HarmoniQ Insights

William Mann

Independent Insight Provider

At HarmoniQ Insights, we empower investors to enhance their investment strategies by integrating cutting-edge quantitative research processes and technologies. Our solutions provide access to leading quantitative data providers and services, tailored to align with each client’s unique goals. By bridging the gap between traditional investment approaches and advanced data-driven methods, we help clients gain a competitive edge through innovation in both process and technology.

Quantitative Analysis

<ul>
<li>
Novel Twist Steepening Analysis: Empirically validated sector rotation opportunities in the current yield curve environment with rising long-term rates and falling short-term rates.</li>
<li>
Integrated Machine Learning Framework: Advanced ML techniques identify non-linear macro-asset relationships traditional models miss, enhancing strategy robustness during regime transitions.</li>
<li>
Actionable Cross-Asset Implementation: Detailed portfolio methodologies integrating findings across asset classes with specific trade recommendations for Q2 2025.</li>
</ul>



Novel Twist Steepening Analysis: Empirically validated sector rotation opportunities in the current yield curve environment with rising long-term rates and falling short-term rates.

Integrated Machine Learning Framework: Advanced ML techniques identify non-linear macro-asset relationships traditional models miss, enhancing strategy robustness during regime transitions.

Actionable Cross-Asset Implementation: Detailed portfolio methodologies integrating findings across asset classes with specific trade recommendations for Q2 2025.


Advanced Look: Navigating the New Macro Landscape Through Quantitative Alpha Generation Strategies

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

<ul>
<li>Our intermediate-term outlook remains bearish/cautious, and we continue to believe a prolonged downturn is likely, which has been the case since our 4/1/25 Compass. However, shorter-term...</li>
<li>SPX is now 4.5%-5.0% lower than last week (when we said to expect the rally to fizzle), and is testing 5100-5120 support.</li>
<li>5100-5120 has been a key level several times dating back to early 2024, and is a level to trade against to the long side.</li>
</ul>


Our intermediate-term outlook remains bearish/cautious, and we continue to believe a prolonged downturn is likely, which has been the case since our 4/1/25 Compass. However, shorter-term...
SPX is now 4.5%-5.0% lower than last week (when we said to expect the rally to fizzle), and is testing 5100-5120 support.
5100-5120 has been a key level several times dating back to early 2024, and is a level to trade against to the long side.


Upgrading Consumer Staples to Overweight; Short-Term Bottom Potential Here

Pan-Asia Index Rebalances/ Events/ Delta One, Periscope Analytics

Brian Freitas

Pan-Asia Index Rebalances/ Events/ Delta One

Periscope Analytics

Periscope Analytics focuses on event-driven trades across Asia Pacific and provides comprehensive, timely and systematic coverage of index changes to major Asia Pacific indices in a structured manner.

The analysis includes forecasted inclusions and exclusions to all major Asian indices that have significant amount of tracking assets, including estimates of passive buy/sell flow on the stocks. The service also provides commentary and impact of market consultations, ground rule changes, and other events (IPOs, spin-offs, M&A) that could lead to index changes and passive flow.

Periscope Analytics works with multi-strategy hedge funds, proprietary trading firms, stat arb trading groups and long-only investors that invest and trade in the Asia Pacific region with the data being used to trade index rebalances, avoid pre-positioning and passive flow, and to time entry into and exit from stocks.

