Taiwan Semiconductor Manufacturing Company Limited (TSM) — closed signal from February 24, 2026
Partial Published before the outcome was known, scored automatically when the window closed on May 25, 2026.
Predicted vs. what happened
What happened
Reached 59% of the predicted growth at its peak, without hitting the target.
The thesis — published February 24, 2026
TSMC is central to the AI chip supply chain and can keep strong profit margins even while building more factories overseas. That mix helps justify its valuation. Shares may fall when headlines question AI demand, so buying after a controlled drop and proof of a rebound reduces risk while keeping exposure to AI-related growth.
Primary drivers
- Growing AI chip demand keeps advanced factory space in short supply
- Stable profit margins help the stock's value even during big investments
- Large trading liquidity means you can buy or sell without big price gaps
- Buying after a dip can lower your risk compared with chasing gains
How it played out
TSM: target missed, shares peaked below 450.31
Lyra published TSM on 2026-02-24 at 381.62 with expected growth of 18%. The thesis pointed to demand for artificial intelligence chips, tight advanced factory capacity, stable profit margins during overseas factory builds, large trading liquidity, and a dip-and-rebound entry setup. The target was 450.31.
Inside the window, TSM rose but did not reach the target. It peaked at 421.97 on 2026-05-14, a 10.6% gain, then ended at 404.52 on 2026-05-25. The thesis partly played out because the stock gained and stayed above the publication price, but the target was missed. It never got there.
What happened during the window
On 2026-04-16, TSMC reported first-quarter sales of $35.9 billion and forecast second-quarter revenue of $39 billion to $40.2 billion. On 2026-04-17, Tom's Hardware reported that TSMC lifted its 2026 revenue guidance to over 30% growth and moved capital spending toward the high end of $52 billion to $56 billion.
Prices are shown split- and dividend-adjusted, matching what public charts show today.
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This is one signal, scored after the fact. Today’s picks come with the same plain-language thesis — published before anyone knows the outcome.