Asia Pac ECM and Index Rebal, Shenton Research

Ke Yan, CFA, FRM

Asia Pac ECM and Index Rebal

Asia Pac IPO & Placement Research, China Biotech

DZT Research

DZT Research is an independent Asia Pacific equity specialist. Our quantitative research covers index rebalancing flows, alongside exchange data analytics accross Asia Pacific. On the equity capital markets side, we focus on Asia Pacific ECM, especially biotech and TMT. Our lead analyst is frequently cited by international media.

Quantitative Analysis

<ul>
<li>We analyzed the changes in foreign holdings of TWSE Stocks as of Jun 5th. The aggregated holding was USD2,282.9bn.</li>
<li>We estimate that foreign flows to be outflows of USD3,589mln. We tabulate the league tables for top changes by value for 1W/4W/1Y and top stocks held by foreign institutions.</li>
<li>We highlight changes of foreign holdings in TSMC, UMC, Quanta Computer, MediaTek, Winbond Electronics.</li>
</ul>


We analyzed the changes in foreign holdings of TWSE Stocks as of Jun 5th. The aggregated holding was USD2,282.9bn.
We estimate that foreign flows to be outflows of USD3,589mln. We tabulate the league tables for top changes by value for 1W/4W/1Y and top stocks held by foreign institutions.
We highlight changes of foreign holdings in TSMC, UMC, Quanta Computer, MediaTek, Winbond Electronics.


TWSE Foreign Holding Weekly (Jun 5th): TSMC, UMC, Quanta Computer, MediaTek, Winbond Electronics

<ul>
<li>We analysed the earning revision of component stocks of MS-Taiwan in the past month.</li>
<li>We tabulated stocks with the top impact on index's EPS, stocks' EPS revision, and revenue revision.</li>
<li>We highlighted EPS revision on Hon Hai Precision, Taiwan Cement, Catcher Technology, Fubon Financial, China Steel, TSMC, Nan Ya Plastics.</li>
</ul>


We analysed the earning revision of component stocks of MS-Taiwan in the past month.
We tabulated stocks with the top impact on index's EPS, stocks' EPS revision, and revenue revision.
We highlighted EPS revision on Hon Hai Precision, Taiwan Cement, Catcher Technology, Fubon Financial, China Steel, TSMC, Nan Ya Plastics.


MS-Taiwan Index Earning Revision (May): Hon Hai Precision, Taiwan Cement, Catcher Technology, TSMC

Technical Analyst, Vermilion Research

Joe Jasper

Technical Analyst

Technical and Quantitative Research

Vermilion Research

Vermilion’s objective is to deliver timely, actionable, and unique technical research to professional investors through the application of our various technical indicators.

Our research strategists seek to highlight securities which we believe are at major inflection points, based on our various technical and quantitative indicators, and offer asymmetric risk/return profiles. Our unique research methodology, centered on relative strength, enables our strategists to deliver superior investment recommendations.

Our process begins by organizing the universe of actively traded stocks into discrete sectors, then into industry groups. We then apply our technical and quantitative tools to identify developing price trends. Once attractive trends are identified within a selected sector or group, we screen for individual stocks which we believe offer the best risk/reward profile. We provide a historical perspective that often reveals, through our long-term charts, how price patterns often repeat themselves over time.

Technical Analysis

Shanghai Stock Exchange Composite Index / Technical Analysis

Shanghai Stock Exchange Composite Index (SHCOMP INDEX)

The MSCI EM index continues to develop positively from a price perspective and we expect higher prices ahead. China remains leadership -- overweight. At the same time we recommend selectivity in new purchases considering many Chinese equities are extended. In this report we highlight a number of attractive stocks from Chines markets as well as opportunities within Greece, South Africa, India, and Taiwan.

The MSCI EM index continues to develop positively from a price perspective and we expect higher prices ahead. China remains leadership -- overweight. At the same time we recommend selectivity in new purchases considering many Chinese equities are extended. In this report we highlight a number of attractive stocks from Chines markets as well as opportunities within Greece, South Africa, India, and Taiwan.

EM Equity Strategy: Remain Overweight China

Managing Director, Zero One, Zero One

Vincent Fernando, CFA

Managing Director, Zero One

Zero One

Founded in 2015, Zero One produces independent investment research and provides corporate finance advisory services with a focus on both listed and private technology companies. Founder Vincent Fernando has over 20 years of experience in US and Asia capital markets.

Independent Investment Research

Equity Bottom-Up

Hon Hai Precision Industry / Equity Bottom-Up

<ul>
<li>Mike Sayre previously co-founded KABAM Robotics, the Singapore-founded autonomous-robot business that operates as the advanced-engineering arm of Taiwan-listed PATEC Group (Patec Precision Industry (2236 TT)).</li>
<li>For Physical AI, the missing layer is a tactile-force data engine, not more compute. Billions are flowing into vision-only training, but high-fidelity interaction-force data that vision-language-tactile models need is scarce.</li>
<li>Taiwan already dominates the mechanical layers a robot needs to move and act. The sim-to-real gap is widest on contact physics -- sensors for material compliance, friction, and tactile feedback.</li>
</ul>


Mike Sayre previously co-founded KABAM Robotics, the Singapore-founded autonomous-robot business that operates as the advanced-engineering arm of Taiwan-listed PATEC Group (Patec Precision Industry (2236 TT)).
For Physical AI, the missing layer is a tactile-force data engine, not more compute. Billions are flowing into vision-only training, but high-fidelity interaction-force data that vision-language-tactile models need is scarce.
Taiwan already dominates the mechanical layers a robot needs to move and act. The sim-to-real gap is widest on contact physics -- sensors for material compliance, friction, and tactile feedback.


