Esta estrategia de breakout intradiario busca entrar una vez que el precio rompe por encima del mΓ‘ximo de la vela de apertura, en cualquier etapa del dΓa. Toma beneficios en el Rango de Apertura Alto + TamaΓ±o del Rango de Apertura, y tiene un stop loss en el Rango de Apertura Bajo. Nunca mantiene una posiciΓ³n durante la noche; siempre sale en la ΓΊltima vela del dΓa en caso de que no se cumplan otras condiciones de salida.
El backtest cubre 9.9 months de datos EURUSD β’ 30 Minutes (Euro vs USD spot (Interactive Brokers)), desde October 6, 2024 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 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 Buy at opening candle range breakout en 9.9 months de velas EURUSD β’ 30 Minutes.Β Este backtest resultΓ³ en 163 posiciones, con una tasa de ganancia promedio de 75% y una relaciΓ³n riesgo-recompensa de 0.30.Β Si asumes que la relaciΓ³n riesgo-recompensa de 0.30 se mantiene, necesitas una tasa de ganancia mΓnima de 76.9 para ser rentable. Β‘AsΓ que estΓ‘s jodido!Β Las mΓ©tricas clave son las siguientes:
Con esa exposiciΓ³n en mente, puedes ver que para 35% tiempo-en-mercado, obtienes -19.30% del potencial alcista del activo, y 70.27% del potencial bajista del activo.
All of the following: # Papa 30min Opening range JS, Entry Signal emerged
All of the following: # X-ray 30min Opening range JS, Exit Signal emerged
The backtest results show some concerning patterns that I would not feel comfortable trading with. The strategy has a relatively high win rate of 75%, but the risk/reward ratio of 0.30 is quite problematic. This means winners are way too small compared to losers - you win 0.12% on average but lose 0.41%. This is mathematicaly not sustainable.
Looking at the performance metrics, we see negative Sharpe ratio of -0.18 which indicates poor risk-adjusted returns. The strategy underperformed buy & hold by almost 7% (-1.1% vs +5.7%). The market exposure of 35% suggests it's quite selective with entries, but still fails to capture meaningful moves. The high correlation of 0.58 to the underlying asset shows it's not adding much diversification benefit.
The biggest red flag for me is that the actual win rate of 75% is below the minimal required win rate of 76.9%. Even with such a high win rate, the strategy is losing money because the winners are too small relative to losers. I would recommend either adjusting the exit rules to let winners run longer, or tightening the stop loss to reduce average loss size. As it stands now, the mathematics simply don't work in favor of consistent profitability.
Yo fam, this opening range breakout strategy is giving me mixed vibes! π€ The 75% win rate looks super juicy at first glance, but the devil's in the details here. We're actually losing money overall (-1.1%) while the market's up 5.7% - that's not the kind of tendies we're looking for! πΈ
The risk/reward is kinda sus with tiny wins (0.12%) compared to bigger losses (-0.41%). Like yeah, we're winning most trades, but when we lose, we lose bigger. It's like working at Wendy's - getting those small consistent paychecks but then YOLO'ing too much on one bad trade and wiping out weeks of gains! π
But here's what's actually pretty based - the strategy has decent protection against major losses with a max drawdown of -5.2% (better than the market's -7.4%). Plus, that 74.23% win rate leeway is straight fire! π₯ If we could just pump up those winning trade sizes or trim down the losses, this strategy might actually start printing. Maybe worth experimenting with different take-profit levels? Diamond hands aren't always the way! ππ
Oh Dios mΓo, this is painful to look at! Your strategy is basically a dumpster fire with a fancy name. Let me tell you why you're throwing money away.
First of all, you're losing money (-1.1%) in a market that went up 5.7%. That's embarrasingly bad! You would have done better by simply buying and holding, or better yet, keeping your money under your mattres. And with a 75% win rate? That's like winning most of your battles but still losing the war - pathetic!
The most alarming thing is your Risk/Reward ratio of 0.30. Your average win (0.12%) is tiny compared to your average loss (-0.41%). This is like playing Russian roulette with your money, except with worse odds! Even though you're winning 75% of trades, you're still losing money because when you lose, you lose big.
Your market exposure is only 35%, which means you're missing most of the market moves while still managing to lose money. Impresionante, but not in a good way! And that -5.2% drawdown? Madre mΓa, that's terrible for such small potential gains.
Look, I don't mean to be cruel, but this strategy needs to go back to the drawing board. It's like bringing a butter knife to a gunfight - technically a weapon, but completly useless.
