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Taiwan Semiconductor Manufacturing (NYSE:TSM) Hits Record August Revenue, Is The AI Upside Already Priced In?

Simply Wall St·09/12/2026 10:22:58
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Taiwan Semiconductor Manufacturing (TSM) just posted record August revenue of NT$514.8 billion, with sales up 53.3% year over year, after artificial intelligence chip demand pushed its foundry business to fresh highs.

Recent headlines around Taiwan Semiconductor Manufacturing have been busy, from record August sales tied to AI chips to fresh ETF launches that bundle the foundry alongside peers. The share price at US$433.24 reflects that interest with a 35.55% year to date share price return and a 68.49% total shareholder return over the past year, while the multi year total shareholder return in the hundreds of percent shows how strongly the story has already been repriced as investors weigh further growth potential against higher expectations and rising capital spending risk.

Spot fresh AI foundry momentum by scanning beyond Taiwan Semiconductor Manufacturing, and into a curated set of 89 AI infrastructure stocks.

The AI rush has already re-rated Taiwan Semiconductor Manufacturing in a big way. The question now is simple: Is most of the payoff already priced in, or does the current valuation still leave meaningful upside on the table?

Most Popular Narrative: 14.5% Overvalued

On one side sits the Simply Wall St narrative fair value of $378.29 for Taiwan Semiconductor Manufacturing. On the other sits the latest close at $433.24, a clear premium that raises the bar for what needs to go right from here.

The verdict on the price is unchanged: it sits above anything my appraisal can support. What follows is why a much better quarter did not produce a much bigger number. None of it is advice about what you should do with your money, it is an account of what the arithmetic says, and you are welcome to check every step.

Read the complete narrative.

The current narrative on Taiwan Semiconductor Manufacturing leans heavily on exceptional profitability, ambitious capital spending, and a long runway of forecast revenue and earnings growth. Want the full picture of how those moving parts combine into a single fair value line, and what assumptions about future margins and growth rates have to hold for that number to stay intact? The details sit inside that narrative, not in the headline price.

Result: Fair Value of $378.29 (OVERVALUED)

Have a read of the narrative in full and understand what's behind the forecasts.

Still, the Taiwan Semiconductor Manufacturing story can be upset by a sharper than expected AI spending slowdown or by a geopolitical shock that hits Taiwan based operations.

Find out about the key risks to this Taiwan Semiconductor Manufacturing narrative.

Another View On Taiwan Semiconductor Manufacturing’s Valuation

The narrative fair value pins Taiwan Semiconductor Manufacturing at $378.29 and calls the stock overvalued at $433.24. Yet the current P/E of 28.2x is well below both the US Semiconductor industry on 47.9x and peers on 56.1x, and even below a fair ratio of 43.1x. Is the story rich while the multiple still leaves room, or is that gap simply the risk premium talking?

See what the numbers say about this price — find out in our valuation breakdown.

NYSE:TSM P/E Ratio as at Sep 2026
NYSE:TSM P/E Ratio as at Sep 2026

Next Steps

Mixed on the story so far or feeling pulled in both directions by Taiwan Semiconductor Manufacturing’s AI upside and the risks around it? Move quickly from headline impressions to your own conclusion by weighing the 4 key rewards and 1 important warning sign.

Looking for more ideas beyond Taiwan Semiconductor Manufacturing?

If Taiwan Semiconductor Manufacturing has your attention, do not stop there. Broaden your watchlist with other focused ideas that could sharpen your next move.

This article by Simply Wall St is general in nature. We provide commentary based on historical data and analyst forecasts only using an unbiased methodology and our articles are not intended to be financial advice. It does not constitute a recommendation to buy or sell any stock, and does not take account of your objectives, or your financial situation. We aim to bring you long-term focused analysis driven by fundamental data. Note that our analysis may not factor in the latest price-sensitive company announcements or qualitative material. Simply Wall St has no position in any stocks mentioned.