2019 | $2.06 | $2.45 |
Alphabet | Jul 2020 | $1.58 | $1.98 |
Amazon | Apr 2020 | $1.25 | $1.88 |
Meta | Jun 2021 | $0.68 | $1.07 |
Tesla | Oct 2021 | $0.63 | $1.23 |
Nvidia | May 2023 | $1.02 | $1.02 |
Note: Market caps as of May 30th, 2023
After posting record sales, the company added $184 billion to its market value in one day. Only two other companies have exceeded this number: Amazon ($191 billion), and Apple ($191 billion).
As Nvidia’s market cap reaches new heights, many are wondering if its explosive growth will continue—or if the AI craze is merely temporary. There are cases to be made on both sides.
Bull Case Scenario
Big tech companies are racing to develop capabilities like OpenAI. These types of generative AI require vastly higher amounts of computing power, especially as they become more sophisticated.
Many tech giants, including Google and Microsoft use Nvidia chips to power their AI operations. Consider how Google plans to use generative AI in six products in the future. Each of these have over 2 billion users.
Nvidia has also launched new products days since its stratospheric rise, spanning from robotics to gaming. Leading the way is the A100, a powerful graphics processing unit (GPU) well-suited for machine learning. Additionally, it announced a new supercomputer platform that Google, Microsoft, and Meta are first in line for. Overall, 65,000 companies globally use the company’s chips for a wide range of functions.
Bear Case Scenario
While extreme investor optimism has launched Nvidia to record highs, how do some of its fundamental valuations stack up to other giants?
As the table below shows, its price to earnings (P/E) ratio is second-only to Amazon, at 214.4. This shows how much a shareholder pays compared to the earnings of a company. Here, the company’s share price is over 200 times its earnings on a per share basis.
P/E Ratio | Net Profit Margin (Annual) | |
---|---|---|
Apple | 30.2 | 25.3% |
Microsoft | 36.1 | 36.7% |
Aramco | 13.5 | 26.4% |
Alphabet | 28.2 | 21.2% |
Amazon | 294.2 | -0.5% |
Meta | 33.9 | 19.9% |
Tesla | 59.0 | 15.4% |
Nvidia | 214.4 | 16.19% |
Consider how this looks for revenue of Nvidia compared to other big tech names:
$NVDA $963 billion market cap, 38x Revenue
$MSFT $2.5 trillion market cap, 12x Revenue$TSLA $612 billion market cap, 7.8x Revenue$AAPL $2.75 trillion market cap, 7.3x Revenue$GOOG $1.6 trillion market cap, 6.1x Revenue$META $672 billion market cap, 6x Revenue pic.twitter.com/VgkKAfiydx— Martin Pelletier (@MPelletierCIO) May 29, 2023
For some, Nvidia’s valuation seems unrealistic even in spite of the prospects of AI. While Nvidia has $11 billion in projected revenue for the next quarter, it would still mean significantly higher multiples than its big tech peers. This suggests the company is overvalued at current prices.
Nvidia’s Growth: Will it Last?
This is not the first time Nvidia’s market cap has rocketed up.
During the crypto rally of 2021, its share price skyrocketed over 100% as demand for its GPUs increased. These specialist chips help mine cryptocurrency, and a jump in demand led to a shortage of chips at the time.
As cryptocurrencies lost their lustre, Nvidia’s share price sank over 46% the following year.
By comparison, AI advancements could have more transformative power. Big tech is rushing to partner with Nvidia, potentially reshaping everything from search to advertising.
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