Event-Driven Trades Across Asia Pacific

Index Rebalance

<ul>
<li>Constituent changes to the <a href="https://www.smartkarma.com/entities/s-p-500-index" target="_blank" data-smartkarma-citation="entities:22886:1" rel="noopener">S&amp;P 500 INDEX</a> and capping changes will result in a round-trip trade of US$15.5bn across the Select Sector indices and the S&amp;P500 Equal Weight Index.</li>
<li>The Select Sector index trackers and S&amp;P500 Equal Weight trackers will need to buy the adds to the <a href="https://www.smartkarma.com/entities/s-p-500-index" target="_blank" data-smartkarma-citation="entities:22886:1" rel="noopener">S&amp;P500 INDEX</a> and sell the deletes, further increasing flow for the stocks.</li>
<li>The <a href="https://www.smartkarma.com/entities/vaneck-vectors-semiconductor" target="_blank" data-smartkarma-citation="entities:32807:1" rel="noopener">VanEck Vectors Semiconductor (SMH US)</a> ETF will be selling <a href="https://www.smartkarma.com/entities/broadcom-inc" target="_blank" data-smartkarma-citation="entities:998:1" rel="noopener">Broadcom (AVGO US)</a> at the same time as the Select Sector and S&amp;P500 Equal Weight Index trackers.</li>
</ul>


Constituent changes to the S&amp;P 500 INDEX and capping changes will result in a round-trip trade of US$15.5bn across the Select Sector indices and the S&amp;P500 Equal Weight Index.
The Select Sector index trackers and S&amp;P500 Equal Weight trackers will need to buy the adds to the S&amp;P500 INDEX and sell the deletes, further increasing flow for the stocks.
The VanEck Vectors Semiconductor (SMH US) ETF will be selling Broadcom (AVGO US) at the same time as the Select Sector and S&amp;P500 Equal Weight Index trackers.


Select Sector Indices and S&P Equal Weight Rebalance: US$15.5bn Flow Post Capping

<ul>
<li>Constituent changes to the <a href="https://www.smartkarma.com/entities/s-p-500-index" target="_blank" data-smartkarma-citation="entities:22886:1" rel="noopener">S&amp;P500 INDEX</a> and capping changes will result in a round-trip trade of US$16.3bn across the Select Sector indices and the S&amp;P500 Equal Weight Index.</li>
<li>The Select Sector index trackers and S&amp;P500 Equal Weight trackers will need to buy the adds to the <a href="https://www.smartkarma.com/entities/s-p-500-index" target="_blank" data-smartkarma-citation="entities:22886:1" rel="noopener">S&amp;P500 INDEX</a> and sell the deletes, further increasing flow for the stocks.</li>
<li>The flows will change over the next week as stock prices move around, and final capping is done after the close on 14 March.</li>
</ul>


Constituent changes to the S&amp;P500 INDEX and capping changes will result in a round-trip trade of US$16.3bn across the Select Sector indices and the S&amp;P500 Equal Weight Index.
The Select Sector index trackers and S&amp;P500 Equal Weight trackers will need to buy the adds to the S&amp;P500 INDEX and sell the deletes, further increasing flow for the stocks.
The flows will change over the next week as stock prices move around, and final capping is done after the close on 14 March.


Select Sector Indices and S&P Equal Weight Rebalance: US$16.3bn Trade; Big Impact for EXE, TKO

