Technology
Just 20 Stocks Have Driven S&P 500 Returns So Far in 2023
Just 20 Stocks Have Driven Most of S&P 500 Returns
Just 20 firms—mainly AI-related stocks—are propping up the S&P 500 and driving it into positive territory, signaling growing risk in the market.
The above graphic from Truman Du shows which stocks are making up the vast majority of S&P 500 returns amid AI market euphoria and broader market headwinds.
Big Tech Stock Rally
Tech and AI stocks have soared as ChatGPT became a household name in 2023.
The below table shows data from last month, highlighting that just a small collection of companies drove most of the action on the U.S. benchmark index.
Company Rank | Name | Contribution to S&P 500 Return | Average Weight |
---|---|---|---|
1 | Apple | 1.49% | 6.61% |
2 | Microsoft | 1.15% | 5.72% |
3 | NVIDIA | 1.00% | 1.62% |
4 | Meta | 0.66% | 1.15% |
5 | Amazon | 0.51% | 2.56% |
6 | Tesla | 0.50% | 1.39% |
7 | Alphabet (Class A Shares) | 0.34% | 1.72% |
8 | Alphabet (Class C Shares) | 0.31% | 1.53% |
9 | Salesforce | 0.19% | 0.51% |
10 | Advanced Micro Devices | 0.16% | 0.39% |
11 | General Electric | 0.10% | 0.28% |
12 | Visa | 0.10% | 1.08% |
13 | Broadcom | 0.09% | 0.73% |
14 | Intel | 0.09% | 0.35% |
15 | Walt Disney | 0.08% | 0.55% |
16 | Booking Holdings | 0.07% | 0.28% |
17 | Exxon Mobil | 0.06% | 1.37% |
18 | Netflix | 0.06% | 0.44% |
19 | Oracle | 0.06% | 0.40% |
20 | Adobe | 0.06% | 0.49% |
Top 20 Companies | 7.05% | 29.17% | |
S&P 500* | 7.55% | 100.00% |
*Based on the Vanguard S&P 500 ETF as of April 11, 2023. Source: Vanguard S&P500 ETF, Bloomberg.
Microsoft invested $10 billion into OpenAI, the creators of ChatGPT. It has also integrated generative AI into its search engine Bing. This large language model is designed specifically to make search capabilities faster, generate text, and perform other automations.
Also of interest is NVIDIA, which is the most valuable chipmaker in America. It sells $10,000 chips called A100s that allow machine learning models to run. These models perform multiple tasks simultaneously to develop neural networks and train AI systems, including OpenAI’s ChatGPT. Companies that are developing AI-related services, such as chatbots or image generation, may use up to thousands of these chips.
Despite being the world’s most valuable company and a key driver of returns, Apple is an outlier among tech giants with no major projects announced in AI (so far).
Implications of Market Divergence
The problem with the strong gains seen in a few select AI-related stocks is that it clouds wider stock market performance.
Without the AI-led rally, the S&P 500 would be returning -1.4%. as of May 17, 2023.
4. AI is fueling the stock market
A handful of stocks are spearheading the S&P 500's impressive 9% rally this year.
Here’s the kicker: if you excluded AI stocks, the S&P 500 would be down over 1% (according to Societe Generale). pic.twitter.com/SME1mJVpoW
— Rowan Cheung (@rowancheung) May 22, 2023
This form of steep divergence, known as market breadth, often signals higher risk in the market.
When more companies experience positive returns it is less risky than a small handful seeing the majority of the gains. Today market breadth is very narrow, and these companies make up over 29% of the entire index’s market capitalization.
How long AI-related firms mask the broader performance of the S&P 500 remains to be seen. A growing number of market pressures, from higher interest rates to banking uncertainty could add further challenges.

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
Charted: The Decline of U.S. Software Developer Jobs
The number of U.S. software developer job postings on Indeed hit its lowest point in 5 years, declining more than 33% from its 2020 levels.

Software Development Jobs in the U.S. on the Decline
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.
The surge in tech hiring in the U.S. in 2021 and 2022 represented one of the most aggressive talent grabs in industry history, only to be followed by widespread layoffs and hiring freezes as economic headwinds and post-pandemic corrections hit the sector.
This dramatic swing has reshaped the software development job market, leaving both companies and developers to navigate a new landscape of cautious growth and strategic hiring.
This graphic shows the percent change in software development job postings on Indeed U.S. since Feb. 1, 2020 to Feb. 28, 2025.
The data comes from Indeed via the Federal Reserve and is updated as of March 2025. Figures are seasonally-adjusted.
The U.S. Software Developer Hiring Boom Is Over
Below, we show the percent change in software development job postings on Indeed U.S. since Feb. 1, 2020 to Feb. 28, 2025.
Date | U.S. Software Development Job Listings (% change) |
---|---|
2020-02-01 | 0% |
2020-05-01 | -30.25% |
2020-08-01 | -30.70% |
2020-11-01 | -19.55% |
2021-02-01 | -1.33% |
2021-05-01 | 26.10% |
2021-08-01 | 51.31% |
2021-11-01 | 92.90% |
2022-02-01 | 123.28% |
2022-05-01 | 122.18% |
2022-08-01 | 93.37% |
2022-11-01 | 54.40% |
2023-02-01 | 22.23% |
2023-05-01 | -1.51% |
2023-08-01 | -17.80% |
2023-11-01 | -25.44% |
2024-02-01 | -27.13% |
2024-05-01 | -30.86% |
2024-08-01 | -30.41% |
2024-11-01 | -32.45% |
2025-02-01 | -33.36% |
2025-02-28 | -36.48% |
Breaking into tech as a software developer in 2025 won’t be as easy as it was before—job listings are at their lowest in five years, down more than 33% from 2020 levels.
Software development job postings soared in 2021 and 2022 as tech companies expanded rapidly, fueled by economic recovery and a surge in startup funding.
However, hiring slowed dramatically in 2023 as economic uncertainty, widespread layoffs, and reduced venture capital investment hit the industry.
Some other factors behind the decline in software developer jobs include the widespread adoption of AI-powered software development tools that enhance productivity and a shift in focus by tech companies toward efficiency rather than expansion.
Despite the overall decline in software development job postings, major tech hubs like the San Francisco Bay Area and New York have continued to see net job growth in the tech sector, including developer roles, over the past few years.
Learn More on the Voronoi App 
To learn more trends in the programming world, check out this graphic that ranks the most popular programming languages on GitHub from 2014 to 2024.
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