As of Jan. 17, there are 10 public companies in the world with valuations at least $1 trillion. With the exception of Warren Buffett's investment powerhouse, Berkshire Hathaway, each trillion-dollar stock is playing a role in the ongoing artificial intelligence (AI) revolution.

After gaining 110% over the last year, chip stock Taiwan Semiconductor Manufacturing (TSM -1.53%) joined its cohort, Nvidia, in the trillion-dollar club. With a current share price of $213, Taiwan Semi is trading near a 52-week high.

Below, I'm going to explore why TSMC could explore a stock split sooner than later and how such a move could impact investors.

Why might TSMC explore a stock split?

The chart below illustrates TSMC's market cap gains over the last year. In just 12 months, the company has seen its valuation essentially double from roughly $500 billion to more than $1 trillion today. Given this degree of valuation expansion in such a short timeframe, a stock split could be a reasonable move to make right now. 

TSM Market Cap Chart

TSM Market Cap data by YCharts

When a company splits its stock, the number of outstanding shares rises. For example, when Nvidia completed a 10-for-1 stock split several months ago, the number of outstanding shares increased by tenfold while the company's share price dropped by a factor of 10. All told, stock splits do not change a company's valuation.

Since splits result in an increased number of outstanding shares, it takes significantly more buying activity to push a stock price higher. This makes stock splits a potential signal of a bullish management team and its confidence of the company's long-term prospects. Pursuing a stock split could indicate that management believes the stock will continue to rise, even though unlocking these gains can become tougher to achieve due to a higher outstanding share count.   

Why TSMC may choose to keep things status quo

TSMC sits in a unique position in the chip realm. The company specializes in sophisticated fabrication processes that bring chips from Nvidia, Advanced Micro Devices, and many others to life.

Industry research suggests that investment in AI infrastructure will be in the trillions for years to come. And when it comes to GPUs in particular, the total addressable market (TAM) is expected to be worth nearly $300 billion by the end of the decade. Considering Nvidia, AMD, and many of the hyperscalers including Microsoft, Amazon, Alphabet, and Meta Platforms are all bringing more chipware to the market, I see TSMC experiencing AI tailwinds for several years to come.

But at more than $200 per share, isn't TSMC's stock is beginning to look expensive? Well, not so fast.

When it comes to valuation, looking at the share price alone won't tell you much. If you see that TSMC's stock price is $200 and Nvidia's is $140, that doesn't necessarily mean that Taiwan Semi is the more valuable company. In this example, Nvidia's market cap is $3.4 trillion -- nearly triple that of TSMC.

A person cutting $100 bill in half

Image Source: Getty Images

Is Taiwan Semiconductor stock a buy right now?

In order to get a gauge of whether or not TSMC stock is expensive, you'll need to look at valuation multiples. In the chart above, you can see that Taiwan Semi's forward price to earnings (P/E) ratio of 23.4 is nearly identical to that of the average forward P/E for the S&P 500 (^GSPC 1.00%)

TSM PE Ratio (Forward) Chart

TSM PE Ratio (Forward) data by YCharts

These dynamics suggest that investors view a position in TSMC as having the same upside as the broader market. When you look at TSMC in this way, the company's soaring valuation and high share price doesn't actually seem so pricey. Furthermore, given the upside from rising investment in AI capital expenditure (capex) over the next several years, I think it's highly likely that shares of TSMC will eventually receive a notable premium compared to the S&P 500.

For all of these reasons, I see Taiwan Semi as a compelling opportunity to buy and hold for the long run -- regardless of a split occurring or not.