Technology
Visualizing the R&D Investment of the 10 Biggest Nasdaq Companies
R&D Investment of the 10 Biggest Nasdaq Companies
Over the last decade, Apple’s research and development (R&D) spending has jumped from about $3 billion to over $26 billion.
The world’s largest company, like other tech giants, is investing heavily in R&D on the heels of AI disruption and the rapid speed of innovation. As these technologies become more pervasive in our daily lives, so too has investment in R&D across major companies.
This graphic from Trendline shows the scale at which the 10 biggest companies listed on the Nasdaq are spending on R&D.
R&D Investment by the 10 Biggest Nasdaq Firms
In 2022, the 10 largest Nasdaq companies by market cap spent roughly $222 billion on R&D—a figure that has risen considerably in recent years.
Rank | Name | R&D % of Revenue | R&D Spend in 2022* (Billions) |
---|---|---|---|
1 | Amazon | 14% | $73.2 |
2 | Alphabet | 14% | $39.5 |
3 | Meta | 30% | $35.3 |
4 | Apple | 7% | $27.7 |
5 | Microsoft | 13% | $26.6 |
6 | Nvidia | 27% | $7.3 |
7 | Broadcom | 14% | $4.9 |
8 | ASML | 15% | $3.3 |
9 | Tesla | 4% | $3.1 |
10 | PepsiCo | 1% | $0.8 |
*Trailing 12 months, ending December 31, 2022. Nvidia and Broadcom data is as of January 29, 2023.
Amazon invested over $73 billion in R&D last year, more than double the levels seen at Meta or Apple. R&D spending increased 30% over the year for the retail heavyweight, as it invested in technology infrastructure that underlies everything from software to autonomous vehicles.
Facebook parent Meta spent almost a third of its annual revenues on R&D in 2022, the highest proportion across the 10 largest Nasdaq companies. The majority of these investments were through its research arm, Reality Labs, which is focused on building a metaverse. However, the company has since pivoted away from its work on the metaverse due to a lackluster response—instead focusing on generative AI.
Chipmaker Nvidia, which has seen its market capitalization skyrocket in 2023, spent over $7 billion on R&D across generative AI, deep learning, robotics, and a number of other research areas. Between 2021 and 2022, investments in R&D grew by 34%.
Fastest Rising R&D Spenders, Globally
Beyond big tech names in the Nasdaq, many companies are accelerating their investment in R&D as the complexity of technology increases.
The table below shows the top 10 companies globally with the highest increase in R&D spend, based on analysis by fDi Intelligence.
Rank | Name | Country | R&D Spending % Change 2021-2022 |
---|---|---|---|
1 | BYD | 🇨🇳 China | +133% |
2 | AMD | 🇺🇸 U.S. | +76% |
3 | Moderna | 🇺🇸 U.S. | +65% |
4 | Meta | 🇺🇸 U.S. | +43% |
5 | Nvidia | 🇺🇸 U.S. | +39% |
6 | Uber | 🇺🇸 U.S. | +36% |
7 | Novo Nordisk | 🇩🇰 Denmark | +35% |
8 | Vertex Pharmaceuticals | 🇺🇸 U.S. | +31% |
9 | TSMC | 🇨🇳 Taiwan | +31% |
10 | Amazon | 🇺🇸 U.S. | +31% |
China’s largest electric vehicle maker, BYD, increased R&D investment by 133%, the most across companies analyzed. Among its primary research areas is the “Blade Battery”, which is a prismatic battery designed to hold as much as 50% more energy than comparable models.
Two chipmakers, AMD and TSMC also made the list, while three healthcare companies Moderna, Novo Nordisk, and Vertex Pharmaceuticals made significant R&D investments.
The Future of Innovation Spending
Even as many big tech names saw their stock prices fall in 2022, many dramatically increased their R&D investment.
This came as tech firms laid off thousands of employees. Together, Amazon, Microsoft, and Google’s parent company Alphabet laid of 40,000 employees as of early 2023.
Despite challenging environments, the focus on R&D is evident. Large companies can apply innovation across numerous areas of their business, improve efficiencies, with the goal of making the most out of research dollars spent.
At the same time, the complexity of technology is accelerating, requiring companies to spend more to keep with the pace of innovation. This involves investment in engineers, research facilities, along with the cost of running more advanced technological infrastructure.
Between 2000 and 2020, global R&D spending increased more than threefold to $2.4 trillion, a trend that shows minimal signs of slowing.
This article was published as a part of Visual Capitalist's Creator Program, which features data-driven visuals from some of our favorite Creators around the world.
Technology
Ranked: Most Popular Gaming Genres by Generation
Adventure was the most popular gaming genres for Millennials, Gen Z, and Gen Alpha. Which genres were popular for Boomers and Gen X?
Most Played Gaming Genres by Generation
This was originally posted on our Voronoi app. Download the app for free on iOS or Android and discover incredible data-driven charts from a variety of trusted sources.
From high-fantasy adventures like Elden Ring to viral mobile hits like Candy Crush, gaming is a universally-beloved hobby enjoyed by people of all walks of life.
This visualization shows the three most popular gaming genres for each generation: Baby Boomers (1945-1964), Gen X (1965-1980), Millennials (1981-1994), Gen Z (1995-2009), and Gen Alpha (2010 and later).
The figures come from Newzoo’s Global Gamer Study 2024, which surveyed over 73,000 people across 36 markets. The percentages represents the share of respondents who played the genre on any device in the past six months.
Younger Generations Prefer Adventure and Action
Adventure games such as Skyrim, The Last of Us, and Baldur’s Gate 3 were the most popular among the three younger generations, while puzzle games like Candy Crush were the most popular for the two oldest generations.
Generation | Top genre | Share of respondents | Second-most popular genre | Share of respondents | Third-most popular genre | Share of respondents |
---|---|---|---|---|---|---|
Gen Alpha | Adventure | 54% | Fighting | 44% | Racing | 42% |
Gen Z | Adventure | 45% | Fighting | 38% | Shooter | 38% |
Millennials | Adventure | 46% | Puzzle | 37% | Shooter | 35% |
Gen X | Puzzle | 46% | Adventure | 33% | Strategy | 27% |
Baby Boomers | Puzzle | 50% | Arcade | 25% | Casino | 21% |
Among Gen Z, Minecraft, Fortnite, and Call of Duty games were some of the most-played adventure titles. While the youngest generation, Alpha, shares Gen Z’s interest in adventure and action games, racing games beat out shooters for Generation Alpha’s third-most played kind of game genre.
Generally, younger generations tend to be more engaged in video games.
Around 94% of Gen Alpha and 90% of Gen Z consider themselves gaming enthusiasts, which includes playing, watching, or otherwise engaging with video games, compared to just 67% of Gen X and 47% of Baby Boomers.
Overall, console games still make up the majority of the gaming industry’s market share at 57%, compared to PC games making up 43%.
Learn More on the Voronoi App
To learn more about the video game industry, check out this graphic that visualizes console launch prices, adjusted for inflation.
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