In this article, we will take a look at some of the best high-performance computing stocks that appear highly attractive. On April 8, Orion Market Research Pvt Ltd reported that the total value of the global High-Performance Computing (HPC) Memory market reached nearly $6.6 billion in 2025, with projections indicating a valuation of $40.4 billion in 2035 and a compound annual growth rate of 19%.
The fast growth of the segment presents many investment opportunities for the high-performance computing sector. Currently, the main memory manufacturers are Samsung Electronics, SK hynix, and Micron Technology, while the market leaders in the processor segment are Intel Corporation, Advanced Micro Devices, and NVIDIA Corporation.
With the increasing adoption of hyperscale data centers and AI infrastructure, the demand for bandwidth memory is likely to be high. Also, government spending on supercomputer projects and digital infrastructures will further drive this industry and market adoption.
The shift to a computing system built on memory and the use of DDR5, as well as other memory technologies in the future, will guarantee their long-term success. It is necessary for all investors to consider leading HPC companies for their portfolios. All ten companies shown below offer unique advantages in technology, market position, and future growth potential in the HPC space. With that background, let’s explore our top 10 high-performance computing companies to invest in.
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Our Methodology
To identify relevant stocks for this article, we screened for U.S.-listed companies with substantial exposure to high-performance computing. We ensured that the list contains stocks with market capitalizations above $2 billion. Also, we only shortlisted stocks with at least 10% upside potential, according to consensus, as of the April 22 close. Finally, we selected 10 stocks with the highest upside and ranked them in ascending order.
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 498.7% since May 2014, beating its benchmark by 303 percentage points (see more details here).
10. Nebius Group N.V. (NASDAQ:NBIS)
Nebius Group N.V. (NASDAQ:NBIS) is one of the top 10 high-performance computing companies to invest in.
On April 13, BofA analyst Tal Liani increased the price target on Nebius Group N.V. (NASDAQ:NBIS) from $150 to $175, while maintaining a Buy rating on the stock. The analyst reflected on the company’s new contracts with CoreWeave, which reinforced his positive view on future demand for AI infrastructure.
Liani also cited the size and form of contracts between hyperscalers and the capacity increase at the new data center facilities in Finland and Alabama. These factors support the company’s position as a key player in the AI infrastructure market, making it one of the top picks within the high-performance computing space.
On April 9, Nebius Group N.V. (NASDAQ:NBIS) revealed that the company is currently in active negotiations to acquire the Israeli artificial intelligence organization, AI21 Labs. This possible deal comes right after Nvidia Corp. (NASDAQ:NVDA) withdrew from earlier acquisition talks.
Sources suggest that AI21 Labs is actively seeking an exit. This comes after the company had struggled to achieve commercial success with its language models. However, it was able to create market traction for its specialized artificial intelligence agent management tool called Maestro.
Nebius Group N.V. (NASDAQ:NBIS) builds full-stack infrastructure for the global AI industry, which is designed for immense AI workloads. It offers large-scale GPU clusters, cloud platforms, and tools for developers, through its own servers and data architecture. The company also operates other businesses through TripleTen, ClickHouse, Toloka, and Avride brands.