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>Continuing the trend from last week's report (4/29/25), we are seeing more and more signs that lead us to believe SPX made a major bottom at 4800-4820, initially discussed 4/8/25.</li>
<li>As a result, we have been short-term bullish since our 4/22/25 report, when we noted SPX was testing 5100-5120 support, potential bounce spot and a level to trade long against.</li>
<li>While SPX is approaching short-term resistance levels and reducing risk is prudent, we remain short-term bullish if SPX is above its 20-day MA and 21-day EMA.</li>
</ul>


Continuing the trend from last week's report (4/29/25), we are seeing more and more signs that lead us to believe SPX made a major bottom at 4800-4820, initially discussed 4/8/25.
As a result, we have been short-term bullish since our 4/22/25 report, when we noted SPX was testing 5100-5120 support, potential bounce spot and a level to trade long against.
While SPX is approaching short-term resistance levels and reducing risk is prudent, we remain short-term bullish if SPX is above its 20-day MA and 21-day EMA.


Lockout Rally in Full Swing; Watching Resistance Levels But Stay Short-Term Bullish Above 20-DMA

<ul>
<li>In our 2/25/25 Compass, we discussed our expectation for near-term downside. Also said one or two 8-10% pullbacks in a given year on the SPX is common</li>
<li>And said to not be surprised if there is a test of the bottom of the range at either 5770-5850 or 5600-5670, where we would be buyers</li>
<li>The SPX had a -10.3% peak-to-trough decline, with support showing up at 5500; close enough to our 10% pullback and 5600 level. This has been a stellar buy area</li>
</ul>


In our 2/25/25 Compass, we discussed our expectation for near-term downside. Also said one or two 8-10% pullbacks in a given year on the SPX is common
And said to not be surprised if there is a test of the bottom of the range at either 5770-5850 or 5600-5670, where we would be buyers
The SPX had a -10.3% peak-to-trough decline, with support showing up at 5500; close enough to our 10% pullback and 5600 level. This has been a stellar buy area


Major Low Likely in Place on S&P 500; Bullish Outlook Intact if Above 5500-5600

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

Event-Driven

<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$17.7bn across the Select Sector indices and the S&amp;P500 Equal Weight Index.</li>
<li>There is over US$500m to trade in <a href="https://www.smartkarma.com/entities/broadcom-inc" target="_blank" data-smartkarma-citation="entities:998:1" rel="noopener">Broadcom (AVGO US)</a>, <a href="https://www.smartkarma.com/entities/tesla-inc" target="_blank" data-smartkarma-citation="entities:20279:1" rel="noopener">Tesla (TSLA US)</a>, <a href="https://www.smartkarma.com/entities/apollo-global-management-inc" target="_blank" data-smartkarma-citation="entities:28770:1" rel="noopener">Apollo Global Management (APO US)</a>, <a href="https://www.smartkarma.com/entities/amazon-com-inc" target="_blank" data-smartkarma-citation="entities:409:1" rel="noopener">Amazon.com Inc (AMZN US)</a> and <a href="https://www.smartkarma.com/entities/workday-inc-class-a" target="_blank" data-smartkarma-citation="entities:5660:1" rel="noopener">Workday Inc Class A (WDAY US)</a>. </li>
<li>
<a href="https://www.smartkarma.com/entities/broadcom-inc" target="_blank" data-smartkarma-citation="entities:998:1" rel="noopener">Broadcom (AVGO US)</a> swings from a small net buy to a large net sell following the rally in the stock last week.</li>
</ul>


Constituent changes to the S&amp;P 500 INDEX and capping changes will result in a round-trip trade of US$17.7bn across the Select Sector indices and the S&amp;P500 Equal Weight Index.
There is over US$500m to trade in Broadcom (AVGO US), Tesla (TSLA US), Apollo Global Management (APO US), Amazon.com Inc (AMZN US) and Workday Inc Class A (WDAY US). 

Broadcom (AVGO US) swings from a small net buy to a large net sell following the rally in the stock last week.


Select Sector Indices and S&P Equal Weight Rebalance: US$17.7bn Round-Trip Trade Post Capping Cutoff

<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$15.9bn across the Select Sector indices and the S&amp;P500 Equal Weight Index.</li>
<li>The Select Sector index trackers and <a href="https://www.smartkarma.com/entities/invesco-s-p-500-equal-weight-e" target="_blank" data-smartkarma-citation="entities:32932:1" rel="noopener">S&amp;P 500 Equal Weight</a> trackers will need to buy <a href="https://www.smartkarma.com/entities/apollo-global-management-inc" target="_blank" data-smartkarma-citation="entities:28770:1" rel="noopener">Apollo Global Management</a> and <a href="https://www.smartkarma.com/entities/workday-inc-class-a" target="_blank" data-smartkarma-citation="entities:5660:1" rel="noopener">Workday</a>, adding to the buying from <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> trackers.</li>
<li>The flows will change over the next week as stock prices move around and final capping is done after the close on 13 December.</li>
</ul>


Constituent changes to the S&amp;P 500 INDEX and capping changes will result in a round-trip trade of US$15.9bn across the Select Sector indices and the S&amp;P500 Equal Weight Index.
The Select Sector index trackers and S&amp;P 500 Equal Weight trackers will need to buy Apollo Global Management and Workday, adding to the buying from S&amp;P 500 INDEX trackers.
The flows will change over the next week as stock prices move around and final capping is done after the close on 13 December.


Select Sector Indices and S&P Equal Weight Rebalance: US$16bn Trade; More Buying for APO and WDAY

United States

Financial Select Sector SPDR Fund is an exchange-traded fund incorporated in the USA.  The Fund's objective is to provide investment results that, before expenses, correspond to the performance of The Financial Select Sector.  The Index includes financial services firms whose business' range from investment management to commercial & business banking.

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Financial Select Sector SPDR F (XLF 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

Lockout Rally in Full Swing; Watching Resistance Levels But Stay Short-Term Bullish Above 20-DMA

Lockout Rally in Full Swing; Watching Resistance Levels from here to 5910, But Stay Short-Term Bullish if Above 20-DMA and 21-EMAs. Still bullish...

Vermilion Research

Major Low Likely in Place on S&P 500; Bullish Outlook Intact if Above 5500-5600

Major Low Likely in Place on $SPX; Bullish Outlook Intact if Above 5500-5600. 5670-5718 is short-term gap support; Power in hands of bulls if...

Vermilion Research

Select Sector Indices and S&P Equal Weight Rebalance: US$17.7bn Round-Trip Trade Post Capping Cutoff

Constituent changes to the SnP500 Index and capping changes result in a round-trip trade of US$17.7bn across the Select Sector and the SnP500 Equal...

Brian Freitas

Select Sector Indices and S&P Equal Weight Rebalance: US$16bn Trade; More Buying for APO and WDAY

Constituent changes to the SPX and capping changes result in a round-trip trade of US$15.9bn. Apollo Global, Workday, Exxon and McDonald's are...

Brian Freitas

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