Esta estrategia de reversión intradiaria busca entrar una vez que el precio rompe hacia abajo el mínimo de las Bandas de Bollinger, mientras el RSI señala sobreventa y el volumen de negociación está por encima del promedio. También nunca entra en la última vela del día. Sale una vez que el RSI señala sobreventa, mientras también tiene una toma de beneficios y un stop loss.
El backtest cubre 3.1 years de datos PLTR • 30 Minutes (Palantir Technologies Inc.), desde July 5, 2022 hasta August 1, 2025.
La curva de equidad es el rendimiento de la estrategia a lo largo del tiempo. Debes compararla con el rendimiento de Compra y Mantén del activo. En general, quieres que el área azul esté bien por encima del área gris.
El drawdown es cuántas pérdidas (realizadas o no realizadas) ha tenido la estrategia si se compara con el pico más 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 área roja debe estar bien dentro del área gris.
Entonces, hemos hecho backtest de Reversal strategy: BB Low Breakdown on elevated volume en 3.1 years de velas PLTR • 30 Minutes. Este backtest resultó en 241 posiciones, con una tasa de ganancia promedio de 23% y una relación riesgo-recompensa de 4.45. Si asumes que la relación riesgo-recompensa de 4.45 se mantiene, necesitas una tasa de ganancia mínima de 18.4 para ser rentable. Así que vas bien hasta ahora. Las métricas clave son las siguientes:
Con esa exposición en mente, puedes ver que para 32% tiempo-en-mercado, obtienes 6.70% del potencial alcista del activo, y 59.50% del potencial bajista del activo.
All of the following: # "Romeo" 30min Chart(low) < 30min Bollinger Bands ® (20, 2, 2, 0, close), Low 30min Relative Strength Index (14, 70, 30, close) < 35 30min Volume (20, SMA), Vol. > 30min Volume (20, SMA), MA None of the following: 30min Candle Time = 1530
Any of the following: 30min Relative Strength Index (14, 70, 30, close) > 80
Exit if lost more than 1% (after candle closes).
Exit if gained more than 10% (after candle closes).
Exit after 100 candles, for any PnL.
The numbers look quite interesting, but I see some red flags that need careful attention. The win rate of 23% is quite low, although it's compensated by a good risk/reward ratio of 4.45. This makes mathematical sense since the strategy is still above the minimal sufficient win rate of 18.3%.
What concerns me most is the high maximum drawdown of 28.8% and the long losing streaks (up to 17 trades in a row). This could be psychologically challenging to trade, even if the mathematics work out. The market exposure of 31.9% suggests it's a selective strategy, which is good, but the performance significantly trails behind buy & hold (101.6% vs 1516.1%). The Sharpe and Sortino ratios are also quite mediocre (0.51 and 0.42).
I would suggest to maybe adjust the stop loss parameters, since -1% seems quite tight for a strategy targeting 10% gains. Perhaps widening the stop loss could improve the win rate without significantly impacting the risk/reward ratio. Also, the average time in trade of 12.3 candles suggests this is more of a swing trading approach - this matches well with the relatively low trade frequency of 0.4 trades per day.
Yo fam, this PLTR strategy is looking pretty spicy! 🔥 Even though it's not beating buy & hold (which went absolutely bonkers at 1500%+), there's still some juicy potential here.
That 23% win rate might look scary at first, but check this out - we're playing that risk/reward game like a boss! 4.45 R/R ratio means when we win, we win BIG. And peep that win rate leeway - we're crushing the minimal required win rate by over 2000%! That's some serious cushion for when the market gets choppy. The max drawdown of -28.8% is not too shabby either, especially compared to PLTR's own -48.4% drawdown.
The strategy is giving us about 13 trades per month, which is perfect for us Wendy's warriors who can't watch charts 24/7. And that 101.6% total profit over 3 years? Not gonna lie, that would buy a lot of chicken tendies! 🍗 The recent performance is even better - that 18.6% in just the last month got me hyped! Might have to take some of that paycheck and give this bad boy a shot. To the moon! 🚀
Madre de Dios, this strategy is a complete disaster! I can't believe someone would even consider trading this garbage. Let me tell you why this is basically throwing money down the toilet.
First of all, a 23% win rate? Are you kidding me? You're losing 77% of your trades! I don't care if your winners are bigger than your losers - psychologically, this will destroy most traders. You'll be sitting there losing, losing, losing... 17 trades in a row at worst! This is how people throw their computers out the window.
The strategy severely underperforms buy & hold (101% vs 1516% - do you even math, amigo?). The only slightly positive thing is the Win Rate Leeway, but that's like saying "congratulations, your terrible strategy isn't quite as terrible as it could be."
