Strategy Zoo / S0060
PriceMomentum_V0060
ARCHIVEDhybridcrossoverentry = PriceMomentum_V0053 OR LongTermTrend_V0029
Fitness
0.4006
Generation
3
Complexity
6
Created
2026-09-18
Lineage
Parents (2)
removed entry condition: close > sma_200; added exit filter: dist_sma_200 < 0.1009
changed ret_20d threshold 0.05 -> -0.0698
Children (2)
Strategy Logic (pseudocode)
# PriceMomentum_V0060 [hybrid]
if flat and (ret_20d > -0.0698 or sma_200_slope > 0.0):
position = 1.0
if long and (close < sma_200 or dist_sma_200 < 0.1009):
position = 0.0 # exit to cashBacktest Metrics
| Metric | Train | Validation | Hidden Test | Full |
|---|---|---|---|---|
| CAGR | 7.3% | 78.0% | -10.8% | 13.8% |
| Total Return | 75.7% | 464.3% | -34.4% | 569.9% |
| Sharpe | 0.37 | 1.22 | -0.05 | 0.51 |
| Sortino | 0.53 | 1.63 | -0.07 | 0.70 |
| Calmar | 0.09 | 1.29 | -0.18 | 0.17 |
| Volatility | 41.2% | 64.8% | 43.0% | 47.4% |
| Max DD | -83.5% | -60.7% | -60.6% | -83.5% |
| Win Rate | 43.0% | 52.5% | 46.8% | 45.5% |
| Avg Win | 3.5% | 12.4% | 2.7% | 4.8% |
| Avg Loss | -2.1% | -2.9% | -2.6% | -2.3% |
| Payoff | 1.66 | 4.23 | 1.05 | 2.06 |
| Expectancy | 0.3% | 5.1% | -0.1% | 0.9% |
| Profit Factor | 1.26 | 4.68 | 0.93 | 1.72 |
| Trades | 514 | 120 | 252 | 886 |
| Avg Holding Days | 3.5 | 5.8 | 3.3 | 3.8 |
| Turnover | 128.9 | 80.0 | 136.7 | 120.8 |
| Exposure | 66.2% | 75.7% | 63.2% | 67.4% |
Growth of $100
PriceMomentum_V0060 vs TSLA Buy & Hold
PriceMomentum_V0060 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 | -37.9% | -1.88 | -42.2% | 93 |
| 2017 | 56.6% | 1.53 | -19.5% | 28 |
| 2018 | -47.1% | -1.55 | -49.3% | 90 |
| 2019 | -6.5% | 0.01 | -48.1% | 79 |
| 2020 | 585.4% | 2.65 | -60.7% | 1 |
| 2021 | 49.8% | 1.03 | -36.2% | 48 |
| 2022 | -53.8% | -1.59 | -55.0% | 71 |
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 | 267 | 4.6% | 0.13 | 39% |
| hidden test | EXPENSIVE | 83 | 68.7% | 1.17 | 99% |
| hidden test | EXTREME | 48 | 185.0% | 2.93 | 100% |
| hidden test | HIGH VOLATILITY | 254 | 17.5% | 0.33 | 54% |
| hidden test | LOW VOLATILITY | 429 | 7.4% | 0.22 | 63% |
| hidden test | MEDIUM VOLATILITY | 248 | -38.8% | -0.82 | 72% |
| hidden test | NORMAL | 800 | -20.8% | -0.53 | 57% |
| hidden test | SIDEWAYS | 293 | -54.7% | -1.49 | 60% |
| hidden test | UPTREND | 371 | 34.4% | 0.67 | 84% |
| train | DOWNTREND | 518 | -40.0% | -1.42 | 40% |
| train | EXPENSIVE | 311 | 98.1% | 1.89 | 100% |
| train | EXTREME | 100 | 416.1% | 5.63 | 100% |
| train | HIGH VOLATILITY | 699 | 30.3% | 0.57 | 63% |
| train | LOW VOLATILITY | 745 | 28.9% | 1.00 | 68% |
| train | MEDIUM VOLATILITY | 568 | -20.6% | -0.54 | 68% |
| train | NORMAL | 1,601 | -25.7% | -0.74 | 58% |
| train | SIDEWAYS | 592 | -11.5% | -0.30 | 57% |
| train | UPTREND | 902 | 64.9% | 1.34 | 88% |
| validation | DOWNTREND | 125 | -32.1% | -1.05 | 27% |
| validation | EXPENSIVE | 138 | 84.2% | 1.10 | 99% |
| validation | EXTREME | 144 | 384.0% | 4.30 | 100% |
| validation | HIGH VOLATILITY | 258 | 116.3% | 1.30 | 80% |
| validation | LOW VOLATILITY | 183 | 69.5% | 2.40 | 64% |
| validation | MEDIUM VOLATILITY | 315 | 53.2% | 0.96 | 79% |
