Taiwan Semiconductor Manufacturing Company Ltd. (NYSE:TSM) remained in focus during Monday’s premarket session as investors reacted to new developments in its partnership with NVIDIA Corp. (NASDAQ:NVDA) and growing enthusiasm around AI-driven semiconductor production.

The stock also benefited from a broadly positive backdrop for large-cap technology shares, with major U.S. indexes trading modestly higher before the open.

NVIDIA, Taiwan Semiconductor Bring AI To The Chip Factory Floor

NVIDIA said Taiwan Semiconductor is deploying its accelerated computing and AI technologies across key manufacturing processes, including lithography, transistor and process simulation, advanced process control, and fab operations.

The initiative aims to improve production turnaround times, boost energy efficiency, increase yields, and enhance productivity at advanced fabrication facilities.

The update also highlighted Taiwan Semiconductor’s use of NVIDIA Metropolis and the NVIDIA TAO Toolkit for AI-powered defect inspection.

These tools help identify nanometer-scale defects while reducing the need for repeated data labeling and model retraining, further streamlining manufacturing operations.

Local Investors Fuel Taiwan Semiconductor’s Rally

Taiwan Semiconductor also drew attention as the valuation premium of its U.S.-listed ADRs over its Taipei-listed shares fell to a two-year low.

Bloomberg reported on Monday that the ADR premium averaged 13.7% in May, down from 26% in December, as Taiwanese investors increased their exposure to the chipmaker on expectations that AI-driven demand will remain strong.

The company’s Taipei-listed shares have climbed more than 50% this year, outpacing the ADRs’ gains of less than 40%.

Regulatory changes allowing local equity funds to allocate more capital to domestic stocks, combined with strong retail interest in AI-related companies, have helped drive the rally.

Analyst Sees Stronger AI Conviction in Taiwan

Vincent Fernando, executive director at Zero One Investment Research, said Taiwanese investors have become significantly more optimistic about the AI cycle than their U.S. counterparts and are less concerned about a potential AI bubble.

He noted that domestic investors are increasingly shaping Taiwan Semiconductor’s valuation, reducing the influence of foreign investors who historically drove demand for the stock.

That optimism helped push Taiwan Semiconductor’s Taipei-listed shares to a record high ahead of Computex, Asia’s largest technology exhibition, underscoring continued confidence in AI-related growth opportunities.

Taiwan Semiconductor Technical Analysis

TSM is still in a strong longer-term uptrend, trading about 4.1% above its 20-day SMA ($407.15) and 31.9% above its 200-day SMA ($321.38), which keeps the primary trend pointed higher even after prior pullbacks.

The 20-day SMA being above the 50-day SMA adds a near-term bullish tilt, and the golden cross (50-day above 200-day) that formed in June 2025 continues to support the bigger-picture trend narrative.

Momentum also looks to be improving: the MACD is above its signal line, and the histogram is positive, which typically suggests downside pressure is fading and buyers are regaining control.

In plain terms, when the MACD is above its signal line, it often indicates the recent price action is strengthening relative to the prior downswing.

  • Key Support: $385.00 — a nearby level where buyers previously stepped in, sitting close to the 50-day EMA ($386.90) and acting as a practical “line in the sand” if the stock pulls back.

Taiwan Semiconductor is the world’s largest dedicated chip foundry, with about 70% market share in 2025, and it sits at the center of the fabless chip model that powers much of today’s semiconductor industry.

Earnings & Analyst Outlook

Looking further out, the next major catalyst for the stock arrives with the July 16, 2026 (estimated) earnings report.

  • EPS Estimate: $3.69 (Up from $2.47 YoY)
  • Revenue Estimate: $39.76 Billion (Up from $30.07 Billion YoY)
  • Valuation: P/E of 35.8x (Indicates premium valuation relative to peers)

Analyst Consensus & Recent Actions: The stock carries a Buy rating with an average price forecast of $420.00. Recent analyst moves include:

  • Barclays: Overweight (Raises forecast to $470.00) (April 22)
  • DA Davidson: Buy (Maintains forecast to $450.00) (April 17)
  • Needham: Buy (Raises forecast to $480.00) (April 16)

Taiwan Semiconductor Price Action

TSM Price Action: Taiwan Semiconductor shares were up 1.36% at $424.14 during premarket trading on Monday. The stock is trading near its 52-week high of $430.55, according to Benzinga Pro data.

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