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

    60% confidence
  • TSMC anticipates operating profit margin of 57.5% in Q2 2026 at the midpoint of guidance range

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

    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
  • 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

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
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Berkshire Hathaway
Both facts report Berkshire Hathaway's cash position on 2026-01-01 with identical observation timestamps, but claim vastly different values: 380 billion USD vs 400 USD. These cannot both be true for the same entity at the same point in time. The magnitude of the discrepancy (a factor of ~10^9) rules out rounding, unit conversion, or methodological differences.
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