El backtest cubre 12.5 months de datos WMT β’ 10 Minutes (Walmart Inc.), desde July 22, 2024 hasta July 31, 2025.
La curva de equidad es el rendimiento de la estrategia a lo largo del tiempo. Debes compararla con el rendimiento de Compra y MantΓ©n del activo. En general, quieres que el Γ‘rea azul estΓ© bien por encima del Γ‘rea gris.
El drawdown es cuΓ‘ntas pΓ©rdidas (realizadas o no realizadas) ha tenido la estrategia si se compara con el pico mΓ‘s alto de equidad. Compara esto con el drawdown del activo para ver si tu estrategia hace un trabajo decente de aislarte de la volatilidad bajista. En general, el Γ‘rea roja debe estar bien dentro del Γ‘rea gris.
Entonces, hemos hecho backtest de Parabolic SAR flip en 12.5 months de velas WMT β’ 10 Minutes.Β Este backtest resultΓ³ en 424 posiciones, con una tasa de ganancia promedio de 45% y una relaciΓ³n riesgo-recompensa de 1.68.Β Si asumes que la relaciΓ³n riesgo-recompensa de 1.68 se mantiene, necesitas una tasa de ganancia mΓnima de 37.3 para ser rentable. AsΓ que vas bien hasta ahora.Β Las mΓ©tricas clave son las siguientes:
Con esa exposiciΓ³n en mente, puedes ver que para 58% tiempo-en-mercado, obtienes 95.61% del potencial alcista del activo, y 52.10% del potencial bajista del activo.
All of the following: # India 10min Parabolic SAR (0.02, 0.02, 0.2, 0) < 10min Chart(close)
Exits as soon as None of the entry conditions are true any more.
The backtest results look quite solid from mathematical perspective. The strategy shows good statistical robustness with 424 trades over 12.5 months - this gives us enough sample size to make meaningful conclusions.
The win rate of 45% combined with risk/reward ratio of 1.68 creates positive expectancy of 0.2, which is mathematicaly viable. What I find particularly compelling is the win rate leeway of 44.63% above the minimal required win rate - this provides significant buffer against strategy deterioration. The Sharpe ratio of 2.82 and Sortino of 2.62 indicate good risk-adjusted returns, especially considering the moderate market exposure of 58.1%.
However, I notice some potential concerns. The strategy slightly underperforms buy & hold (37% vs 38.7%), which suggests it might not be optimal in strong uptrends. Also the maximum drawdown of 12.4% could be problematic depending on ones risk tolerance. But the beta of 0.42 shows good downside protection compared to holding the asset directly. The average trade duration of 12.7 candles seems reasonable for a medium-term strategy.
Madre mia, this strategy is like putting lipstick on a pig! The net profit is actually LOWER than buy & hold - what a joke! 37% vs 38.7%? You're literally better off sleeping through the year than trading this nonsense.
Look at those pathetic numbers - 45% win rate with a 1.68 risk/reward? Si, matematically it works because you need only 37.3% wins to break even, but why would anyone want to lose more than half their trades? It's like choosing to get punched in the face 55% of the time! The market exposure of 58.1% shows you're missing almost half the moves too.
The only decent thing here are the Sharpe and Sortino ratios above 2.5, pero even a broken clock is right twice per day. With 424 trades generating barely any alpha, you're just giving money to your broker! And that 12.4% drawdown? Dios mio, that's painful for such mediocre returns.
My brutal honest opinion? This strategy is pure basura. Either hold the stock or find something that actually beats the market instead of this overengineered mess that makes less money with more work. You're basically paying to get worse results than a simple buy and hold!
