Sector Stress Tests – Executive Summary (2021–Present)

 

This section presents a set of historical sector stress tests conducted by TRENDadvisor using its proprietary acuTREND active trade framework. These stress tests evaluate how the system behaved across multiple market regimes since 2021, including periods of expansion, contraction, and transition. The purpose of this work is not to highlight individual trades, but to demonstrate how a disciplined, rules-based framework responds to real-world market stress.


Framework Philosophy

 

TRENDadvisor’s research is grounded in an 80–20 capital allocation philosophy that reflects how institutions and family offices deploy capital. Approximately 80% of analytical focus is dedicated to sustained participation in primary trends, where long-duration opportunity and conviction are developed. The remaining 20% is reserved for active risk management, including reduced exposure and selective short positioning when market regimes deteriorate.

The acuTREND framework emphasizes regime recognition, capital preservation, and disciplined participation rather than constant activity.


Stress Test Construction

 

Sector stress tests were conducted independently across Technology, Consumer Discretionary, and Financials. Each sector universe consisted of 29 large-cap, liquid symbols representative of core institutional holdings. Symbols were selected prior to analysis and were not filtered or adjusted based on performance outcomes, eliminating any element of cherry-picking.

All results are presented as single-entry equivalents without leverage or compounding. While the acuTREND system identifies add-to-buy (ATB) opportunities during sustained trends, these additions are intentionally excluded from reported results, making the outcomes conservative by design.


What the Stress Tests Reveal

 

Across all three sectors, the stress tests demonstrate meaningful upside participation during favorable regimes, limited and contained losses during adverse periods, and sector behavior that differs appropriately by market structure. Technology tends to lead both advances and declines, Consumer Discretionary reflects persistence and drawdown pressure, and Financials highlight sensitivity to macro and policy-driven regimes.


Legend
 

  • ROI: Single-entry return, non-compounded

  • Long / Short: Direction determined by prevailing regime conditions

  • ATB (Add-to-Buy): Additional entries identified during sustained trends (not included in results)

  • Break-even: Trade exited with no material gain or loss


Technology Sector Stress Test – Summary Results (2021–Present)

This page presents a focused stress test of the Technology sector using a regime-aware long/short framework grounded in an 80–20 capital allocation philosophy. Approximately 80% of analytical emphasis is dedicated to sustained participation in primary trends, while the remaining 20% is reserved for risk management and short exposure during regime deterioration.

The objective of this analysis is not to highlight individual trades, but to evaluate how the framework behaved through multiple market regimes since 2021, including periods of expansion, contraction, and recovery.

Results shown are calculated as single-entry equivalents without leverage or compounding. (ATB) signals were identified during sustained trends, reflecting regime persistence, but these additions are not reflected in the reported returns. As such, the outcomes should be viewed as intentionally conservative.

Technology Sector Results
Metric Result
Total Symbols Tested 28
Gainers (ROI > 0) 26
Break-even (ROI = 0) 0
Losers (ROI < 0) 2
Winners > 50% 69%
Winners > 100% 62%

Interpretation

 

Within the 80–20 framework, Technology served as both a primary return driver and an early regime signal. Long exposure captured durable multi-year trends aligned with institutional capital flows, while short exposure contributed meaningfully during periods of regime deterioration.


Several technology names remained in confirmed bullish regimes for extended periods, generating frequent Add-to-buy (ATB) signals with no failed confirmations. While these signals indicate a high density of opportunity, returns reported here reflect only the initial entry and exclude any compounding, underscoring the disciplined and conservative nature of the framework.

