DASHBOARDS: Portfolio Hub Market Pulse Performance
QQQ Invesco QQQ Trust Series 1
TREND FOLLOWING PERFORMANCE HISTORY
2026-05-31
Executive Summary
The quantitative backtest for QQQ (Invesco QQQ Trust Series 1) using the Excess Return MMA CA* strategy in a Investing context demonstrated its primary role in risk mitigation, experiencing a maximum drawdown of -20.9% (compared to the benchmark's drawdown of -60.7%). Over the evaluated period, this protective approach generated a Compound Annual Growth Rate (CAGR) of 13.7%, compared to a Buy-and-Hold benchmark return of 12.1%. The strategy executed 79 total trades.

* Excess Return MMA CA: Multi-Moving Average (Triple-Band) model utilizing sophisticated long/short cross durations optimized against volatility, with a month-end dynamic Cash Alternative sleeve rotation.

QQQ Quality Metrics & KPI Summary

Metric1Y5Y10YFull History
StrategyB&HStrategyB&HStrategyB&HStrategyB&H
CAGR39.60%42.72%16.94%18.02%19.97%21.81%13.67%12.12%
Sharpe Ratio2.262.240.970.741.070.890.850.47
Max Drawdown-9.64%-11.96%-20.95%-35.12%-20.95%-35.12%-20.95%-60.71%
% Time Invested100.0%100.0%91.0%100.0%94.4%100.0%88.6%100.0%
Trades / Year1.00.03.20.03.10.03.10.0

Cumulative Growth Performance

Return Distribution Analysis

Return Distribution

Trade History

This log shows every signal-driven transition. Completed trades reflect standard market cycles. An Open / Mark-to-Market exit denotes a position currently held active, valued at the latest price. Interest entries record cash yields accrued during out-of-market periods.

Entry DateExit DateTypeAllocationEntry PriceExit PriceNet Return %Exit Reason
2026-04-10 Open Open 33.33% $611.84 $738.31 20.67% Mark-to-Market
2025-09-08 Open Open 33.33% $576.23 $738.31 28.13% Mark-to-Market
2025-04-29 Open Open 33.33% $467.91 $738.31 57.79% Mark-to-Market
2026-03-17 2026-04-10 Interest (BIL) 33.33% $1.00 $1.00 0.23% Interest Income
2025-07-08 2026-03-17 Completed 33.33% $551.33 $602.38 9.26% Signal
2025-08-14 2025-09-08 Interest (FLOT) 33.33% $1.00 $1.00 0.24% Interest Income
2025-05-01 2025-08-14 Completed 33.33% $481.08 $576.14 19.76% Signal
2025-06-03 2025-07-08 Interest (FLOT) 33.33% $1.00 $1.01 0.56% Interest Income
2025-05-02 2025-06-02 Interest (SHV) 33.33% $1.00 $1.00 0.32% Interest Income
2025-04-08 2025-05-01 Interest (FLOT) 33.33% $1.00 $1.01 1.21% Interest Income
2025-04-04 2025-05-01 Interest (FLOT) 33.33% $1.00 $1.00 0.15% Interest Income
2025-04-04 2025-04-29 Interest (FLOT) 33.33% $1.00 $1.00 0.12% Interest Income
2025-04-02 2025-04-08 Completed 33.33% $463.87 $436.05 -6.00% Stop
2025-04-02 2025-04-04 Completed 33.33% $463.87 $436.03 -6.00% Signal
2023-01-18 2025-04-04 Completed 33.33% $277.75 $436.03 56.99% Stop
2025-03-11 2025-04-02 Interest (FLOT) 33.33% $1.00 $1.00 0.29% Interest Income
2025-03-11 2025-04-02 Interest (FLOT) 33.33% $1.00 $1.00 0.29% Interest Income