| validation | NORMAL | 474 | -15.6% | -0.32 | 61% |
| validation | SIDEWAYS | 206 | -34.6% | -0.64 | 69% |
| validation | UPTREND | 425 | 166.2% | 2.20 | 93% |
Trades (full period)
latest 100 of 887
| Entry | Exit | Entry Px | Exit Px | Return | Days | |
|---|---|---|---|---|---|---|
| 2026-09-18 | — | $363.40 | — | -0.86% | 1 | OPEN |
| 2026-09-16 | 2026-09-17 | $358.08 | $366.20 | 0.22% | 2 | |
| 2026-09-14 | 2026-09-15 | $358.97 | $356.58 | -1.97% | 2 | |
| 2026-09-10 | 2026-09-11 | $363.56 | $365.44 | -1.35% | 2 | |
| 2026-09-08 | 2026-09-09 | $368.16 | $367.81 | 3.77% | 2 | |
| 2026-09-03 | 2026-09-04 | $376.37 | $354.08 | 5.22% | 2 | |
| 2026-09-01 | 2026-09-02 | $356.09 | $357.01 | -3.42% | 2 | |
| 2026-08-28 | 2026-08-31 | $348.75 | $367.95 | -1.91% | 2 | |
| 2026-08-26 | 2026-08-27 | $345.82 | $354.81 | -1.46% | 2 | |
| 2026-08-24 | 2026-08-25 | $348.95 | $350.25 | -4.03% | 2 | |
| 2026-08-20 | 2026-08-21 | $345.13 | $362.86 | -1.90% | 2 | |
| 2026-07-22 | 2026-07-23 | $374.01 | $319.69 | -1.50% | 2 | |
| 2026-07-17 | 2026-07-20 | $380.84 | $369.57 | -2.81% | 2 | |
| 2026-07-15 | 2026-07-16 | $394.46 | $391.06 | -0.63% | 2 | |
| 2026-07-13 | 2026-07-14 | $394.76 | $396.18 | -3.38% | 2 | |
| 2026-07-09 | 2026-07-10 | $406.55 | $407.76 | 2.97% | 2 | |
| 2026-07-07 | 2026-07-08 | $402.90 | $394.06 | -4.21% | 2 | |
| 2026-07-02 | 2026-07-06 | $393.45 | $419.77 | -7.68% | 2 | |
| 2026-06-30 | 2026-07-01 | $420.60 | $425.30 | 1.93% | 2 | |
| 2026-06-26 | 2026-06-29 | $379.71 | $411.84 | 1.02% | 2 | |
| 2026-06-24 | 2026-06-25 | $375.53 | $375.12 | -1.79% | 2 | |
| 2026-06-22 | 2026-06-23 | $405.05 | $381.61 | 0.94% | 2 | |
| 2026-06-17 | 2026-06-18 | $396.38 | $400.49 | -2.24% | 2 | |
| 2026-06-15 | 2026-06-16 | $411.15 | $404.66 | 0.96% | 2 | |
| 2026-06-11 | 2026-06-12 | $399.15 | $406.43 | 4.40% | 2 | |
| 2026-06-09 | 2026-06-10 | $396.68 | $381.59 | -3.20% | 2 | |
| 2026-06-05 | 2026-06-08 | $391.00 | $408.95 | -6.75% | 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 | |
| 2026-05-19 | 2026-05-20 | $404.11 | $417.26 | -1.63% | 2 | |
| 2026-05-15 | 2026-05-18 | $422.24 | $409.99 | -4.95% | 2 | |
| 2026-05-13 | 2026-05-14 | $445.27 | $443.30 | 2.52% | 2 | |
| 2026-05-11 | 2026-05-12 | $445.00 | $433.45 | 3.68% | 2 | |
| 2026-05-07 | 2026-05-08 | $411.79 | $428.35 | 3.07% | 2 | |
| 2026-05-05 | 2026-05-06 | $389.37 | $398.73 | -1.00% | 2 | |
| 2026-05-01 | 2026-05-04 | $390.82 | $392.51 | 2.21% | 2 | |
| 2026-04-29 | 2026-04-30 | $372.80 | $381.63 | -1.06% | 2 | |
| 2026-04-27 | 2026-04-28 | $378.67 | $376.02 | 0.43% | 2 | |
| 2026-04-23 | 2026-04-24 | $373.72 | $376.30 | -3.75% | 2 | |
| 2026-04-21 | 2026-04-22 | $386.42 | $387.51 | -1.75% | 2 | |
| 2026-04-17 | 2026-04-20 | $400.62 | $392.50 | 2.81% | 2 | |
| 2026-04-15 | 2026-04-16 | $391.95 | $388.90 | 7.41% | 2 | |
| 2026-04-13 | 2026-04-14 | $352.42 | $364.20 | 0.79% | 2 | |
| 2026-04-09 | 2026-04-10 | $345.62 | $348.95 | 0.49% | 2 | |
| 2026-04-07 | 2026-04-08 | $346.65 | $343.25 | -1.95% | 2 | |
| 2026-04-02 | 2026-04-06 | $360.59 | $352.82 | -5.62% | 2 | |
