Strategy Zoo / S0757
PriceMomentum_V0757
ARCHIVEDhybridcrossoverentry from PriceMomentum_V0707, exit from PriceMomentum_V0671
Fitness
0.6210
Generation
35
Complexity
15
Created
2026-09-26
Lineage
Parents (2)
logic of PriceMomentum_V0539 with risk overlay of LongTermTrend_V0472
changed ret_20d threshold 0.05 -> 0.1275; changed sma_200_slope threshold 0.0 -> 0.001
Children (0)
None
Strategy Logic (pseudocode)
# PriceMomentum_V0757 [hybrid]
require regime.trend in ['DOWNTREND', 'UPTREND']
if flat and (ret_20d > 0.1146 and ((((close > sma_200 and sma_200_slope > 0.001) or ret_20d > 0.05) and ret_20d > 0.1275 and cumret_252d > -0.1997) and ret_20d > 0.05)):
position = 1.0
if long and ret_20d < -0.03:
position = 0.0 # exit to cash
if regime.volatility == "MEDIUM_VOLATILITY": position *= 0.68Backtest Metrics
| Metric | Train | Validation | Hidden Test | Full |
|---|---|---|---|---|
| CAGR | 21.6% | 73.6% | 12.3% | 28.4% |
| Total Return | 377.0% | 423.1% | 53.9% | 3855.0% |
| Sharpe | 0.89 | 1.50 | 0.56 | 0.97 |
| Sortino | 0.80 | 1.30 | 0.41 | 0.80 |
| Calmar | 0.54 | 2.18 | 0.37 | 0.72 |
| Volatility | 25.8% | 42.9% | 27.7% | 30.5% |
| Max DD | -39.7% | -33.8% | -32.8% | -39.7% |
| Win Rate | 50.0% | 58.3% | 57.1% | 53.8% |
| Avg Win | 19.8% | 38.1% | 11.8% | 24.7% |
| Avg Loss | -5.2% | -9.6% | -6.8% | -6.5% |
| Payoff | 3.82 | 3.97 | 1.73 | 3.78 |
| Expectancy | 7.3% | 18.3% | 3.8% | 10.3% |
| Profit Factor | 3.82 | 5.56 | 2.30 | 4.41 |
| Trades | 26 | 12 | 14 | 52 |
| Avg Holding Days | 22.0 | 25.4 | 16.7 | 22.3 |
| Turnover | 7.7 | 9.1 | 9.5 | 8.4 |
| Exposure | 27.8% | 32.8% | 23.3% | 27.7% |
Growth of $100
PriceMomentum_V0757 vs TSLA Buy & Hold
PriceMomentum_V0757 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 | 13.4% | 1.11 | -13.7% | 5 |
| 2017 | 3.0% | 0.25 | -19.0% | 4 |
| 2018 | -27.3% | -1.43 | -28.9% | 4 |
| 2019 | 41.8% | 2.10 | -8.5% | 1 |
| 2020 | 325.1% | 2.53 | -33.8% | 5 |
| 2021 | 60.2% | 1.97 | -12.5% | 2 |
| 2022 | -25.5% | -1.28 | -31.7% | 5 |
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 | 272 | -1.5% | -0.09 | 14% |
| hidden test | EXPENSIVE | 83 | 44.2% | 1.13 | 56% |
| hidden test | EXTREME | 48 | 187.4% | 3.43 | 65% |
| hidden test | HIGH VOLATILITY | 254 | 1.5% | 0.04 | 28% |
| hidden test | LOW VOLATILITY | 432 | 35.2% | 1.81 | 19% |
| hidden test | MEDIUM VOLATILITY | 250 | -4.5% | -0.15 | 25% |
| hidden test | NORMAL | 805 | 2.3% | 0.10 | 17% |
| hidden test | SIDEWAYS | 293 | -1.7% | -0.15 | 2% |
| hidden test | UPTREND | 371 | 41.5% | 1.04 | 47% |
| train | DOWNTREND | 518 | 6.3% | 0.96 | 4% |
| train | EXPENSIVE | 311 | 29.6% | 0.92 | 55% |
| train | EXTREME | 100 | 376.5% | 5.24 | 91% |
| train | HIGH VOLATILITY | 699 | 44.7% | 1.29 | 29% |
| train | LOW VOLATILITY | 745 | 23.9% | 1.17 | 37% |
| train | MEDIUM VOLATILITY | 568 | -5.6% | -0.31 | 14% |
| train | NORMAL | 1,601 | -0.6% | -0.04 | 19% |
| train | SIDEWAYS | 592 | -4.2% | -0.43 | 2% |
| train | UPTREND | 902 | 50.0% | 1.34 | 59% |
| validation | DOWNTREND | 125 | 36.3% | 2.18 | 5% |
| validation | EXPENSIVE | 138 | 44.9% | 0.95 | 44% |
| validation | EXTREME | 144 | 264.7% | 3.50 | 75% |
| validation | HIGH VOLATILITY | 258 | 69.3% | 1.11 | 41% |
| validation | LOW VOLATILITY | 183 | 36.8% | 2.06 | 23% |
| validation | MEDIUM VOLATILITY | 315 | 76.3% | 2.39 | 32% |
| validation | NORMAL | 474 | 9.2% | 0.42 | 17% |
| validation | SIDEWAYS | 206 | -18.0% | -1.48 | 2% |