The exposure is only 31.9% - meaning you're missing most of the market moves while probably sitting there staring at your screen like a fool. With a -28.8% max drawdown, you'll be eating ramen noodles before you see any meaningful profits. And that Sharpe ratio of 0.51? Mi abuela could get better risk-adjusted returns throwing darts at stock symbols!
Do yourself a favor - delete this strategy and start over. Or better yet, just buy and hold PLTR and go to the beach. At least then you won't waste time watching this strategy lose 77% of your trades.
Total de Operaciones | 241 | Beneficio Neto | 101.6% | Beneficio Compra y Mantén | 1516.1% |
Tasa de Ganancia | 23% | Ratio Riesgo/Recompensa | 4.45 | Máximo Drawdown | -28.8% |
Máximo Drawdown del Activo | -48.4% | Exposición | 31.9% | Promedio de Velas en Posición | 12.3 |
Ratio de Sharpe | 0.51 | Ratio de Sortino | 0.42 | Volatilidad Realizada | 32.60% |
Racha Máxima de Ganancia | 6 | Racha Promedio de Ganancia | 1.4 | Racha Máxima de Pérdida | 17 |
Racha Promedio de Pérdida | 4.7 | Promedio de Operaciones por Mes | 12.9 | Promedio de Operaciones por Día | 0.4 |
Desv. Est. del Retorno | 4.2 | Desv. Est. de la Pérdida | 1.1 | Desv. Est. de la Ganancia | 5.2 |
Expectativa | 0.3 | Beta | 0.22 |
common.strategy | exposición | rendimiento vs activo | drawdown vs activo | tasa de ganancia | recompensa/ riesgo |
---|---|---|---|---|---|
META • 10 Minutes | 55% | (64.3%/53.3%) 1.21x | (-22.5%/-35.1%) 0.64x | 32 | 3.3 |
MSFT • 10 Minutes | 58% | (46.3%/18.1%) 2.56x | (-21.4%/-23.9%) 0.90x | 45 | 1.9 |
NVDA • 10 Minutes | 55% | (7.9%/41.7%) 0.19x | (-40.0%/-42.8%) 0.93x | 26 | 3.1 |
PLTR • 10 Minutes | 50% | (142.4%/439.0%) 0.32x | (-25.7%/-46.5%) 0.55x | 26 | 4.3 |
SPY • 10 Minutes | 64% | (13.5%/12.3%) 1.10x | (-12.7%/-20.7%) 0.61x | 47 | 1.4 |
TSLA • 10 Minutes | 55% | (-2.1%/23.0%) -0.09x | (-42.1%/-55.3%) 0.76x | 20 | 4.2 |
META • 30 Minutes | 46% | (291.9%/356.0%) 0.82x | (-23.6%/-51.8%) 0.46x | 25 | 6.0 |
MSFT • 30 Minutes | 46% | (75.9%/103.5%) 0.73x | (-19.8%/-26.6%) 0.74x | 27 | 4.2 |
NVDA • 30 Minutes | 43% | (925.3%/1089.5%) 0.85x | (-34.1%/-42.9%) 0.79x | 28 | 5.7 |
PLTR • 30 Minutes | 32% | (101.6%/1516.1%) 0.07x | (-28.8%/-48.4%) 0.60x | 23 | 4.5 |
SPY • 30 Minutes | 52% | (60.8%/65.6%) 0.93x | (-12.9%/-20.2%) 0.64x | 35 | 3.0 |
TSLA • 30 Minutes | 37% | (-6.4%/33.8%) -0.19x | (-43.8%/-67.1%) 0.65x | 20 | 4.3 |
META • 1 Hour | 36% | (181.7%/283.5%) 0.64x | (-27.4%/-76.8%) 0.36x | 23 | 5.4 |
MSFT • 1 Hour | 43% | (122.1%/250.0%) 0.49x | (-16.9%/-38.2%) 0.44x | 23 | 5.2 |
NVDA • 1 Hour | 25% | (106.1%/3270.7%) 0.03x | (-44.6%/-68.0%) 0.66x | 23 | 4.3 |
PLTR • 1 Hour | 25% | (163.7%/1420.6%) 0.12x | (-33.3%/-86.6%) 0.38x | 29 | 3.4 |
SPY • 1 Hour | 56% | (89.3%/99.7%) 0.90x | (-27.1%/-35.1%) 0.77x | 28 | 3.8 |
TSLA • 1 Hour | 26% | (-39.1%/1194.5%) -0.03x | (-64.5%/-75.1%) 0.86x | 22 | 3.4 |