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Source document· April 20, 2026

Prediction: The Best Pick-and-Shovel AI Stock of 2026 Won't Be Nvidia or Broadcom

View original at nasdaq.com
“TSMC anticipates its operating profit margin to be 57.5% in Q2 (at the midpoint of its guidance range).”
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What we drew from this source

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  • TSMC anticipates operating profit margin of 57.5% in Q2 2026 at the midpoint of guidance range

    60% confidence
  • TSMC forecasts 32% year-over-year revenue increase in Q2 2026 to $39.6 billion

    60% confidence
  • TSMC expects revenue to increase by more than 30% in 2026, revised from earlier forecast of close to 30%

    60% confidence
  • Broadcom sees $100 billion in AI chip revenue in fiscal 2027, up from $20 billion in fiscal 2025

    60% confidence
  • TSMC is expected to continue raising prices for its advanced chip nodes over the next four years

    60% confidence
  • Nvidia anticipates $1 trillion in AI data center chip sales in 2026 and 2027

    60% confidence
  • TSMC could be the ultimate pick-and-shovel AI stock for 2026 and beyond due to its wider reach in AI chips than Nvidia and Broadcom

    60% confidence
  • Stock Advisor's total average return is 994%, outperforming the S&P 500's 199%

    60% confidence

Data points we hold from this source

Taiwan Semiconductor Manufacturing Company · forward earnings multiple25 ratio
Taiwan Semiconductor Manufacturing Company · net profit margin50.5 percent
Taiwan Semiconductor Manufacturing Company · eps3.49 USD
What we know · the intelligence behind this page
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What we're seeing
AI Capital Surge Meets Investor Caution: Record Funding Rounds and Government Contracts Amid Valuation Skepticism
A single-week cluster of large AI/fintech funding rounds (Socure, Stability AI, Emerald AI, Generalist AI, Instinct, Gatik, Regent Craft) shows venture capital still pouring into AI infrastructure, identity, and autonomy plays, while Palantir's Army TITAN contract win coincided with a 6% stock drop — signaling that even flagship AI-defense revenue isn't immune to market reassessment of AI valuations. Efficiency-focused innovations like Multiverse Computing's model compression suggest the sector is also pivoting toward cost/inference economics as capital intensity draws scrutiny.
Our read on the data ›
Signals we're tracking
EPKINLY Regulatory-Clinical Success Cascade
High probability of expanded label indications, additional combination approvals, and competitive positioning strength in follicular lymphoma market. Predicts positive commercial uptake and potential accelerated review for related indications.
Patterns we're watching ›
Where sources disagree
Morgan Stanley & Co. LLC
The same metric (eps) for the same entity (Morgan Stanley & Co. LLC) reported for the identical fiscal period (Q1 2026) and observation date (2026-03-31) has two conflicting values: 3.43 USD_per_share vs 3.08 USD. This is not a temporal change — both observations claim to measure the same point in time. The ~10% discrepancy (0.35 USD difference) is material for a financial metric.
We flag conflicts openly ›
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Prediction: The Best Pick-and-Shovel AI Stock of 2026 Won't Be Nvidia or Broadcom — Source | Via News | ViaNews EU