TSMC just posted record revenue while bubble warnings swirl — buy the dips in the AI supply chain's toll collector

Verdict: the thesis is real, the trade isn't ready — wait for the corrected entry

The supply-shortage thesis is the real thing: ASML's warning of 2027-2028 capacity constraints, per the Reuters report from October 14, 2026, lands exactly on the company already running a 56.1% gross margin, a 40.0% net margin, and the 99.9th-percentile free cash flow among 833 Information Technology peers. FY2024 delivered 33.9% revenue growth, 36.0% net income growth, and free cash flow up 197.9% to TWD 870.2B — pricing power in action. Against that, margins are still below the FY2022 peaks of 59.6% gross and 49.5% operating, the next capacity race means heavy capex that will compress free cash flow, and the insider buying in the provisional September 30, 2026 filing — about $370K net across 130 holders — is far too small to read as conviction. Critically, the trade itself is not live: the compiled entry demanded a daily close at or below $0.02, so the rules never fired across 1,236 daily bars, and the parameter re-search timed out with no robust setup established. **Wait** — thesis conviction is high, entry readiness is zero. The January earnings update covering the December quarter, and specifically any 2026 pricing guidance, is the fact most likely to flip this into an actionable buy.

Trade now: TSM long — the setup is close, but one gate is mispriced

TSM closed at $445.12, above its 50-day moving average of $439.17, and three of the four entry conditions are close to actionable: the stochastic line has just crossed back above its signal (that filter is live), price sits above the 50-day average, and the trend-strength reading of 17.1 needs only a modest push above 20. The blocker is the price gate, which demands a daily close at or below $0.02 — roughly $445 away from the current price. No pullback setup in this thesis could ever satisfy that threshold, and the research author has already requested a bounded optimization of it. That search ran out of time budget without producing a robust recommended setup, so until it completes, the actionable read is: this is a waiting setup, not an entry today. The published price gate is a compiled-threshold error, not a sign of rarity — a stochastic cross plus trend confirmation plus price above the 50-day average describes a recurring dip-and-resume condition. Watch for the corrected gate. If it is reset to something thesis-consistent (a pullback toward the 50-day average, currently $439.17, or support at $441.01), the remaining filters would likely confirm within days: the trend-strength reading needs to rise 2.9 points, and the stochastic cross is already in place. Risk framing once triggered: the strategy's hard stop sits at a 2.3% loss (about $434.72 from here) and the take-profit at a 4.7% gain (about $466.02), an effective reward-to-risk of roughly 2-to-1. An alternative stop reference is the second support level at $419.60, and the RSI exit above 75 (currently 38.3) means the strategy is designed to hand back gains only in an overheated tape. "Wait" means: do not chase at $445 above the entry zone; set alerts at $441.01 support and at the 50-day average at $439.17, and act when the corrected entry conditions print together.

A capacity crunch with TSMC sitting at the choke point

The core of the thesis — that ASML cannot meet AI-driven demand in 2027-2028, per the Reuters report from October 14, 2026 — is a supply-constraint argument, and TSMC's own numbers show what happens when supply is the binding input. FY2024 revenue grew 33.9% year over year to TWD 2.89 trillion, net income jumped 36.0% to TWD 1.16 trillion, and net margin expanded to 40.0% while gross margin rose to 56.1%. That is rare pricing power: revenue growing by a third while margins simultaneously widen means the company is not discounting to win volume. The cash generation backs the story beyond the income statement. Free cash flow nearly tripled, up 197.9% to TWD 870.2 billion in FY2024 after a capex-heavy 2023,…

Scores

• Conviction score breakdown: 48
• Thesis support: 72
• Trade readiness: 15
• Risk quality: 55
• Trigger proximity: 20
• Fundamentals trend: 78

Watch items

• TSM — Daily close vs entry price gate
• TSM — Stochastic (14) %K vs %D cross
• TSM — ADX (14)
• TSM — Price vs EMA (50)
• TSM — RSI (14) exit threshold
• TSM — Price vs second support level
• TSM — Next quarterly earnings report
• TSM — Insider net open-market activity
• TSM — Next dividend ex-date