TechChain Insights Q&A: 'Force Blindness' Is Physical AI's Bottleneck - More Important Than Compute

<ul>
<li>We analyzed the changes in foreign holdings of TWSE Stocks as of May 29th. The aggregated holding was USD2,287.1bn.</li>
<li>We estimate that foreign flows to be inflows of USD6,743mln. We tabulate the league tables for top changes by value for 1W/4W/1Y and top stocks held by foreign institutions.</li>
<li>We highlight changes of foreign holdings in Hon Hai Precision, Zhen Ding Technology, Nanya Technology, Powerchip Semiconductor Manufacturing, Quanta Computer.</li>
</ul>


We analyzed the changes in foreign holdings of TWSE Stocks as of May 29th. The aggregated holding was USD2,287.1bn.
We estimate that foreign flows to be inflows of USD6,743mln. We tabulate the league tables for top changes by value for 1W/4W/1Y and top stocks held by foreign institutions.
We highlight changes of foreign holdings in Hon Hai Precision, Zhen Ding Technology, Nanya Technology, Powerchip Semiconductor Manufacturing, Quanta Computer.


TWSE Foreign Holding Weekly (May 29th): Hon Hai Precision, Zhen Ding Technology, Nanya Technology

Taiwan

Delta Electronics Inc. manufactures power supplies and video display products. The Company's products include switching power supplies, telecom power systems, uninterrupted power supply (UPS), variable speed alternating current (AC) monitor drives, high resolution color monitors, and projectors.  Delta also manufactures magnetic and networking components.

Price Gauge
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Delta Electronics (2308 TT)

TWSE Foreign Holding Weekly (Jun 5th): TSMC, UMC, Quanta Computer, MediaTek, Winbond Electronics

We analyzed TWSE foreign holding data for the past week and highlighted foreign holding changes in TSMC, UMC, Quanta Computer, MediaTek, Winbond...

Ke Yan, CFA, FRM

MS-Taiwan Index Earning Revision (May): Hon Hai Precision, Taiwan Cement, Catcher Technology, TSMC

We analyzed MS-Taiwan's consensus for May 2026 and highlighted changes of EPS in Hon Hai Precision, Taiwan Cement, Catcher Technology, Fubon...

Ke Yan, CFA, FRM

EM Equity Strategy: Remain Overweight China

The MSCI EM index continues to develop positively from a price perspective and we expect higher prices ahead. China remains leadership --...

Vermilion Research

TechChain Insights Q&A: 'Force Blindness' Is Physical AI's Bottleneck - More Important Than Compute

Mike Sayre co-founded KABAM Robotics, the advanced-engineering arm of Taiwan-listed PATEC Group. The missing layer in robotics now is tactile...

Vincent Fernando, CFA

TWSE Foreign Holding Weekly (May 29th): Hon Hai Precision, Zhen Ding Technology, Nanya Technology

We analyzed TWSE foreign holding data for the past week and highlighted foreign holding changes in Hon Hai Precision (2317 TT), Zhen Ding...

Ke Yan, CFA, FRM

Price Gauge

52-week Range

Market Cap (USDm)

P/E

Dividend (Yield)

TWSE Foreign Holding Weekly (Jun 5th): TSMC, UMC, Quanta Computer, MediaTek, Winbond Electronics

We analyzed TWSE foreign holding data for the past week and highlighted foreign holding changes in TSMC, UMC, Quanta Computer, MediaTek, Winbond...

Ke Yan, CFA, FRM

MS-Taiwan Index Earning Revision (May): Hon Hai Precision, Taiwan Cement, Catcher Technology, TSMC

We analyzed MS-Taiwan's consensus for May 2026 and highlighted changes of EPS in Hon Hai Precision, Taiwan Cement, Catcher Technology, Fubon...

Ke Yan, CFA, FRM

EM Equity Strategy: Remain Overweight China

The MSCI EM index continues to develop positively from a price perspective and we expect higher prices ahead. China remains leadership --...

Vermilion Research

TechChain Insights Q&A: 'Force Blindness' Is Physical AI's Bottleneck - More Important Than Compute

​Mike Sayre co-founded KABAM Robotics, the advanced-engineering arm of Taiwan-listed PATEC Group. The missing layer in robotics now is tactile...

Vincent Fernando, CFA

TWSE Foreign Holding Weekly (May 29th): Hon Hai Precision, Zhen Ding Technology, Nanya Technology

We analyzed TWSE foreign holding data for the past week and highlighted foreign holding changes in Hon Hai Precision (2317 TT), Zhen Ding...

Ke Yan, CFA, FRM

Mike Sayre co-founded KABAM Robotics, the advanced-engineering arm of Taiwan-listed PATEC Group. The missing layer in robotics now is tactile...