Strategy Zoo / S1721
PriceMomentum_V1721
ARCHIVEDhybridstructuralreplaced exit rule with: cumret_252d > -0.3576
Fitness
0.3468
Generation
79
Complexity
2
Created
2026-10-16
Lineage
Parents (1)
changed ret_20d threshold 0.184 -> 0.073
Children (0)
None
Strategy Logic (pseudocode)
# PriceMomentum_V1721 [hybrid]
if flat and ret_20d > 0.073:
position = 1.0
if long and cumret_252d > -0.3576:
position = 0.0 # exit to cashBacktest Metrics
| Metric | Train | Validation | Hidden Test | Full |
|---|---|---|---|---|
| CAGR | 6.9% | 24.3% | 12.4% | 11.9% |
| Total Return | 70.1% | 92.1% | 55.6% | 422.1% |
| Sharpe | 0.43 | 0.83 | 0.61 | 0.58 |
| Sortino | 0.37 | 0.80 | 0.51 | 0.51 |
| Calmar | 0.23 | 0.74 | 0.50 | 0.36 |
| Volatility | 20.0% | 32.8% | 24.2% | 24.2% |
| Max DD | -30.5% | -33.0% | -24.8% | -33.0% |
| Win Rate | 52.6% | 56.6% | 56.7% | 54.6% |
| Avg Win | 2.1% | 3.1% | 2.8% | 2.6% |
| Avg Loss | -2.0% | -3.0% | -2.9% | -2.4% |
| Payoff | 1.08 | 1.05 | 1.00 | 1.06 |
| Expectancy | 0.2% | 0.5% | 0.4% | 0.3% |
| Profit Factor | 1.20 | 1.36 | 1.30 | 1.28 |
| Trades | 365 | 175 | 157 | 698 |
| Avg Holding Days | 2.0 | 2.0 | 2.1 | 2.0 |
| Turnover | 91.4 | 116.7 | 83.3 | 94.6 |
| Exposure | 18.3% | 23.1% | 17.5% | 19.1% |
Growth of $100
PriceMomentum_V1721 vs TSLA Buy & Hold
PriceMomentum_V1721 TSLA Buy & HoldIn-sampleValidationHidden test
Growth of $100 · log scale · in-sample, validation and hidden-test segments are shaded separately and must not be compared as one out-of-sample track record.
Walk-Forward Years
year-by-year stability matters more than any single year
| Year | CAGR | Sharpe | Max DD | Trades |
|---|---|---|---|---|
| 2016 | 9.2% | 0.78 | -10.8% | 32 |
| 2017 | 31.8% | 2.04 | -4.0% | 52 |
| 2018 | 12.2% | 0.73 | -13.6% | 33 |
| 2019 | -11.7% | -0.50 | -17.2% | 36 |
| 2020 | 90.4% | 1.60 | -33.0% | 90 |
| 2021 | 2.5% | 0.22 | -27.4% | 53 |
| 2022 | -1.7% | 0.01 | -15.2% | 31 |
A robust strategy performs acceptably in most years rather than spectacularly in one — look for consistency across regimes, not a single outlier year.