<ul>
<li>Constituent changes to the <a href="https://www.smartkarma.com/entities/s-p-500-index" target="_blank" data-smartkarma-citation="entities:22886:1" rel="noopener">S&amp;P 500 INDEX (SPX INDEX)</a>, S&amp;P Midcap400 Index and S&amp;P SmallCap600 Index for the March rebalance will be announced after market close on Friday.</li>
<li>There will also be capping changes for the Select Sector indices that will result in a round-trip trade of US$13.1bn. Constituent changes will add to that flow.</li>
<li>The largest inflows will be in <a href="https://www.smartkarma.com/entities/amazon-com-inc" target="_blank" data-smartkarma-citation="entities:409:1" rel="noopener">Amazon.com</a>, <a href="https://www.smartkarma.com/entities/tesla-inc" target="_blank" data-smartkarma-citation="entities:20279:1" rel="noopener">Tesla</a>, <a href="https://www.smartkarma.com/entities/microsoft-corp" target="_blank" data-smartkarma-citation="entities:15273:1" rel="noopener">Microsoft</a>, <a href="https://www.smartkarma.com/entities/nvidia-corp" target="_blank" data-smartkarma-citation="entities:5891:1" rel="noopener">NVIDIA</a>, <a href="https://www.smartkarma.com/entities/alphabet-inc" target="_blank" data-smartkarma-citation="entities:33361:1" rel="noopener">Alphabet (GOOGL US)</a> and <a href="https://www.smartkarma.com/entities/electronic-arts-inc" target="_blank" data-smartkarma-citation="entities:1179:1" rel="noopener">Electronic Arts</a>. Largest outflows are from <a href="https://www.smartkarma.com/entities/broadcom-inc" target="_blank" data-smartkarma-citation="entities:998:1" rel="noopener">Broadcom</a>, <a href="https://www.smartkarma.com/entities/meta-platforms-inc-class-a-facebook" target="_blank" data-smartkarma-citation="entities:665:1" rel="noopener">Meta Platforms</a>, <a href="https://www.smartkarma.com/entities/linde-plc" target="_blank" data-smartkarma-citation="entities:35233:1" rel="noopener">Linde</a>, <a href="https://www.smartkarma.com/entities/mcdonald-s-corp" target="_blank" data-smartkarma-citation="entities:1425:1" rel="noopener">Mcdonald's Corp</a> and <a href="https://www.smartkarma.com/entities/take-two-interactive-software-inc" target="_blank" data-smartkarma-citation="entities:14948:1" rel="noopener">Take Two Interactive</a>.</li>
</ul>


Constituent changes to the S&amp;P 500 INDEX (SPX INDEX), S&amp;P Midcap400 Index and S&amp;P SmallCap600 Index for the March rebalance will be announced after market close on Friday.
There will also be capping changes for the Select Sector indices that will result in a round-trip trade of US$13.1bn. Constituent changes will add to that flow.
The largest inflows will be in Amazon.com, Tesla, Microsoft, NVIDIA, Alphabet (GOOGL US) and Electronic Arts. Largest outflows are from Broadcom, Meta Platforms, Linde, Mcdonald's Corp and Take Two Interactive.


Select Sector Indices and S&P Equal Weight Rebalance Preview: Capping Changes & US$13bn Trade

United States

Consumer Staples Select Sector SPDR Fund is an exchange-traded fund incorporated in the USA. The ETF tracks The Consumer Staples Select Sector Index. The ETF holds large cap consumer staples stocks. Its holdings include cosmetic and personal care, pharmaceuticals, soft drinks, tobacco and food products. The ETF weights the holdings using a market capitalization methodology

Consumer Staples Select Sector SPDR Fund (XLP US)

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Consumer Staples Select Sector SPDR Fund (XLP US)

Advanced Look: Navigating the New Macro Landscape Through Quantitative Alpha Generation Strategies

🔓 UNLOCKING RESEARCH: Systematic Macro Alpha Generation We are releasing our comprehensive macro investing research to SSRN! https:/...

William Mann

Upgrading Consumer Staples to Overweight; Short-Term Bottom Potential Here

Upgrading Consumer Staples $XLP to Overweight; Still Intermediate-Term Bearish/Cautious, But use 5100-5120 on $SPX as a stop loss and a level to...

Vermilion Research

Select Sector Indices and S&P Equal Weight Rebalance: US$15.5bn Flow Post Capping

Constituent changes to the S&P 500 Index and capping changes will result in a round-trip trade of US$15.45bn across the Select Sector indices and...

Brian Freitas

Select Sector Indices and S&P Equal Weight Rebalance: US$16.3bn Trade; Big Impact for EXE, TKO

Constituent changes to the S&P500 and capping changes result in a round-trip trade of US$16.3bn for the Select Sector. ECE, DASH, AMZN, TKO, TSLA,...

Brian Freitas

Select Sector Indices and S&P Equal Weight Rebalance Preview: Capping Changes & US$13bn Trade

Capping changes for the Select Sector indices will result in a round-trip trade of US$13bn. Constituent changes will be announced after market...

Brian Freitas

Price Gauge

52-week Range

Market Cap (USDm)

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Dividend (Yield)