| 2026-03-31 | 2026-04-01 | $371.75 | $381.26 | 4.43% | 2 | |
| 2026-03-27 | 2026-03-30 | $361.83 | $355.28 | -2.96% | 2 | |
| 2026-03-25 | 2026-03-26 | $385.95 | $372.11 | 0.56% | 2 | |
| 2026-03-23 | 2026-03-24 | $380.85 | $383.03 | 3.30% | 2 | |
| 2026-03-19 | 2026-03-20 | $380.30 | $367.96 | -3.37% | 2 | |
| 2026-03-17 | 2026-03-18 | $399.27 | $392.78 | 0.74% | 2 | |
| 2026-03-13 | 2026-03-16 | $391.20 | $395.56 | -1.16% | 2 | |
| 2026-03-11 | 2026-03-12 | $407.82 | $395.01 | 1.95% | 2 | |
| 2026-03-09 | 2026-03-10 | $398.68 | $399.24 | 0.29% | 2 | |
| 2026-03-05 | 2026-03-06 | $405.55 | $396.73 | -0.30% | 2 | |
| 2026-03-03 | 2026-03-04 | $392.43 | $405.94 | -2.90% | 2 | |
| 2026-02-27 | 2026-03-02 | $402.51 | $403.32 | -1.68% | 2 | |
| 2026-02-25 | 2026-02-26 | $417.40 | $408.58 | 1.76% | 2 | |
| 2026-02-23 | 2026-02-24 | $399.83 | $409.38 | -3.11% | 2 | |
| 2026-02-19 | 2026-02-20 | $411.71 | $411.82 | -0.11% | 2 | |
| 2026-02-17 | 2026-02-18 | $410.63 | $411.32 | -1.83% | 2 | |
| 2026-02-10 | 2026-02-13 | $425.21 | $417.44 | -0.26% | 4 | |
| 2026-02-06 | 2026-02-09 | $411.11 | $417.32 | 3.30% | 2 | |
| 2025-09-12 | 2026-02-05 | $395.94 | $397.21 | 9.87% | 101 | |
| 2025-09-10 | 2025-09-11 | $347.79 | $368.81 | 0.04% | 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 | |
| 2025-09-02 | 2025-09-03 | $329.36 | $334.09 | -1.55% | 2 | |
| 2025-08-28 | 2025-08-29 | $345.98 | $333.87 | -1.23% | 2 | |
| 2025-08-26 | 2025-08-27 | $351.67 | $349.60 | 1.26% | 2 | |
| 2025-08-22 | 2025-08-25 | $340.01 | $346.60 | 6.01% | 2 | |
| 2025-08-20 | 2025-08-21 | $323.90 | $320.11 | -1.84% | 2 | |
| 2025-08-18 | 2025-08-19 | $335.16 | $329.31 | 1.19% | 2 | |
| 2025-08-14 | 2025-08-15 | $335.58 | $330.56 | -1.32% | 2 | |
| 2025-08-12 | 2025-08-13 | $340.84 | $339.38 | 0.33% | 2 | |
| 2025-08-08 | 2025-08-11 | $329.65 | $339.03 | 2.09% | 2 | |
| 2025-08-06 | 2025-08-07 | $319.91 | $322.27 | 3.42% | 2 | |
| 2025-08-04 | 2025-08-05 | $309.26 | $308.72 | 1.99% | 2 | |
| 2025-07-31 | 2025-08-01 | $308.27 | $302.63 | -3.57% | 2 | |
| 2025-07-29 | 2025-07-30 | $321.20 | $319.04 | -1.55% | 2 | |
| 2025-07-25 | 2025-07-28 | $316.06 | $325.59 | 3.32% | 2 | |
| 2025-07-23 | 2025-07-24 | $332.56 | $305.30 | -0.06% | 2 | |
| 2025-07-21 | 2025-07-22 | $328.49 | $332.11 | -0.55% | 2 | |
| 2025-07-17 | 2025-07-18 | $319.41 | $329.65 | -0.90% | 2 | |
| 2025-07-15 | 2025-07-16 | $310.78 | $321.67 | -2.13% | 2 | |
| 2025-07-11 | 2025-07-14 | $313.51 | $316.90 | 0.97% | 2 | |
| 2025-07-09 | 2025-07-10 | $295.88 | $309.87 | -0.85% | 2 | |
| 2025-07-07 | 2025-07-08 | $293.94 | $297.81 | -6.98% | 2 | |
| 2025-07-02 | 2025-07-03 | $315.65 | $315.35 | 4.76% | 2 | |
| 2025-06-30 | 2025-07-01 | $317.66 | $300.71 | -2.04% | 2 | |
| 2025-06-26 | 2025-06-27 | $325.78 | $323.63 | -0.74% | 2 | |
| 2025-06-23 | 2025-06-25 | $348.68 | $327.55 | 5.48% | 3 | |
| 2025-06-18 | 2025-06-20 | $322.05 | $322.16 | 1.60% | 2 | |
| 2025-06-16 | 2025-06-17 | $329.13 | $316.35 | 0.97% | 2 | |
| 2025-06-12 | 2025-06-13 | $319.11 | $325.31 | -2.44% | 2 | |
| 2025-06-10 | 2025-06-11 | $326.09 | $326.43 | 5.47% | 2 |