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 6.2 months de datos NVDA β’ 5 Minutes (NVIDIA Corporation), desde January 28, 2025 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 6.2 months de velas NVDA β’ 5 Minutes.Β Este backtest resultΓ³ en 89 posiciones, con una tasa de ganancia promedio de 61% y una relaciΓ³n riesgo-recompensa de 0.89.Β Si asumes que la relaciΓ³n riesgo-recompensa de 0.89 se mantiene, necesitas una tasa de ganancia mΓnima de 52.9 para ser rentable. AsΓ que vas bien hasta ahora.Β Sin embargo, 89 posiciones es una muestra pequeΓ±a, asΓ que toma los resultados con mucha cautela.Β Las mΓ©tricas clave son las siguientes:
Con esa exposiciΓ³n en mente, puedes ver que para 29% tiempo-en-mercado, obtienes 34.35% del potencial alcista del activo, y 23.97% del potencial bajista del activo.
All of the following: # Papa 5min Opening range JS, Entry Signal emerged
All of the following: # X-ray 5min Opening range JS, Exit Signal emerged
The backtest shows some interesting metrics, but I am not completely convinced. While the win rate of 61% looks good on first sight, the risk/reward ratio below 1 (0.89) is problematic. This means we lose more on losing trades than we win on winning trades - not optimal.
The strategy generates about 1 trade per day which is reasonable - not too frequent to get killed by fees but enough trades to be statistically relevant. The market exposure of 28.6% tells us we are not in the market too much, which can be good for risk management. However, the net profit of 14.6% compared to buy & hold of 42.5% shows we are significantly underperforming the market. This is especially concerning for a growth stock like NVIDIA.
The risk metrics are okay but not great - Sharpe ratio of 1.01 is barely acceptable, though the Sortino ratio of 1.59 is better. The max drawdown of 9.3% is manageable. What worries me most is that we need a 52.9% win rate to break even, and while we are above that, the margin is not as comfortable as I would like to see. I would want to see either a better risk/reward ratio or a higher win rate before considering this strategy viable.
Yo fam, this NVDA strategy is looking pretty interesting! π The win rate at 61% is actually fire, and with almost 90 trades in the backtest, that's enough data to take seriously.
The thing that catches my eye is that sweet 14.6% profit with only 28.6% market exposure - meaning we're not bagholding through all the scary dips! ππ Sure, buy & hold did better at 42.5%, but that's with way more risk exposure and those nasty -38.8% drawdowns. Our max drawdown was only -9.3%, which is way more manageable for us Wendy's warriors trying to preserve our hard-earned tendies.
Looking at the numbers deeper, that 0.89 risk/reward isn't perfect (we usually want >1), but the win rate makes up for it. Plus that 6047% win rate leeway is absolutely bonkers - means this strategy has room to breathe even if market conditions get a bit rough. I'd probably try this with a small position first, maybe even paper trade it for a month, but overall these metrics are giving me some serious FOMO vibes! π₯ Not financial advice though, just a dude who likes analyzing backtests between making Baconators! π
Madre mΓa, this strategy is pure mediocrity wrapped in a false sense of security! Let me tell you why this is basically throwing money away with extra steps.
First off, you're making 14.6% while the market gave you 42.5% on a silver platter? That's embarassing! You're basically paying to underperform. The market exposure of 28.6% shows you're missing most of the actual moves. And don't get me started on that pathetic 1 trade per day average - what are you doing, taking siestas between trades?
The risk metrics are a joke. A Sharpe ratio of 1.01? That's barely better than throwing darts blindfolded! The 9.3% drawdown might look "acceptable" until you realize you're getting this with only 28.6% market exposure - meaning your risk-adjusted returns are terrible, mi amigo.
Look, the only halfway decent thing here is the win rate at 61%, but even that's not impressive when your average win (0.99%) is smaller than your average loss (-1.12%). This means you're slowly bleeding money while thinking you're winning. Es un desastre! My advice? Either completely rebuild this strategy or stick to buying and holding - at least then you wouldn't be paying commissions to lose money more efficiently.
Total de Operaciones | 89 | Beneficio Neto | 14.6% | Beneficio Compra y MantΓ©n | 42.5% |
Tasa de Ganancia | 61% | Ratio Riesgo/Recompensa | 0.89 | MΓ‘ximo Drawdown | -9.3% |
MΓ‘ximo Drawdown del Activo | -38.8% | ExposiciΓ³n | 28.6% | Promedio de Velas en PosiciΓ³n | 31.2 |
Ratio de Sharpe | 1.01 | Ratio de Sortino | 1.59 | Volatilidad Realizada | 17.26% |
Racha MΓ‘xima de Ganancia | 10 | Racha Promedio de Ganancia | 2.6 | Racha MΓ‘xima de PΓ©rdida | 4 |
Racha Promedio de PΓ©rdida | 1.8 | Promedio de Operaciones por Mes | 28.9 | Promedio de Operaciones por DΓa | 1.0 |
Desv. Est. del Retorno | 1.3 | Desv. Est. de la PΓ©rdida | 0.7 | Desv. Est. de la Ganancia | 0.8 |
Expectativa | 0.1 | Beta | 0.13 |
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 |