2024-08-28 2025-03-11 Completed 33.33% $471.86 $469.37 -0.53% Stop
2024-08-28 2025-03-11 Completed 33.33% $471.86 $469.37 -0.53% Stop
2024-08-06 2024-08-28 Interest (SHV) 33.33% $1.00 $1.00 0.32% Interest Income
2024-08-06 2024-08-28 Interest (SHV) 33.33% $1.00 $1.00 0.32% Interest Income
2023-12-21 2024-08-06 Completed 33.33% $401.89 $433.17 7.78% Stop
2023-01-18 2024-08-06 Completed 33.33% $277.75 $433.17 55.96% Stop
2023-11-13 2023-12-21 Interest (FLOT) 33.33% $1.00 $1.01 0.58% Interest Income
2023-01-18 2023-11-13 Completed 33.33% $277.75 $371.27 33.67% Signal
2022-12-02 2023-01-18 Interest (FLOT) 33.33% $1.00 $1.01 0.86% Interest Income
2022-12-02 2023-01-18 Interest (FLOT) 33.33% $1.00 $1.01 0.86% Interest Income
2022-12-02 2023-01-18 Interest (FLOT) 33.33% $1.00 $1.01 0.86% Interest Income
2022-10-28 2022-12-01 Interest (BIL) 33.33% $1.00 $1.00 0.33% Interest Income
2022-10-19 2022-12-01 Interest (BIL) 33.33% $1.00 $1.00 0.42% Interest Income
2022-10-04 2022-12-01 Interest (BIL) 33.33% $1.00 $1.01 0.52% Interest Income
2022-10-12 2022-10-28 Completed 33.33% $257.79 $266.43 3.35% Signal
2022-10-17 2022-10-19 Completed 33.33% $261.16 $264.18 1.16% Signal
2022-10-04 2022-10-17 Interest (BIL) 33.33% $1.00 $1.00 0.10% Interest Income
2022-10-04 2022-10-12 Interest (BIL) 33.33% $1.00 $1.00 0.07% Interest Income
2022-09-23 2022-10-03 Interest (FLOT) 33.33% $1.00 $1.00 -0.40% Interest Income
2022-09-02 2022-10-03 Interest (FLOT) 33.33% $1.00 $1.00 -0.05% Interest Income
2022-09-02 2022-10-03 Interest (FLOT) 33.33% $1.00 $1.00 -0.05% Interest Income
2022-05-25 2022-09-23 Completed 33.33% $278.59 $271.64 -2.49% Stop
2022-04-26 2022-09-01 Interest (BIL) 33.33% $1.00 $1.00 0.35% Interest Income
2022-03-02 2022-09-01 Interest (BIL) 33.33% $1.00 $1.00 0.37% Interest Income
2022-05-03 2022-05-25 Interest (BIL) 33.33% $1.00 $1.00 0.02% Interest Income
2022-02-16 2022-05-03 Completed 33.33% $344.58 $310.56 -9.87% Stop
2022-02-16 2022-04-26 Completed 33.33% $344.58 $319.31 -7.33% Stop
2022-02-16 2022-03-02 Completed 33.33% $344.58 $334.12 -3.04% Signal
2022-01-25 2022-02-16 Interest (FLOT) 33.33% $1.00 $1.00 0.03% Interest Income
2022-01-25 2022-02-16 Interest (FLOT) 33.33% $1.00 $1.00 0.03% Interest Income
2022-01-25 2022-02-16 Interest (FLOT) 33.33% $1.00 $1.00 0.03% Interest Income
2020-10-13 2022-01-25 Completed 33.33% $286.74 $337.61 17.74% Stop
2020-10-13 2022-01-25 Completed 33.33% $286.74 $337.61 17.74% Stop
2020-03-24 2022-01-25 Completed 33.33% $173.75 $337.61 94.31% Stop
2020-09-21 2020-10-13 Interest (FLOT) 33.33% $1.00 $1.00 0.00% Interest Income
2020-09-21 2020-10-13 Interest (FLOT) 33.33% $1.00 $1.00 0.00% Interest Income
2020-06-16 2020-09-21 Completed 33.33% $235.44 $253.93 7.85% Stop
2020-03-23 2020-09-21 Completed 33.33% $165.07 $253.93 53.83% Stop
