TSMC 2nm Production Gains Momentum as MediaTek Unveils New Chip Backed by Nvidia and Alphabet

Yahoo Finance ·

Taiwan Semiconductor Manufacturing Company is accelerating its 2nm rollout following MediaTek's launch of the Dimensity 9600 Pro on September 15. The flagship mobile chip utilizes TSMC's cutting-edge process, offering a 51% boost in LLM prefill performance. MediaTek recently secured $3.5 billion in funding from NVIDIA and participated in a $3.9 billion bond sale backed by Alphabet. TSMC reported that 2nm wafers generated 3% of its revenue in Q2, with management projecting a sharp production ramp in the second half, despite a potential 3 to 4 percentage point dilution in gross margins. Institutional interest remains strong, with Insider Monkey noting 249 hedge funds holding TSM and 285 invested in NVDA during Q2 2026. While the partnership strengthens Nvidia's rack-scale ecosystem via NVLink Fusion, it also underscores shifting dynamics in the custom silicon market.

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MediaTek's launch of the Dimensity 9600 Pro utilizing TSMC's 2nm process is accelerating advanced semiconductor mass production. NVIDIA and Alphabet are participating in MediaTek's large-scale financing, strengthening cooperation in AI chips and custom silicon. This expansion of the 2nm process is expected to drive TSMC's revenue growth while acting as a short-term dilution factor for margins.

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MediaTek's mass production of 2nm chips diversifies TSMC's advanced process demand to non-Apple customers, which will steeply drive up the 2nm share—recorded at 3% of wafer revenue in Q2—in the second half. However, TSMC's gross margin in the second half could drop by 3 to 4 percentage points during the initial ramp-up process, so short-term profitability pressure must be monitored.

The bullish scenario is that strong 2nm adoption maintains TSMC's exclusive pricing power and high utilization rates for years, while the bearish scenario is that intensifying custom chip competition erodes demand for NVIDIA's core GPUs. Investors should monitor TSMC's margin recovery pace and indicators of custom AI chip ecosystem expansion.

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