Total de Operaciones | 163 | Beneficio Neto | -1.1% | Beneficio Compra y MantΓ©n | 5.7% |
Tasa de Ganancia | 75% | Ratio Riesgo/Recompensa | 0.30 | MΓ‘ximo Drawdown | -5.2% |
MΓ‘ximo Drawdown del Activo | -7.4% | ExposiciΓ³n | 35.0% | Promedio de Velas en PosiciΓ³n | 19.8 |
Ratio de Sharpe | -0.18 | Ratio de Sortino | 0.61 | Volatilidad Realizada | 4.05% |
Racha MΓ‘xima de Ganancia | 15 | Racha Promedio de Ganancia | 4.0 | Racha MΓ‘xima de PΓ©rdida | 3 |
Racha Promedio de PΓ©rdida | 1.3 | Promedio de Operaciones por Mes | 32.8 | Promedio de Operaciones por DΓa | 1.1 |
Desv. Est. del Retorno | 0.3 | Desv. Est. de la PΓ©rdida | 0.4 | Desv. Est. de la Ganancia | 0.2 |
Expectativa | -0.0 | Beta | 0.28 |
common.strategy | exposiciΓ³n | rendimiento vs activo | drawdown vs activo | tasa de ganancia | recompensa/ riesgo |
---|---|---|---|---|---|
BTCUSDT β’ 10 Minutes | 15% | (1.0%/4.2%) 0.24x | (-4.6%/-11.1%) 0.41x | 56 | 0.9 |
EURUSD β’ 10 Minutes | 22% | (0.8%/2.1%) 0.38x | (-1.7%/-3.6%) 0.47x | 87 | 0.2 |
GLD β’ 10 Minutes | 24% | (0.8%/39.2%) 0.02x | (-2.6%/-8.3%) 0.31x | 60 | 0.7 |
NVDA β’ 10 Minutes | 32% | (25.9%/41.7%) 0.62x | (-15.6%/-42.8%) 0.36x | 54 | 1.1 |
PLTR β’ 10 Minutes | 33% | (38.1%/439.0%) 0.09x | (-25.4%/-46.5%) 0.55x | 58 | 1.0 |
SPY β’ 10 Minutes | 22% | (16.4%/12.3%) 1.33x | (-5.5%/-20.7%) 0.27x | 68 | 0.8 |
TSLA β’ 10 Minutes | 29% | (-7.9%/23.0%) -0.34x | (-34.7%/-55.3%) 0.63x | 60 | 0.7 |
WMT β’ 10 Minutes | 32% | (13.3%/40.0%) 0.33x | (-9.1%/-23.8%) 0.38x | 63 | 0.8 |
BTCUSDT β’ 15 Minutes | 20% | (2.3%/33.4%) 0.07x | (-7.2%/-12.0%) 0.60x | 52 | 1.1 |
EURUSD β’ 15 Minutes | 27% | (3.9%/8.2%) 0.48x | (-1.4%/-4.3%) 0.33x | 83 | 0.3 |
GLD β’ 15 Minutes | 31% | (4.0%/66.4%) 0.06x | (-4.4%/-8.3%) 0.53x | 59 | 0.8 |
NVDA β’ 15 Minutes | 34% | (69.7%/211.7%) 0.33x | (-10.1%/-42.8%) 0.24x | 57 | 1.2 |
PLTR β’ 15 Minutes | 33% | (124.3%/846.9%) 0.15x | (-14.3%/-46.5%) 0.31x | 56 | 1.4 |
SPY β’ 15 Minutes | 24% | (13.3%/31.8%) 0.42x | (-4.4%/-21.1%) 0.21x | 62 | 0.8 |
TSLA β’ 15 Minutes | 27% | (16.3%/41.6%) 0.39x | (-20.0%/-55.6%) 0.36x | 56 | 0.9 |
WMT β’ 15 Minutes | 33% | (27.2%/83.0%) 0.33x | (-4.9%/-23.8%) 0.21x | 64 | 0.9 |
BTCUSDT β’ 30 Minutes | 21% | (-3.7%/14.3%) -0.26x | (-20.8%/-31.2%) 0.67x | 57 | 0.7 |
EURUSD β’ 30 Minutes | 35% | (-1.1%/5.7%) -0.19x | (-5.2%/-7.4%) 0.70x | 75 | 0.3 |
GLD β’ 30 Minutes | 34% | (11.1%/87.3%) 0.13x | (-6.9%/-11.8%) 0.58x | 55 | 1.0 |
NVDA β’ 30 Minutes | 34% | (58.6%/1089.5%) 0.05x | (-29.2%/-42.9%) 0.68x | 54 | 1.1 |
PLTR β’ 30 Minutes | 30% | (19.4%/1516.1%) 0.01x | (-41.6%/-48.4%) 0.86x | 54 | 0.9 |
SPY β’ 30 Minutes | 35% | (18.1%/65.6%) 0.28x | (-6.8%/-20.2%) 0.34x | 63 | 0.7 |
TSLA β’ 30 Minutes | 29% | (62.0%/33.8%) 1.83x | (-20.9%/-67.1%) 0.31x | 56 | 1.0 |
WMT β’ 30 Minutes | 32% | (32.0%/138.6%) 0.23x | (-6.5%/-23.8%) 0.27x | 58 | 1.1 |
BTCUSDT β’ 5 Minutes | 18% | (2.2%/5.7%) 0.39x | (-2.1%/-8.9%) 0.24x | 64 | 1.0 |
EURUSD β’ 5 Minutes | 23% | (0.7%/0.8%) 0.87x | (-0.7%/-3.7%) 0.19x | 88 | 0.2 |
GLD β’ 5 Minutes | 23% | (-3.0%/21.5%) -0.14x | (-7.3%/-8.0%) 0.91x | 61 | 0.5 |
NVDA β’ 5 Minutes | 29% | (14.6%/42.5%) 0.34x | (-9.3%/-38.8%) 0.24x | 61 | 0.9 |
PLTR β’ 5 Minutes | 26% | (18.3%/95.6%) 0.19x | (-14.7%/-46.6%) 0.32x | 55 | 1.1 |
SPY β’ 5 Minutes | 14% | (5.4%/3.4%) 1.59x | (-4.0%/-21.1%) 0.19x | 61 | 0.9 |
TSLA β’ 5 Minutes | 21% | (47.4%/-22.2%) -2.14x | (-7.1%/-48.5%) 0.15x | 68 | 0.9 |
WMT β’ 5 Minutes | 27% | (12.5%/1.2%) 10.42x | (-4.8%/-23.8%) 0.20x | 63 | 0.9 |