We recently published a list of Billionaire Bruce Kovner’s 10 Stock Picks with Huge Upside Potential. In this article, we are going to take a look at where NVIDIA Corporation (NASDAQ:NVDA) stands against other stock picks with huge upside potential.

Bruce Kovner founded Caxton Associates in 1983, a New York-based trading and investment firm that was formed as the successor to Caxton Associates LP. Caxton is a wholly owned subsidiary of Caxton Europe LLP. Kovner retired in 2011, and his firm returned an average of 21% per year between its inception in 1983 and 2011. With his long-time partner Peter D’Angelo in charge of Caxton’s operations, Kovner concentrated on trading the financial and commodity markets based on his views of macroeconomic conditions. He is featured in Jack Schwager’s book “Market Wizards” as one of the greatest traders of all time. Here’s one of Kovner’s popular trading quotes from the book:

“Risk management is the most important thing to be well understood. Undertrade, undertrade, undertrade is my second piece of advice. Whatever you think your position ought to be, cut it at least in half.”

A lot of individuals enter financial markets with the notion that successful investors know something that the common man does not. However, the truth is that experienced investors understand and accept the inherent uncertainty of market outcomes. So they focus on the interplay of probability and the balance between risk and reward. Kovner also believes in the process of adaptation and adjustment. Here’s what he had to say about dealing with highly uncertain markets:

“First, I have the ability to imagine configurations of the world different from today and really believe it can happen. I can imagine that soybean prices can double or that the dollar can fall to 100 yen. Second, I stay rational and disciplined under pressure.”

Kovner dropped out of Harvard University and floated around a few aimless jobs before finding his love for trading. He also founded the Kovner Foundation, which manages his philanthropic activities. Today, Kovner is chairman of CAM Capital (Caxton Alternative Management Capital), which invests his private assets. Caxton Associates has 13 clients and discretionary assets under management (AUM) of $4.18 billion, according to the firm’s Form ADV dated 15 January 2025. The last reported 13F filing for Q4 2024 included $3.18 billion in managed 13F securities and a top 10 holdings concentration of 63.18%.

Our Methodology

To compile the list of billionaire Bruce Kovner’s 10 stock picks with huge upside potential, we sifted through Q4 2024 13F filings of Caxton Associates from Insider Monkey. From these filings, we checked the upside potential from CNN for the top 50 stock picks and ranked the stocks in ascending order of their upside potential. We have also added Caxton Associates’ stake in each stock as well as the broader hedge fund sentiment for it.

Note: All data was sourced on May 7.

Why are we interested in the stocks that hedge funds pile into? The reason is simple: our research has shown that we can outperform the market by imitating the top stock picks of the best hedge funds. Our quarterly newsletter’s strategy selects 14 small-cap and large-cap stocks every quarter and has returned 373.4% since May 2014, beating its benchmark by 218 percentage points (see more details here).

NVIDIA Corporation (NASDAQ:NVDA)

Caxton Associates’ Stake: $52.73 million

Number of Hedge Fund Holders: 223

Average Upside Potential as of May 7: 40.49%

NVIDIA Corporation (NASDAQ:NVDA) is a computing infrastructure company that offers graphics and compute & networking solutions. It sells its products to various parties such as OEMs, original device manufacturers, system integrators & distributors, independent software vendors, cloud service providers, and consumer internet companies.

On May 5, Piper Sandler kept its Overweight rating and $150 price target on NVIDIA due to its long-term growth potential. However, the firm warned that the company could lose up to 6.45% of its important data-center revenue if companies cut back on spending. This could mean about $9.8 billion in lost revenue if capital expenditures and demand from China decrease.

CEO Jensen Huang also stated that the Chinese AI market could reach $50 billion in a few years, and not being able to compete is a ‘tremendous loss’ for NVIDIA Corp. (NASDAQ:NVDA). In FY2025, NVIDIA  made $115.2 billion in data center revenue alone, which was more than double year-over-year. This was driven by its Blackwell and Hopper 200 products. The overall revenue totaled $130.5 billion for the year, which was up 114%.

Guinness Global Innovators is highly bullish on NVIDIA Corp. (NASDAQ:NVDA) due to its dominant AI chip market position. It stated the following in its Q4 2024 investor letter:

“For a second year running, NVIDIA Corporation (NASDAQ:NVDA) was the Fund’s top performing stock, delivering a stellar return of +177.7% over the year. Since the beginning of last year, Nvidia’s ‘Hopper’ GPUs have been at the centre of exploding demand for chips powerful and efficient enough to facilitate the energy intensive requirements of AI processes within datacentres. Initially possessing over 95% of market share in these types of chips, Nvidia have been quick to entrench their position as the technological leader in the space, launching the successor to the current ‘Hopper’ GPU in March, Blackwell, inhibiting the likes of AMD and Intel making meaningful inroads in taking share of the fast-growing market. Compared to the previous iteration (Hopper) which is continuing to fuel Nvidia’s extreme revenue growth, the Blackwell chip is twice as powerful for training AI models and has 5 times the capability when it comes to “inference” (the speed at which AI models respond to queries). Throughout the year, Nvidia’s financial performance has remained resilient. Quarterly revenues hit $35.1 billion in their most recent quarter, beating consensus expectations by 6% and representing a +94% year-over-year increase. Additionally, Nvidia’s data centre segment, driven by the Hopper (H100) chip, grew fivefold over the past year, underscoring the sustained demand for advanced AI infrastructure. The H100 chip, priced at around $40,000, continues to see significant adoption due to its ability to enhance AI model training efficiency while lowering overall costs. This growth is expected to continue as companies invest in upgrading existing data centres and building new ones, with Nvidia well-positioned to capture a significant share of the estimated $2 trillion market opportunity over the next five years. There have been some concerns over Blackwell production delays causing share price volatility however, Nvidia has recovered swiftly, driven by positive earnings results through the year and assurances from management regarding future supply. Additionally, the release of the H200 chip promises to extend Nvidia’s technological leadership, ensuring continued momentum into 2025. While Nvidia’s valuation remains a topic of debate, the stock is not at a significant premium to history, and it still appears reasonable given its dominant market position, innovative prowess, and exposure to long-term secular growth trends in AI, cloud computing, and data infrastructure. As a result, Nvidia remains well-positioned to deliver sustained outperformance over the long term, making it a cornerstone of growth-oriented portfolios.”

Overall, NVDA ranks 5th on our list of billionaire Bruce Kovner’s stock picks with huge upside potential. While we acknowledge the growth potential of NVDA, our conviction lies in the belief that AI stocks hold great promise for delivering high returns and doing so within a shorter time frame. There is an AI stock that went up since the beginning of 2025, while popular AI stocks lost around 25%. If you are looking for an AI stock that is more promising than NVDA but that trades at less than 5 times its earnings, check out our report about this cheapest AI stock.

READ NEXT: 20 Best AI Stocks To Buy Now and 30 Best Stocks to Buy Now According to Billionaires.

Disclosure: None. This article is originally published at Insider Monkey.