2020-06-02 2020-06-16 Interest (FLOT) 33.33% $1.00 $1.00 0.32% Interest Income
2020-05-06 2020-06-01 Interest (SHV) 33.33% $1.00 $1.00 -0.02% Interest Income
2020-03-23 2020-05-06 Completed 33.33% $165.07 $211.89 28.36% Signal
2020-03-03 2020-03-24 Interest (SHV) 33.33% $1.00 $1.00 0.36% Interest Income
2020-03-03 2020-03-23 Interest (SHV) 33.33% $1.00 $1.00 0.39% Interest Income
2020-03-03 2020-03-23 Interest (SHV) 33.33% $1.00 $1.00 0.39% Interest Income
2020-03-02 2020-03-02 Interest (FLOT) 33.33% $1.00 $1.00 0.05% Interest Income
2020-02-28 2020-03-02 Interest (FLOT) 33.33% $1.00 $1.00 -0.09% Interest Income
2020-02-28 2020-03-02 Interest (FLOT) 33.33% $1.00 $1.00 -0.09% Interest Income
2019-01-11 2020-03-02 Completed 33.33% $153.25 $201.30 31.35% Stop
2019-06-18 2020-02-28 Completed 33.33% $178.02 $191.43 7.53% Stop
2019-03-27 2020-02-28 Completed 33.33% $171.71 $191.43 11.48% Stop
2019-05-14 2019-06-18 Interest (FLOT) 33.33% $1.00 $1.00 0.27% Interest Income
2019-04-24 2019-05-14 Completed 33.33% $182.39 $171.91 -5.75% Stop
2019-03-04 2019-04-24 Interest (FLOT) 33.33% $1.00 $1.01 0.66% Interest Income
2019-03-04 2019-03-27 Interest (FLOT) 33.33% $1.00 $1.00 0.24% Interest Income
2019-02-11 2019-03-01 Interest (SHV) 33.33% $1.00 $1.00 0.12% Interest Income
2018-12-04 2019-03-01 Interest (SHV) 33.33% $1.00 $1.01 0.61% Interest Income
2019-01-17 2019-02-11 Completed 33.33% $154.68 $161.70 4.54% Signal
2018-12-24 2019-01-17 Interest (SHV) 33.33% $1.00 $1.00 0.15% Interest Income
2018-12-18 2019-01-11 Interest (SHV) 33.33% $1.00 $1.00 0.17% Interest Income
2018-11-21 2018-12-24 Completed 33.33% $153.79 $139.63 -9.20% Stop
2016-03-03 2018-12-18 Completed 33.33% $98.21 $151.21 53.97% Stop
2018-11-26 2018-12-03 Interest (BIL) 33.33% $1.00 $1.00 0.04% Interest Income
2018-11-21 2018-11-26 Completed 33.33% $153.79 $153.87 0.06% Signal
2018-11-02 2018-11-21 Interest (BIL) 33.33% $1.00 $1.00 0.10% Interest Income
2018-11-02 2018-11-21 Interest (BIL) 33.33% $1.00 $1.00 0.10% Interest Income
2018-10-30 2018-11-01 Interest (FLOT) 33.33% $1.00 $1.00 0.01% Interest Income
2018-10-30 2018-11-01 Interest (FLOT) 33.33% $1.00 $1.00 0.01% Interest Income
2016-07-28 2018-10-30 Completed 33.33% $107.20 $155.12 44.70% Stop
2016-05-16 2018-10-30 Completed 33.33% $98.44 $155.12 57.58% Stop
2016-06-27 2016-07-28 Interest (FLOT) 33.33% $1.00 $1.00 0.20% Interest Income
2016-06-03 2016-06-27 Completed 33.33% $102.83 $96.78 -5.88% Stop
2016-05-03 2016-06-03 Interest (FLOT) 33.33% $1.00 $1.00 0.21% Interest Income
2016-04-04 2016-05-16 Interest (FLOT) 33.33% $1.00 $1.00 0.37% Interest Income
2016-03-23 2016-05-03 Completed 33.33% $100.54 $98.72 -1.81% Signal
2016-03-02 2016-04-01 Interest (BIL) 33.33% $1.00 $1.00 0.00% Interest Income
2016-03-02 2016-03-23 Interest (BIL) 33.33% $1.00 $1.00 0.00% Interest Income
