We recently published a list of the 12 Reddit Stocks with High Potential. In this article, we are going to take a look at where Taiwan Semiconductor Manufacturing Co. Ltd. (NYSE:TSM) stands against other Reddit stocks with high potential.

On April 15, Monica Guerra, Morgan Stanley Wealth Management Head of US Policy, joined ‘Closing Bell Overtime’ on CNBC to discuss how investors should avoid knee-jerk reactions when it comes to volatility. Monica Guerra pointed out the significance of focusing on President Trump’s statements, as they contribute to market volatility despite their mixed and unclear nature. She acknowledged that deciphering his comments is challenging because they lack clarity but staying attentive to both presidential statements and congressional actions is still crucial. She stressed that policy certainty might emerge once Congress finalizes the budget, which is expected around August this year.

She also emphasized that while the day started positively with markets up by 0.79%, the situation otherwise remains uncertain. She reminded clients that the 90-day reprieve on tariffs is not the end of the story and the ongoing studies on semiconductors could lead to additional pressures related to tariffs and market volatility. Guerra noted that tariff revenues are being considered as funding sources for tax cuts and this interplay between tariffs and taxes could influence market volatility. On discussing future developments in tariff policy, she mentioned that more than 70 countries have approached President Trump in attempts to renegotiate the universal 10% tariff and reciprocal tariffs. She cautioned that even if reciprocal tariffs are eliminated and only the universal tariff remains, additional increases could be highly inflationary. China’s effective tariff rate is already at 145% and adding reciprocal tariffs could push inflationary pressures further.

Guerra advised clients against reacting impulsively to such news and encouraged them to focus on long-term investment goals.

Our Methodology

We sifted through Reddit threads to make a list of the top stocks with the highest analysts’ upside potential (at least 30%) as of April 15. The stocks are ranked in ascending order of their upside potential. We have also added the hedge fund sentiment for each stock, as of Q4 2024. The hedge fund data was sourced from Insider Monkey’s database which tracks the moves of over 1000 elite money managers.

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).

A close-up of a complex network of integrated circuits used in logic semiconductors.

Taiwan Semiconductor Manufacturing Co. Ltd. (NYSE:TSM)

Number of Hedge Fund Holders: 186

Average Upside Potential as of April 15: 56.25%

Taiwan Semiconductor Manufacturing Co. Ltd. (NYSE:TSM) manufactures, packages, tests, and sells integrated circuits and other semiconductor devices. It provides various wafer fabrication processes, such as processes to manufacture complementary metal-oxide-semiconductor (CMOS) logic, mixed-signal, radio frequency, embedded memory, bipolar CMOS mixed-signal, and others.

The company’s dominance in the market is evident as it increased its market share from 63% to 67% in Q4 2024 while maintaining over 90% market share in advanced chip manufacturing. TSMC’s 3nm and 2nm process yields outperform its closest competitor, which is Samsung, by 20% and 40%, respectively. These advanced process technologies are needed to develop high-performance AI chips.

In 2024, the company’s HPC segment made up 51% of its total revenue. The segment’s revenue rose by 58% year-over-year which was driven by AI-related applications. The company’s AI accelerators, which contributed a mid-teens percentage to its total revenue, include AI GPUs, AI ASICs, and HBM controllers. Taiwan Semiconductor Manufacturing Company Ltd. (NYSE:TSM) forecasts that revenue growth from AI accelerators will reach a mid-40% CAGR for five years starting from 2024.

The company’s results and guidance showcased strong AI chip demand, which is why Sands Capital Technology Innovators Fund stated the following regarding Taiwan Semiconductor Manufacturing Company Limited (NYSE:TSM) in its Q4 2024 investor letter:

“Taiwan Semiconductor Manufacturing Company Limited (NYSE:TSM) third-quarter 2024 results and guidance showcased strong continued demand for artificial intelligence (AI) chips. Revenue increased by 29 percent, and earnings saw a 54 percent rise year-over-year. Gross margins were at their highest since 2022, bolstered by price hikes and record utilization at both the 3 nanometer (nm) and 5nm nodes. TSMC’s full-year revenue outlook was revised upward from 25 percent to 30 percent growth. The company also anticipates higher capital expenditure in 2025, a leading indicator for revenue.

Meanwhile, TSMC’s competitive position within the leading-edge chip fabrication industry has improved. The company noted that demand for its next-generation 2nm (N2) node is considerably higher than for its predecessor, N3. Additionally, TSMC has more capacity for N2 than N3. This situation contrasts with Intel and Samsung, which both recently disclosed struggles in ramping up their leading-edge nodes. Together, Intel and Samsung account for approximately $25 billion of foundry revenue, which could potentially migrate to TSMC over time…” (Click here to read the full text)

Overall, TSM ranks 3rd on our list of the 12 Reddit stocks with high potential. While we acknowledge the growth potential of TSM, 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 TSM but that trades at less than 5 times its earnings, check out our report about the 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.