Regime Performance
| Period | Regime | Days | Ann. Return | Sharpe | Exposure |
|---|---|---|---|---|---|
| hidden test | DOWNTREND | 279 | 24.8% | 1.03 | 14% |
| hidden test | EXPENSIVE | 83 | 76.2% | 2.60 | 27% |
| hidden test | EXTREME | 48 | 92.7% | 1.95 | 31% |
| hidden test | HIGH VOLATILITY | 254 | 41.3% | 1.19 | 22% |
| hidden test | LOW VOLATILITY | 445 | 20.4% | 1.18 | 17% |
| hidden test | MEDIUM VOLATILITY | 251 | -22.6% | -1.06 | 14% |
| hidden test | NORMAL | 819 | 3.8% | 0.18 | 16% |
| hidden test | SIDEWAYS | 300 | -17.9% | -1.10 | 15% |
| hidden test | UPTREND | 371 | 33.3% | 1.15 | 22% |
| train | DOWNTREND | 518 | 7.4% | 1.13 | 6% |
| train | EXPENSIVE | 311 | 26.1% | 1.00 | 31% |
| train | EXTREME | 100 | 104.3% | 2.57 | 47% |
| train | HIGH VOLATILITY | 699 | 11.6% | 0.47 | 19% |
| train | LOW VOLATILITY | 745 | 9.0% | 0.60 | 21% |
| train | MEDIUM VOLATILITY | 568 | 4.5% | 0.24 | 14% |
| train | NORMAL | 1,601 | -0.7% | -0.04 | 14% |
| train | SIDEWAYS | 592 | -5.2% | -0.28 | 15% |
| train | UPTREND | 902 | 18.4% | 0.73 | 27% |
| validation | DOWNTREND | 125 | 9.6% | 1.05 | 5% |
| validation | EXPENSIVE | 138 | 6.8% | 0.17 | 28% |
| validation | EXTREME | 144 | 124.2% | 2.38 | 45% |
| validation | HIGH VOLATILITY | 258 | 40.2% | 0.94 | 24% |
| validation | LOW VOLATILITY | 183 | 9.9% | 0.62 | 17% |
| validation | MEDIUM VOLATILITY | 315 | 26.6% | 0.87 | 26% |
| validation | NORMAL | 474 | 3.7% | 0.18 | 15% |
| validation | SIDEWAYS | 206 | 3.4% | 0.15 | 17% |
| validation | UPTREND | 425 | 43.9% | 1.08 | 32% |
Trades (full period)
latest 100 of 698
| Entry | Exit | Entry Px | Exit Px | Return | Days | |
|---|---|---|---|---|---|---|
| 2026-09-25 | 2026-09-28 | $372.11 | $357.45 | -1.74% | 2 | |
| 2026-09-23 | 2026-09-24 | $380.12 | $377.94 | 0.12% | 2 | |
| 2026-09-11 | 2026-09-14 | $365.44 | $358.97 | 0.32% | 2 | |
| 2026-09-09 | 2026-09-10 | $367.81 | $363.56 | -0.29% | 2 | |
| 2026-09-04 | 2026-09-08 | $354.08 | $368.16 | -6.12% | 2 | |
| 2026-09-02 | 2026-09-03 | $357.01 | $376.37 | 0.06% | 2 | |
| 2026-08-31 | 2026-09-01 | $367.95 | $356.09 | 5.30% | 2 | |
| 2026-08-27 | 2026-08-28 | $354.81 | $348.75 | 2.40% | 2 | |
| 2026-08-25 | 2026-08-26 | $350.25 | $345.82 | 0.17% | 2 | |
| 2026-08-21 | 2026-08-24 | $362.86 | $348.95 | 4.93% | 2 | |
| 2026-06-03 | 2026-06-04 | $423.70 | $418.45 | -0.21% | 2 | |
| 2026-06-01 | 2026-06-02 | $415.88 | $423.74 | -4.76% | 2 | |
| 2026-05-28 | 2026-05-29 | $442.10 | $435.79 | 0.19% | 2 | |
| 2026-05-26 | 2026-05-27 | $433.59 | $440.36 | 1.58% | 2 | |
| 2026-05-21 | 2026-05-22 | $417.85 | $426.01 | -0.06% | 2 | |