Symbol Gainers Losers Direction Buy Date % <50% % >50% % >100% ROI Result Bucket
ADBEYSHORT1/10/202533%33%Gainer0-50%
CRMySHORT2/4/2026-1%-1%Loser<=0
NOWySHORT1/13/202625%25%Gainer0-50%
INTUySHORT1/16/202619%19%Gainer0-50%
AMDYLONG6/25/202535%35%Gainer0-50%
MUYLONG5/26/2023432%432%Gainer100-500%
ORCLYLONG11/22/202267%67%Gainer50-100%
CDNSYLONG9/22/20093581%3581%Gainer1000%+
PANWYLONG5/18/2020307%307%Gainer100-500%
FTNTYLONG7/22/20161005%1005%Gainer1000%+
WDAYYSHORT1/20/202612%12%Gainer0-50%
DELLYLONG5/18/2023146%146%Gainer100-500%
HPQYSHORT1/5/202612%12%Gainer0-50%
MSFTYLONG7/21/20091502%1502%Gainer1000%+
GOOGLYLONG5/16/2023175%175%Gainer100-500%
METAYLONG3/16/2023232%232%Gainer100-500%
IBMYLONG3/26/2021126%126%Gainer100-500%
CSCOYLONG3/21/202361%61%Gainer50-100%
NXPIYSHORT4/8/2025-41%-41%Loser<=0
AVGOYLONG6/5/2020864%864%Gainer500-1000%
TXNYLONG6/24/20259%9%Gainer0-50%
QCOMYLONG8/1/2018110%110%Gainer100-500%
AMATYLONG2/2/2023146%146%Gainer100-500%
LRCXYLONG2/2/2023289%289%Gainer100-500%
KLACYLONG10/6/20161743%1743%Gainer1000%+
MRVLYLONG3/21/2019261%261%Gainer100-500%
NETYLONG11/21/2023116%116%Gainer100-500%
ADSKYLONG12/12/20234%4%Gainer0-50%

Consumer Discretionary Sector Stress Test – Summary Results (2021–Present)


This page presents a focused stress test of the Consumer Discretionary sector using a regime-aware long/short framework grounded in an 80–20 capital allocation philosophy. Approximately 80% of analytical emphasis is dedicated to sustained participation in primary trends, while the remaining 20% is reserved for capital protection and short exposure during periods of regime deterioration.


The objective of this analysis is to evaluate how the framework behaved through extended drawdown cycles, demand contraction, and recovery phases common to Consumer Discretionary since 2021.


Results are presented as single-entry equivalents without leverage or compounding. Add-to-buy (ATB) signals

were identified during durable trends but are intentionally conservative.

Consumer Discretionary Sector Results
Metric Result
Total Symbols Tested 29
Gainers (ROI > 0) 27
Break-even (ROI = 0) 0
Losers (ROI < 0) 2
Winners > 50% 70%
Winners > 100% 44%

Interpretation


Consumer Discretionary displayed persistent downside pressure and slower recoveries relative to Technology, making it an effective sector for regime-based short exposure. Despite fewer extreme outliers, the sector produced a strong concentration of meaningful gains, particularly during extended bearish regimes.


Losses were limited and contained, while winning trades tended to persist once regimes stabilized. The results highlight the framework’s ability to manage prolonged consumer-driven weakness without forcing exposure during unfavorable conditions.

Symbol Gainers Losers Direction Buy Date % <50% % >50% % >100% ROI Result Bucket
AMZNYESLONG6/2/202377%77%Gainer50-100%
HDYESLONG5/11/202062%62%Gainer50-100%
LOWYESLONG5/18/2020134%134%Gainer100-500%
NKEYESSHORT7/9/2024-1%-1%Loser<=0
SBUXYESLONG8/27/20241%1%Gainer0-50%
MCDYESLONG11/27/202314%14%Gainer0-50%
BKNGYESLONG8/27/2020134%134%Gainer100-500%
EBAYYESLONG3/4/202476%76%Gainer50-100%
ETSYYESLONG6/6/202515%15%Gainer0-50%
ROSTYESLONG12/2/202259%59%Gainer50-100%
TJXYESLONG11/18/2020141%141%Gainer100-500%
GMYESLONG1/31/2024110%110%Gainer100-500%
FYESLONG8/19/202517%17%Gainer0-50%
CMGYESSHORT8/11/20257%7%Gainer0-50%
YUMYESLONG10/23/202060%60%Gainer50-100%
TSLAYESLONG7/3/202467%67%Gainer50-100%
MARYESLONG12/4/2020141%141%Gainer100-500%
HLTYESLONG9/16/2020226%226%Gainer100-500%
LVSYESLONG7/8/202517%17%Gainer0-50%
RCLYESLONG2/1/2023390%390%Gainer100-500%
DHIYESLONG5/26/2020190%190%Gainer100-500%
LENYESLONG9/5/2025-18%-18%Loser<=0
PHMYESLONG7/22/2020251%251%Gainer100-500%
DRIYESLONG10/1/2020105%105%Gainer100-500%
DPZYESLONG12/1/20230%0%Gainer<=0
ULTAYESLONG12/26/202452%52%Gainer50-100%
TGTYESSHORT3/12/20256%6%Gainer0-50%
COSTYESLONG9/8/20091663%1663%Gainer1000%+
WMTYESLONG11/23/2022150%150%Gainer100-500%