| validation | UPTREND | 425 | 112.6% | 2.02 | 56% |
Trades (full period)
53 trades
| Entry | Exit | Entry Px | Exit Px | Return | Days | |
|---|---|---|---|---|---|---|
| 2026-08-24 | — | $348.95 | — | 1.79% | 24 | OPEN |
| 2026-05-29 | 2026-06-01 | $435.79 | $415.88 | -1.63% | 2 | |
| 2026-05-07 | 2026-05-08 | $411.79 | $428.35 | 3.07% | 2 | |
| 2025-12-15 | 2026-01-07 | $475.31 | $431.41 | -5.85% | 16 | |
| 2025-09-15 | 2025-11-14 | $410.04 | $404.35 | 1.00% | 45 | |
| 2025-05-22 | 2025-06-06 | $341.04 | $295.14 | -9.43% | 11 | |
| 2025-05-06 | 2025-05-12 | $275.35 | $318.38 | 6.21% | 5 | |
| 2025-04-16 | 2025-04-22 | $241.55 | $237.97 | -10.66% | 4 | |
| 2024-11-07 | 2025-01-14 | $296.91 | $396.36 | 37.66% | 45 | |
| 2024-10-03 | 2024-10-14 | $240.66 | $219.16 | -12.81% | 8 | |
| 2024-09-06 | 2024-09-27 | $210.73 | $260.46 | 9.15% | 16 | |
| 2024-07-02 | 2024-08-02 | $231.26 | $207.67 | 1.87% | 23 | |
| 2024-05-15 | 2024-05-29 | $173.99 | $176.19 | -0.65% | 10 | |
| 2023-06-02 | 2023-08-02 | $213.97 | $254.11 | 27.37% | 42 | |
| 2023-05-24 | 2023-05-31 | $182.90 | $203.93 | 8.07% | 5 | |
| 2022-08-16 | 2022-08-22 | $306.56 | $289.91 | -3.63% | 5 | |
| 2022-08-05 | 2022-08-08 | $288.17 | $290.42 | -4.64% | 2 | |
| 2022-07-19 | 2022-08-02 | $245.53 | $300.59 | 18.87% | 11 | |
| 2022-04-05 | 2022-04-27 | $363.75 | $293.84 | -16.47% | 16 | |
| 2022-01-04 | 2022-01-20 | $383.20 | $332.09 | -18.24% | 12 | |
| 2021-09-16 | 2021-12-01 | $252.33 | $365.00 | 52.23% | 54 | |
| 2020-11-19 | 2021-02-11 | $166.42 | $270.55 | 39.28% | 57 | |
| 2020-10-07 | 2020-10-20 | $141.77 | $140.65 | 4.77% | 10 | |
| 2020-08-19 | 2020-09-24 | $125.24 | $129.26 | -5.01% | 26 | |
| 2020-05-20 | 2020-08-10 | $54.37 | $94.57 | 66.62% | 57 | |
| 2020-04-14 | 2020-04-30 | $47.33 | $52.13 | 22.74% | 13 | |
| 2019-10-25 | 2020-03-04 | $21.88 | $49.97 | 133.27% | 89 | |
| 2019-07-16 | 2019-07-22 | $16.83 | $17.05 | 1.64% | 5 | |
| 2018-11-19 | 2018-11-20 | $23.56 | $23.17 | -0.44% | 2 | |
| 2018-08-03 | 2018-08-20 | $23.21 | $20.56 | -12.77% | 12 | |
| 2018-06-15 | 2018-07-05 | $23.88 | $20.61 | -13.27% | 14 | |
| 2018-05-01 | 2018-05-04 | $19.99 | $19.61 | -3.41% | 4 | |
| 2017-08-07 | 2017-08-24 | $23.68 | $23.53 | -1.71% | 14 | |
| 2017-06-05 | 2017-07-06 | $23.15 | $20.59 | -3.99% | 23 | |
| 2017-04-04 | 2017-05-24 | $20.25 | $20.68 | -1.30% | 36 | |
| 2017-01-05 | 2017-03-08 | $15.12 | $16.46 | 10.62% | 43 | |
| 2016-12-21 | 2016-12-28 | $13.85 | $14.65 | 5.11% | 5 | |
| 2016-07-26 | 2016-08-23 | $15.30 | $14.99 | -3.27% | 21 | |
| 2016-04-05 | 2016-05-04 | $17.03 | $14.84 | -5.92% | 22 | |
| 2016-03-24 | 2016-03-28 | $15.18 | $15.35 | 1.44% | 2 | |
| 2016-03-04 | 2016-03-21 | $13.40 | $15.89 | 16.89% | 12 | |
| 2015-05-12 | 2015-07-28 | $16.32 | $17.65 | 9.26% | 54 | |
| 2015-04-29 | 2015-05-01 | $15.50 | $15.07 | -2.12% | 3 | |
| 2015-04-27 | 2015-04-28 | $15.44 | $15.37 | 5.80% | 2 | |
| 2014-08-08 | 2014-09-16 | $16.54 | $17.38 | 0.38% | 27 | |
| 2014-06-24 | 2014-07-17 | $15.50 | $14.36 | -8.64% | 17 | |
| 2014-01-24 | 2014-03-26 | $11.64 | $14.20 | 14.08% | 43 | |
| 2013-07-02 | 2013-10-22 | $7.85 | $11.44 | 50.16% | 79 | |
| 2013-04-02 | 2013-06-26 | $2.96 | $7.05 | 138.25% | 61 | |
| 2013-01-29 | 2013-02-26 | $2.53 | $2.30 | -9.10% | 20 | |
| 2012-11-23 | 2012-12-14 | $2.14 | $2.25 | 3.30% | 16 | |
| 2012-02-23 | 2012-04-10 | $2.30 | $2.16 | 1.10% | 33 | |
| 2012-02-21 | 2012-02-22 | $2.30 | $2.28 | -1.54% | 2 |