| 2026-05-14 | 2026-05-15 | $443.30 | $422.24 | -0.64% | 2 | |
| 2026-05-12 | 2026-05-13 | $433.45 | $445.27 | -2.79% | 2 | |
| 2026-05-08 | 2026-05-11 | $428.35 | $445.00 | 3.82% | 2 | |
| 2026-05-06 | 2026-05-07 | $398.73 | $411.79 | 2.20% | 2 | |
| 2026-05-04 | 2026-05-05 | $392.51 | $389.37 | 0.23% | 2 | |
| 2025-12-26 | 2025-12-29 | $475.19 | $459.64 | -2.30% | 2 | |
| 2025-12-23 | 2025-12-24 | $485.56 | $485.40 | -0.85% | 2 | |
| 2025-12-19 | 2025-12-22 | $481.20 | $488.73 | -0.65% | 2 | |
| 2025-12-17 | 2025-12-18 | $467.26 | $483.37 | -4.81% | 2 | |
| 2025-12-15 | 2025-12-16 | $475.31 | $489.88 | 3.36% | 2 | |
| 2025-10-10 | 2025-10-13 | $413.49 | $435.90 | -5.26% | 2 | |
| 2025-10-08 | 2025-10-09 | $438.69 | $435.54 | 1.09% | 2 | |
| 2025-10-06 | 2025-10-07 | $453.25 | $433.09 | 5.24% | 2 | |
| 2025-10-02 | 2025-10-03 | $436.00 | $429.83 | -5.30% | 2 | |
| 2025-09-30 | 2025-10-01 | $444.72 | $459.46 | 0.14% | 2 | |
| 2025-09-26 | 2025-09-29 | $440.40 | $443.21 | 3.81% | 2 | |
| 2025-09-24 | 2025-09-25 | $442.79 | $423.39 | 3.77% | 2 | |
| 2025-09-22 | 2025-09-23 | $434.21 | $425.85 | 1.71% | 2 | |
| 2025-09-18 | 2025-09-19 | $416.85 | $426.07 | -2.31% | 2 | |
| 2025-09-16 | 2025-09-17 | $421.62 | $425.86 | 2.62% | 2 | |
| 2025-09-12 | 2025-09-15 | $395.94 | $410.04 | 7.15% | 2 | |
| 2025-09-08 | 2025-09-09 | $346.40 | $346.97 | -1.46% | 2 | |
| 2025-09-04 | 2025-09-05 | $338.53 | $350.84 | 1.13% | 2 | |
| 2025-08-29 | 2025-09-02 | $333.87 | $329.36 | -3.70% | 2 | |
| 2025-08-27 | 2025-08-28 | $349.60 | $345.98 | -0.79% | 2 | |
| 2025-08-25 | 2025-08-26 | $346.60 | $351.67 | 1.74% | 2 | |
| 2025-08-13 | 2025-08-14 | $339.38 | $335.58 | -0.63% | 2 | |
| 2025-08-07 | 2025-08-08 | $322.27 | $329.65 | 0.54% | 2 | |
| 2025-06-04 | 2025-06-05 | $332.05 | $284.70 | -3.75% | 2 | |
| 2025-06-02 | 2025-06-03 | $342.69 | $344.27 | -1.29% | 2 | |
| 2025-05-29 | 2025-05-30 | $358.43 | $346.46 | 0.23% | 2 | |
| 2025-05-27 | 2025-05-28 | $362.89 | $356.90 | 6.73% | 2 | |
| 2025-05-22 | 2025-05-23 | $341.04 | $339.34 | 1.72% | 2 | |
| 2025-05-20 | 2025-05-21 | $343.82 | $334.62 | 0.31% | 2 | |
| 2025-05-16 | 2025-05-19 | $349.98 | $342.09 | 1.89% | 2 | |
| 2025-05-14 | 2025-05-15 | $347.68 | $342.82 | 3.87% | 2 | |
| 2025-05-12 | 2025-05-13 | $318.38 | $334.07 | 6.54% | 2 | |
| 2025-05-07 | 2025-05-08 | $276.22 | $284.82 | 0.12% | 2 | |
| 2025-05-05 | 2025-05-06 | $280.26 | $275.35 | -2.62% | 2 | |
| 2025-04-29 | 2025-04-30 | $292.03 | $282.16 | 1.95% | 2 | |
| 2025-04-16 | 2025-04-17 | $241.55 | $241.37 | -5.14% | 2 | |
| 2025-04-10 | 2025-04-11 | $252.40 | $252.31 | -7.47% | 2 | |
| 2025-01-07 | 2025-01-08 | $394.36 | $394.94 | -4.26% | 2 | |