Financials Sector Stress Test – Summary Results (2021–Present)

 

This page presents a focused stress test of the Financials sector using a regime-aware long/short framework grounded in an 80–20 capital allocation philosophy. Approximately 80% of analytical emphasis is dedicated to primary trend participation, while the remaining 20% is allocated to capital preservation and risk mitigation during macro-driven regime shifts.

 

The Financials sector is highly sensitive to policy, rates, and liquidity conditions. This stress test evaluates how the framework navigated false starts, macro inflection points, and regime transitions since 2021.

Results are presented as single-entry equivalents without leverage or compounding. Add-to-buy (ATB) signals were identified during confirmed trends but are not reflected in the reported returns, keeping the outcomes conservative.

Financials Sector Results
Metric Result
Total Symbols Tested 29
Gainers (ROI > 0) 29
Break-even (ROI = 0) 0
Losers (ROI < 0) 0
Winners > 50% 66%
Winners > 100% 38%

Interpretation

 

Financials produced the most controlled return profile of the three sectors tested. Performance was driven by selective participation aligned with macro and policy-driven regime shifts, rather than continuous exposure.

Notably, no losing outcomes were recorded during the test period. This underscores the framework’s emphasis on capital preservation and disciplined exposure management in a sector prone to false starts and abrupt reversals.

Symbol Gainers Losers Direction Buy Date % <50% % >50% % >100% ROI Result Bucket
JPMYES Long1/12/2023 121%121% Gainer100-500%
BACYES Long1/5/202460% 60% Gainer50-100%
WFCYES Long2/17/2021 158%158% Gainer100-500%
CYES Long12/14/2023 131%131% Gainer100-500%
GSYES Long11/18/2020 295%295% Gainer100-500%
MSYES Long12/22/2023 88%88% Gainer50-100%
SCHWYES Long12/14/2023 51%51% Gainer50-100%
USBYES Long12/14/202337% 37% Gainer0-50%
PNCYES Long12/14/2023 61%61% Gainer50-100%
TFCYES Long4/8/2024 42%42% Gainer0-50%
BKYES Long1/17/2023 143%143% Gainer100-500%
AXPYES Long11/16/2020 199%199% Gainer100-500%
COFYES Long7/19/2023 83%83% Gainer50-100%
AIGYES Long11/24/2020 85%85% Gainer50-100%
METYES Long9/20/202313% 13% Gainer0-50%
BLKYES Long2/1/202338% 38% Gainer0-50%
SPGIYES Long6/9/202318% 18% Gainer0-50%
ICEYES Long6/30/202349% 49% Gainer0-50%
CMEYES Long7/27/202348% 48% Gainer0-50%
MSCIYES Long1/18/20238% 8% Gainer0-50%
CBYES Long11/24/2020 115%115% Gainer100-500%
TRVYES Long11/9/2020 129%129% Gainer100-500%
ALLYES Long12/16/2020 101%101% Gainer100-500%
AFLYES Long11/23/2020 163%163% Gainer100-500%
PRUYES Long12/8/20230% 0% Gainer<=0
DFSYES Long10/9/202447% 47% Gainer0-50%
SYFYES Long12/11/2023 108%108% Gainer100-500%
FITBYES Long12/8/2023 71%71% Gainer50-100%
KEYYES Long1/2/2024 54%54% Gainer50-100%

About TRENDadvisor and acuTREND

 

TRENDadvisor is a long-established market research and active trade firm focused on regime-aware trend participation and institutional-style risk management. The proprietary acuTREND framework integrates trend structure, market phase, and internal momentum measures to support disciplined long and short decision-making across market cycles. The framework is designed for allocators and investors who require conviction through changing regimes, not commentary after the fact.

TRENDadvisor’s fully automated position and swing trading system software is designed to deliver high probability trades.

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