2016-03-02 2016-03-03 Interest (BIL) 33.33% $1.00 $1.00 -0.02% Interest Income
2016-02-10 2016-03-02 Completed 33.33% $90.51 $98.15 8.45% Signal
2016-02-09 2016-03-01 Interest (SHV) 33.33% $1.00 $1.00 -0.01% Interest Income
2016-02-02 2016-03-01 Interest (SHV) 33.33% $1.00 $1.00 0.01% Interest Income
2016-02-02 2016-02-10 Interest (SHV) 33.33% $1.00 $1.00 0.04% Interest Income
2015-09-17 2016-02-09 Completed 33.33% $98.83 $88.55 -10.40% Stop
2016-01-19 2016-02-01 Interest (FLOT) 33.33% $1.00 $1.00 -0.03% Interest Income
2016-01-19 2016-02-01 Interest (FLOT) 33.33% $1.00 $1.00 -0.03% Interest Income
2015-12-01 2016-01-19 Completed 33.33% $106.02 $94.95 -10.45% Stop
2015-09-17 2016-01-19 Completed 33.33% $98.83 $94.95 -3.93% Stop
2015-11-03 2015-12-01 Interest (FLOT) 33.33% $1.00 $1.00 0.10% Interest Income
2015-09-24 2015-11-02 Interest (SHV) 33.33% $1.00 $1.00 -0.04% Interest Income
2015-09-17 2015-09-24 Completed 33.33% $98.83 $95.55 -3.33% Signal
2015-09-02 2015-09-17 Interest (SHV) 33.33% $1.00 $1.00 -0.02% Interest Income
2015-09-02 2015-09-17 Interest (SHV) 33.33% $1.00 $1.00 -0.02% Interest Income
2015-09-02 2015-09-17 Interest (SHV) 33.33% $1.00 $1.00 -0.02% Interest Income
2015-08-25 2015-09-01 Interest (BIL) 33.33% $1.00 $1.00 0.02% Interest Income
2015-08-25 2015-09-01 Interest (BIL) 33.33% $1.00 $1.00 0.02% Interest Income
2015-08-25 2015-09-01 Interest (BIL) 33.33% $1.00 $1.00 0.02% Interest Income
2013-02-27 2015-08-25 Completed 33.33% $59.59 $94.30 58.25% Stop
2012-02-09 2015-08-25 Completed 33.33% $55.44 $94.30 70.09% Stop
2011-09-01 2015-08-25 Completed 33.33% $48.53 $94.30 94.29% Stop
2013-01-03 2013-02-27 Interest (FLOT) 33.33% $1.00 $1.00 0.20% Interest Income
2012-12-28 2013-01-02 Interest (SHV) 33.33% $1.00 $1.00 0.00% Interest Income
2012-08-20 2012-12-28 Completed 33.33% $60.61 $57.22 -5.60% Signal
2012-07-18 2012-08-20 Interest (FLOT) 33.33% $1.00 $1.00 0.34% Interest Income
2011-11-18 2012-07-18 Completed 33.33% $49.19 $56.29 14.45% Signal
2012-01-04 2012-02-09 Interest (FLOT) 33.33% $1.00 $1.01 1.19% Interest Income
2011-12-02 2012-01-03 Interest (SHV) 33.33% $1.00 $1.00 -0.02% Interest Income
2011-10-28 2011-12-01 Interest (BIL) 33.33% $1.00 $1.00 -0.02% Interest Income
2011-08-05 2011-11-18 Interest (BIL) 33.33% $1.00 $1.00 -0.02% Interest Income
2011-08-31 2011-10-28 Completed 33.33% $48.62 $51.55 6.02% Signal
2011-08-10 2011-09-01 Interest (BIL) 33.33% $1.00 $1.00 0.00% Interest Income
2011-08-09 2011-08-31 Interest (BIL) 33.33% $1.00 $1.00 0.00% Interest Income
2010-07-27 2011-08-10 Completed 33.33% $40.68 $45.57 12.02% Stop
2010-06-01 2011-08-09 Completed 33.33% $39.47 $45.15 14.38% Stop
2010-09-17 2011-08-05 Completed 33.33% $42.09 $48.11 14.31% Signal
2010-09-02 2010-09-17 Interest (SHV) 33.33% $1.00 $1.00 0.03% Interest Income
2010-07-27 2010-09-01 Interest (BIL) 33.33% $1.00 $1.00 0.02% Interest Income