| 2025-01-03 | 2025-01-06 | $410.44 | $411.05 | 8.01% | 2 | |
| 2024-12-31 | 2025-01-02 | $403.84 | $379.28 | -3.45% | 2 | |
| 2024-12-27 | 2024-12-30 | $431.66 | $417.41 | -5.14% | 2 | |
| 2024-12-24 | 2024-12-26 | $462.28 | $454.13 | 7.15% | 2 | |
| 2024-12-20 | 2024-12-23 | $421.06 | $430.60 | -3.66% | 2 | |
| 2024-12-18 | 2024-12-19 | $440.13 | $436.17 | -8.47% | 2 | |
| 2024-12-16 | 2024-12-17 | $463.02 | $479.86 | 5.94% | 2 | |
| 2024-12-12 | 2024-12-13 | $418.10 | $436.23 | -1.77% | 2 | |
| 2024-12-10 | 2024-12-11 | $400.99 | $424.77 | 2.67% | 2 | |
| 2024-12-06 | 2024-12-09 | $389.22 | $389.79 | 5.13% | 2 | |
| 2024-12-04 | 2024-12-05 | $357.93 | $369.49 | 1.65% | 2 | |
| 2024-12-02 | 2024-12-03 | $357.09 | $351.42 | 3.25% | 2 | |
| 2024-11-27 | 2024-11-29 | $332.89 | $345.16 | -1.78% | 2 | |
| 2024-11-25 | 2024-11-26 | $338.59 | $338.23 | -4.16% | 2 | |
| 2024-11-21 | 2024-11-22 | $339.64 | $352.56 | -0.90% | 2 | |
| 2024-11-19 | 2024-11-20 | $346.00 | $342.03 | 1.94% | 2 | |
| 2024-11-15 | 2024-11-18 | $320.72 | $338.74 | 2.86% | 2 | |
| 2024-11-13 | 2024-11-14 | $330.24 | $311.18 | 0.33% | 2 | |
| 2024-11-11 | 2024-11-12 | $350.00 | $328.49 | 8.75% | 2 | |
| 2024-11-07 | 2024-11-08 | $296.91 | $321.22 | 2.70% | 2 | |
| 2024-10-09 | 2024-10-10 | $241.05 | $238.77 | -1.61% | 2 | |
| 2024-10-07 | 2024-10-08 | $240.83 | $244.50 | -3.90% | 2 | |
| 2024-10-02 | 2024-10-03 | $249.02 | $240.66 | -3.68% | 2 | |
| 2024-09-30 | 2024-10-01 | $261.63 | $258.02 | 0.25% | 2 | |
| 2024-09-26 | 2024-09-27 | $254.22 | $260.46 | -1.29% | 2 | |
| 2024-09-24 | 2024-09-25 | $254.27 | $257.02 | 1.51% | 2 | |
| 2024-09-20 | 2024-09-23 | $238.25 | $250.00 | -2.52% | 2 | |
| 2024-09-16 | 2024-09-17 | $226.78 | $227.87 | -1.72% | 2 | |
| 2024-09-12 | 2024-09-13 | $229.81 | $230.29 | 0.54% | 2 | |
| 2024-09-10 | 2024-09-11 | $226.17 | $228.13 | 4.37% | 2 | |
| 2024-09-05 | 2024-09-06 | $230.17 | $210.73 | 4.70% | 2 | |
| 2024-07-30 | 2024-07-31 | $222.62 | $232.07 | -4.28% | 2 | |
| 2024-07-26 | 2024-07-29 | $219.80 | $232.10 | -0.40% | 2 | |
| 2024-07-24 | 2024-07-25 | $215.99 | $220.25 | -12.52% | 2 | |
| 2024-07-22 | 2024-07-23 | $251.51 | $246.38 | 4.94% | 2 | |
| 2024-07-18 | 2024-07-19 | $249.23 | $239.20 | 0.09% | 2 | |
| 2024-07-16 | 2024-07-17 | $256.56 | $248.50 | 1.35% | 2 | |
| 2024-07-12 | 2024-07-15 | $248.23 | $252.64 | 2.78% | 2 | |
| 2024-07-10 | 2024-07-11 | $263.26 | $241.03 | 0.15% | 2 | |
| 2024-07-08 | 2024-07-09 | $252.94 | $262.33 | 0.36% | 2 | |
| 2024-07-03 | 2024-07-05 | $246.39 | $251.52 | 6.34% | 2 | |
| 2024-07-01 | 2024-07-02 | $209.86 | $231.26 | 5.85% | 2 |