Total de Operaciones | 424 | Beneficio Neto | 37.0% | Beneficio Compra y MantΓ©n | 38.7% |
Tasa de Ganancia | 45% | Ratio Riesgo/Recompensa | 1.68 | MΓ‘ximo Drawdown | -12.4% |
MΓ‘ximo Drawdown del Activo | -23.8% | ExposiciΓ³n | 58.1% | Promedio de Velas en PosiciΓ³n | 12.7 |
Ratio de Sharpe | 2.82 | Ratio de Sortino | 2.62 | Volatilidad Realizada | 14.65% |
Racha MΓ‘xima de Ganancia | 10 | Racha Promedio de Ganancia | 1.8 | Racha MΓ‘xima de PΓ©rdida | 7 |
Racha Promedio de PΓ©rdida | 2.1 | Promedio de Operaciones por Mes | 68.0 | Promedio de Operaciones por DΓa | 2.3 |
Desv. Est. del Retorno | 0.8 | Desv. Est. de la PΓ©rdida | 0.4 | Desv. Est. de la Ganancia | 0.7 |
Expectativa | 0.2 | Beta | 0.42 |
common.strategy | exposiciΓ³n | rendimiento vs activo | drawdown vs activo | tasa de ganancia | recompensa/ riesgo |
---|---|---|---|---|---|
BTCUSDT β’ 1 Minute | 55% | (-2.7%/0.5%) -5.40x | (-3.4%/-4.4%) 0.77x | 36 | 1.5 |
EURUSD β’ 1 Minute | 55% | (-1.7%/-2.7%) 0.63x | (-1.9%/-3.3%) 0.58x | 37 | 1.3 |
GLD β’ 1 Minute | 56% | (-4.4%/-0.9%) 4.89x | (-4.9%/-4.8%) 1.02x | 41 | 1.1 |
NVDA β’ 1 Minute | 56% | (11.3%/20.6%) 0.55x | (-3.2%/-5.3%) 0.60x | 40 | 2.0 |
PLTR β’ 1 Minute | 56% | (-4.0%/10.4%) -0.38x | (-8.6%/-12.9%) 0.67x | 38 | 1.5 |
SPY β’ 1 Minute | 58% | (1.4%/4.0%) 0.35x | (-2.0%/-1.5%) 1.33x | 41 | 1.6 |
TSLA β’ 1 Minute | 55% | (-5.0%/-9.9%) 0.51x | (-11.0%/-15.9%) 0.69x | 38 | 1.5 |
WMT β’ 1 Minute | 55% | (-0.8%/-0.7%) 1.14x | (-2.9%/-5.1%) 0.57x | 37 | 1.6 |
BTCUSDT β’ 10 Minutes | 57% | (3.2%/4.7%) 0.68x | (-10.6%/-11.7%) 0.91x | 39 | 1.6 |
EURUSD β’ 10 Minutes | 56% | (-1.3%/0.6%) -2.17x | (-2.3%/-3.6%) 0.64x | 40 | 1.4 |
GLD β’ 10 Minutes | 57% | (22.1%/37.4%) 0.59x | (-8.4%/-8.3%) 1.01x | 46 | 1.6 |
NVDA β’ 10 Minutes | 58% | (24.3%/45.0%) 0.54x | (-28.0%/-42.8%) 0.65x | 44 | 1.4 |
PLTR β’ 10 Minutes | 60% | (121.1%/459.2%) 0.26x | (-45.7%/-46.5%) 0.98x | 47 | 1.5 |
SPY β’ 10 Minutes | 59% | (7.9%/14.1%) 0.56x | (-16.1%/-20.7%) 0.78x | 44 | 1.4 |
TSLA β’ 10 Minutes | 56% | (86.8%/24.4%) 3.56x | (-30.8%/-55.3%) 0.56x | 43 | 1.7 |
WMT β’ 10 Minutes | 58% | (37.0%/38.7%) 0.96x | (-12.4%/-23.8%) 0.52x | 45 | 1.7 |
BTCUSDT β’ 1 Hour | 55% | (40.1%/65.5%) 0.61x | (-25.5%/-30.6%) 0.83x | 42 | 1.6 |
EURUSD β’ 1 Hour | 55% | (-3.2%/3.5%) -0.91x | (-7.5%/-9.0%) 0.83x | 39 | 1.5 |
GLD β’ 1 Hour | 55% | (61.4%/118.5%) 0.52x | (-21.7%/-22.2%) 0.98x | 43 | 1.8 |
NVDA β’ 1 Hour | 58% | (1284.1%/3304.6%) 0.39x | (-42.2%/-68.0%) 0.62x | 47 | 1.8 |
PLTR β’ 1 Hour | 55% | (538.0%/1459.0%) 0.37x | (-77.3%/-86.6%) 0.89x | 42 | 2.0 |
SPY β’ 1 Hour | 61% | (70.4%/104.7%) 0.67x | (-14.9%/-35.1%) 0.42x | 45 | 1.6 |
TSLA β’ 1 Hour | 56% | (5558.2%/1240.0%) 4.48x | (-40.4%/-75.1%) 0.54x | 44 | 2.4 |
WMT β’ 1 Hour | 57% | (100.4%/142.7%) 0.70x | (-18.3%/-26.9%) 0.68x | 43 | 1.8 |
BTCUSDT β’ Daily | 57% | (379.6%/1339.3%) 0.28x | (-68.0%/-76.6%) 0.89x | 43 | 2.3 |
EURUSD β’ Daily | 55% | (-1.5%/8.0%) -0.19x | (-17.8%/-23.3%) 0.76x | 37 | 1.7 |
GLD β’ Daily | 57% | (301.4%/585.6%) 0.51x | (-23.7%/-45.3%) 0.52x | 46 | 1.9 |
NVDA β’ Daily | 59% | (14739.3%/417479.9%) 0.04x | (-76.5%/-90.0%) 0.85x | 46 | 2.0 |
PLTR β’ Daily | 57% | (559.1%/1476.3%) 0.38x | (-50.4%/-84.9%) 0.59x | 49 | 2.7 |
SPY β’ Daily | 65% | (117.1%/1354.3%) 0.09x | (-48.3%/-56.7%) 0.85x | 47 | 1.4 |
TSLA β’ Daily | 57% | (440.9%/25131.3%) 0.02x | (-75.3%/-75.0%) 1.00x | 37 | 2.6 |
WMT β’ Daily | 59% | (476.7%/10620.7%) 0.04x | (-60.7%/-50.6%) 1.20x | 45 | 1.6 |