2010-07-02 2010-07-27 Interest (BIL) 33.33% $1.00 $1.00 -0.04% Interest Income
2010-06-01 2010-07-27 Completed 33.33% $39.47 $40.68 3.06% Signal
2009-07-17 2010-07-02 Completed 33.33% $32.33 $37.21 15.08% Stop
2010-05-07 2010-06-01 Interest (BIL) 33.33% $1.00 $1.00 0.00% Interest Income
2010-05-07 2010-06-01 Interest (BIL) 33.33% $1.00 $1.00 0.00% Interest Income
2009-07-16 2010-05-07 Completed 33.33% $31.81 $40.16 26.24% Stop
2009-04-17 2010-05-07 Completed 33.33% $28.68 $40.16 40.03% Stop
2009-07-02 2009-07-17 Interest (BIL) 33.33% $1.00 $1.00 0.02% Interest Income
2009-07-02 2009-07-16 Interest (BIL) 33.33% $1.00 $1.00 -0.02% Interest Income
2009-06-02 2009-07-01 Interest (SHV) 33.33% $1.00 $1.00 -0.03% Interest Income
2009-06-02 2009-07-01 Interest (SHV) 33.33% $1.00 $1.00 -0.03% Interest Income
2009-05-04 2009-06-01 Interest (BIL) 33.33% $1.00 $1.00 -0.10% Interest Income
2009-05-04 2009-06-01 Interest (BIL) 33.33% $1.00 $1.00 -0.10% Interest Income
2009-04-02 2009-05-01 Interest (SHV) 33.33% $1.00 $1.00 0.02% Interest Income
2009-04-02 2009-05-01 Interest (SHV) 33.33% $1.00 $1.00 0.02% Interest Income
2009-04-02 2009-04-17 Interest (SHV) 33.33% $1.00 $1.00 0.05% Interest Income
2009-01-05 2009-04-01 Interest (BIL) 33.33% $1.00 $1.00 0.18% Interest Income
2009-01-05 2009-04-01 Interest (BIL) 33.33% $1.00 $1.00 0.18% Interest Income
2009-01-05 2009-04-01 Interest (BIL) 33.33% $1.00 $1.00 0.18% Interest Income
2008-10-09 2009-01-02 Interest (SHV) 33.33% $1.00 $1.00 0.22% Interest Income
2008-09-09 2009-01-02 Interest (SHV) 33.33% $1.00 $1.01 0.77% Interest Income
2008-09-03 2009-01-02 Interest (SHV) 33.33% $1.00 $1.01 0.77% Interest Income
2008-10-02 2008-10-09 Completed 33.33% $32.97 $28.57 -13.33% Stop
2008-09-10 2008-10-02 Interest (SHV) 33.33% $1.00 $1.00 0.40% Interest Income
2008-02-11 2008-09-10 Completed 33.33% $37.65 $36.92 -1.93% Stop
2008-08-05 2008-09-09 Completed 33.33% $38.67 $37.34 -3.43% Signal
2008-06-03 2008-09-02 Interest (BIL) 33.33% $1.00 $1.00 0.49% Interest Income
2008-07-14 2008-08-05 Interest (BIL) 33.33% $1.00 $1.00 0.03% Interest Income
2008-06-03 2008-07-14 Completed 33.33% $42.68 $38.88 -8.91% Stop
2008-02-04 2008-06-03 Interest (SHV) 33.33% $1.00 $1.01 0.61% Interest Income
2008-04-02 2008-06-02 Interest (SHV) 33.33% $1.00 $1.00 0.14% Interest Income
2008-01-31 2008-04-02 Completed 33.33% $37.73 $39.34 4.25% Signal
2008-01-17 2008-02-11 Interest (SHV) 33.33% $1.00 $1.00 0.47% Interest Income
2008-01-31 2008-02-04 Completed 33.33% $37.73 $39.20 3.90% Signal
2008-01-08 2008-01-31 Interest (SHV) 33.33% $1.00 $1.01 0.61% Interest Income
2008-01-08 2008-01-31 Interest (SHV) 33.33% $1.00 $1.01 0.61% Interest Income
2007-05-31 2008-01-17 Completed 33.33% $40.60 $39.77 -2.05% Stop
2007-05-14 2008-01-08 Completed 33.33% $40.13 $41.52 3.45% Stop
2006-09-19 2008-01-08 Completed 33.33% $34.45 $41.52 20.52% Stop
