Stock Markets April 9, 2026 01:31 AM

BofA Identifies Asia-Pacific Chip Suppliers Best Placed for AI Processor Surge

Bank of America highlights TSMC, KYEC, Chroma ATE and Global Unichip as likely beneficiaries of rising TPU and ASIC production

By Derek Hwang
BofA Identifies Asia-Pacific Chip Suppliers Best Placed for AI Processor Surge

Bank of America has singled out a group of Asia-Pacific semiconductor firms it sees as well positioned to capture a rising share of revenue tied to artificial intelligence processor demand. The bank’s analysis emphasizes volume and revenue estimates tied to partnership-driven TPU and ASIC programs, led by Taiwan Semiconductor Manufacturing Company and followed by test, assembly and design-service providers.

Key Points

  • BofA expects Broadcom’s TPU program to drive significant front-end wafer and advanced packaging revenue for TSMC, contributing an estimated $4.5 billion and $6.1 billion from front-end capacity in 2026 and 2027 and an additional $2.3 billion and $2.6 billion from CoWoS packaging in the same years.
  • KYEC is identified as a leading test and probe partner for Broadcom and MediaTek, with those customers potentially accounting for about 9% and 15% of KYEC’s sales, respectively, and ASIC-related work contributing additional shares.
  • Chroma ATE’s valuation case is underpinned by a forecast 50% earnings CAGR for 2025-2027, driven by 35% sales growth, improved margins, an ROE near 35%, and substantial per-share net cash and free cash flow metrics.

Bank of America has released an analysis identifying semiconductor companies in the Asia-Pacific region that it believes will see meaningful revenue growth as customers scale production of AI processors. The report focuses on front-end wafer requirements, advanced packaging supply, test and assembly services, and third-party design support connected to tensor processing units - or TPUs - and application-specific integrated circuits - ASICs.

Below are the companies BofA highlights and the bank’s estimates of the volume and revenue implications tied to specific customers and programs.


Taiwan Semiconductor Manufacturing Company (TSMC)

BofA projects that Broadcom’s TPU business will require 150,000 and 210,000 units of advanced front-end capacity support from TSMC in 2026 and 2027, respectively. The bank translates that demand into roughly $4.5 billion in sales for TSMC in 2026 and $6.1 billion in 2027.

On advanced packaging, BofA estimates Broadcom will secure about 190,000 and 230,000 CoWoS wafer supply slots for the project in those same years, contributing an additional $2.3 billion and $2.6 billion in TSMC revenue. When combined with Broadcom’s own product lines and broader ASIC opportunities that include work for customers such as Meta, OpenAI and Apple, BofA calculates these sources could account for 11% and 14% of TSMC’s total sales in 2026 and 2027, up from roughly 6% across 2023-2025.


King Yuan Electronics (KYEC)

BofA describes KYEC as the company best positioned to capture growing TPU-related test volumes tied to Broadcom’s training chipsets and MediaTek’s inference chips. The bank notes KYEC holds a dominant share for final chipset testing for both Broadcom and MediaTek, and that the company has added chip probing work outsourced by TSMC.

Under BofA’s scenario, Broadcom and MediaTek could represent about 9% and 15% of KYEC’s sales, respectively. The bank also allocates roughly 5% and 1% of KYEC’s sales to ASIC-related business from those customers.


Chroma ATE

BofA sets a price target for Chroma ATE of NT$1,750, applying a 35 times 2027 price-to-earnings multiple. The valuation rests on several forecasted operating outcomes: a 50% compound annual growth rate in earnings for 2025-2027 driven by 35% sales growth, expanding gross and operating margins, a return on equity rising toward approximately 35%, net cash of about NT$21 per share, and free cash flow generation around NT$15 per share per year.


Global Unichip Corporation (GUC)

BofA estimates GUC will need to secure bookings for 21,000 and 32,000 3nm wafers in 2026 and 2027 to support Google’s Axion CPU production paired with TPUs. The bank projects those volumes would translate into roughly $570 million and $960 million in sales for GUC, which would represent about 37% and 40% of the company’s total sales in each year.


BofA’s recommendations focus on measurable capacity and revenue assumptions tied to specific customer programs and manufacturing nodes. The bank’s estimates quantify how partnerships and outsourced services across wafer fabrication, advanced packaging, final test and design support could shift revenue composition for these Asia-Pacific companies as AI-focused chip production scales.

Risks

  • Revenue and capacity projections are tied to the successful execution of customer programs such as Broadcom’s TPU initiative and Google’s Axion CPU pairing; delays or changes in those programs would affect related sales estimates - impacts are concentrated in the semiconductor manufacturing and packaging supply chain.
  • Estimated shares of company revenue rely on specific wafer counts and packaging volumes for defined years; any shortfall in booked wafer demand (for example, below the 150,000/210,000 front-end or 190,000/230,000 CoWoS estimates) would reduce the projected sales contributions - affecting foundry and advanced packaging segments.
  • Valuation assumptions for companies like Chroma ATE depend on forecasted margin expansion, ROE improvement and free cash flow generation; if operational performance or margin improvement underperforms the projected 35% sales growth and 50% earnings CAGR, the price objective could be unsupported - this primarily affects test equipment and ATE sectors.

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