2007-04-13 2007-05-31 Interest (SHV) 33.33% $1.00 $1.01 0.67% Interest Income
2007-04-20 2007-05-14 Interest (SHV) 33.33% $1.00 $1.00 0.29% Interest Income
2006-09-19 2007-04-20 Completed 33.33% $34.45 $39.06 13.39% Signal
2006-08-08 2007-04-13 Completed 33.33% $31.51 $38.24 21.37% Signal
2006-07-11 2006-09-19 Interest (CASH) 33.33% $1.00 $1.01 0.96% Interest Income
2006-05-01 2006-09-19 Interest (CASH) 33.33% $1.00 $1.02 1.91% Interest Income
2006-07-17 2006-08-08 Interest (CASH) 33.33% $1.00 $1.00 0.32% Interest Income
2004-09-07 2006-07-17 Completed 33.33% $29.03 $30.77 6.00% Stop
2006-07-03 2006-07-11 Completed 33.33% $33.29 $31.91 -4.14% Signal
2006-06-09 2006-07-03 Interest (CASH) 33.33% $1.00 $1.00 0.31% Interest Income
2005-10-17 2006-06-09 Completed 33.33% $32.46 $32.98 1.60% Stop
2005-05-10 2006-05-01 Completed 33.33% $30.55 $35.86 17.37% Signal
2005-07-27 2005-10-17 Interest (CASH) 33.33% $1.00 $1.01 0.79% Interest Income
2005-05-10 2005-07-27 Completed 33.33% $30.55 $33.64 10.11% Signal
2005-04-18 2005-05-10 Interest (CASH) 33.33% $1.00 $1.00 0.18% Interest Income
2005-04-01 2005-05-10 Interest (CASH) 33.33% $1.00 $1.00 0.30% Interest Income
2004-10-07 2005-04-18 Completed 33.33% $30.84 $29.57 -4.10% Stop
2004-10-07 2005-04-01 Completed 33.33% $30.84 $31.37 1.73% Signal
2004-08-09 2004-10-07 Interest (CASH) 33.33% $1.00 $1.00 0.27% Interest Income
2004-05-11 2004-10-07 Interest (CASH) 33.33% $1.00 $1.01 0.57% Interest Income
2004-08-13 2004-09-07 Interest (CASH) 33.33% $1.00 $1.00 0.10% Interest Income
2003-08-20 2004-08-13 Completed 33.33% $27.08 $27.55 1.75% Stop
2003-04-03 2004-08-09 Completed 33.33% $22.47 $27.69 23.21% Stop
2003-05-07 2004-05-11 Completed 33.33% $23.97 $29.51 23.14% Signal
2001-05-22 2003-08-20 Interest (CASH) 33.33% $1.00 $1.04 4.02% Interest Income
2003-04-14 2003-05-07 Interest (CASH) 33.33% $1.00 $1.00 0.07% Interest Income
2003-03-11 2003-04-14 Completed 33.33% $20.30 $21.60 6.40% Signal
2001-02-28 2003-04-03 Interest (CASH) 33.33% $1.00 $1.05 4.57% Interest Income
2003-02-14 2003-03-11 Interest (CASH) 33.33% $1.00 $1.00 0.07% Interest Income
2002-12-06 2003-02-14 Completed 33.33% $21.77 $20.10 -7.67% Stop
2002-04-09 2002-12-06 Interest (CASH) 33.33% $1.00 $1.01 1.09% Interest Income
2002-03-01 2002-04-09 Completed 33.33% $28.81 $29.34 1.84% Stop
2002-02-06 2002-03-01 Interest (CASH) 33.33% $1.00 $1.00 0.11% Interest Income
2001-12-24 2002-02-06 Completed 33.33% $33.35 $31.08 -6.83% Stop
2001-02-28 2001-12-24 Interest (CASH) 33.33% $1.00 $1.03 2.55% Interest Income
2001-04-10 2001-05-22 Completed 33.33% $31.97 $43.28 35.38% Signal
2001-03-19 2001-04-10 Interest (CASH) 33.33% $1.00 $1.00 0.26% Interest Income
2001-03-02 2001-03-19 Completed 33.33% $39.82 $34.96 -12.20% Stop
2001-02-28 2001-03-02 Interest (CASH) 33.33% $1.00 $1.00 0.02% Interest Income