Esta estrategia compra cuando el precio rompe hacia arriba desde la banda superior de las Bandas de Bollinger. Se cree que esto indica el comienzo de un gran movimiento alcista. Luego vende cuando el precio va por debajo de la línea media de las Bandas de Bollinger. ¡Ve si comprar el breakout de las Bandas de Bollinger es una buena idea! Lo hemos backtesteado.
El backtest cubre 5.7 years de datos TSLA • 1 Hour (Tesla, Inc.), desde October 25, 2019 hasta July 11, 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 Bollinger bands pierce (long) en 5.7 years de velas TSLA • 1 Hour. Este backtest resultó en 165 posiciones, con una tasa de ganancia promedio de 46% y una relación riesgo-recompensa de 3.11. Si asumes que la relación riesgo-recompensa de 3.11 se mantiene, necesitas una tasa de ganancia mínima de 24.3 para ser rentable. Así que vas bien hasta ahora. Las métricas clave son las siguientes:
Con esa exposición en mente, puedes ver que para 34% tiempo-en-mercado, obtienes 184.33% del potencial alcista del activo, y 39.01% del potencial bajista del activo.
All of the following: # Echo 60min Chart(close) (1 candles ago) < 60min Bollinger Bands ® (20, 2, 2, 0, close), Up (1 candles ago) 60min Chart(close) > 60min Bollinger Bands ® (20, 2, 2, 0, close), Up
All of the following: # Oscar 60min Chart(close) < 60min Bollinger Bands ® (20, 2, 2, 0, close), Middle
The backtest results look quite interesting, but we must be carefull with the interpretation. The strategy shows good profitability with 2572.3% net profit over 5.7 years, outperforming buy & hold by almost double. This is already suspicious and needs more investigation.
What I find particularly interessting is the risk metrics. The strategy has a market exposure of only 34.3%, which means it stays out of the market most of the time. This combined with a beta of 0.29 suggests good risk management. The drawdown of -29.3% compared to the asset's -75.1% is also positive. However, the win rate of 46% would normally be concerning, but it's compensated by a strong risk/reward ratio of 3.11. The win rate leeway of 45.76% gives the strategy good room for deterioration before becoming unprofitable.
I would be very sceptical about the future performance though. The strategy appears to be based on simple Bollinger Band crossings, which is too basic to explain such strong results. I suspect there might be some curve fitting here, or the unusual TESLA volatility during the test period could have created favorable conditions that might not repeat. Before real trading, I would suggest testing this on other assets and timeframes to verify the robustness of the strategy.
Yo fam, this TSLA strategy is looking like a straight-up banger! 🚀 The numbers are making my Wendy's paycheck look like pocket change fr fr.
Looking at that 2572% net profit over 5.7 years is absolutely insane, even beating buy & hold by nearly double! What's really got me hyped is that risk/reward ratio of 3.11 - meaning when we win, we win BIG (8.13% average wins vs -2.61% losses). Plus that 46% win rate is crushing it since we only need 24.3% to break even. That's some serious cushion right there! 💪
The only thing that's slightly sus is that max drawdown of -29.3%, but honestly, that's way better than TSLA's own -75.1% drawdown. And with only being in the market 34.3% of the time, we're not even taking on full TSLA risk. The strategy's basically cherry-picking the juicy moves while letting us sleep better at night! 😴 Only about 5 trades per month means we're not getting killed on fees either.
This is the kind of setup that makes me wanna YOLO my next paycheck, but remember to always trade safe fam! Not financial advice but these numbers are looking pretty fire! 🔥
Madre de Dios, this backtest is a complete desaster waiting to happen! The metrics look artificially inflated and I wouldn't touch this strategy with a 10-foot pole.
Let me tell you why this is pure garbage: First, you're testing until 2025 - are you serious? Using future data is the most amateur mistake possible! This completely invalidates your results. What's next - you'll ask your crystal ball for trading advice? And that 2572% profit - ja ja, keep dreaming! These kind of returns are a red flag that something is seriously wrong with your methodology.
The risk metrics are terrible - a Sharpe ratio of just 1.07 with that kind of return? The Sortino is even worse at 0.78. This means your risk-adjusted returns are pathetic. And that 29.3% drawdown could wipe out any normal trader's account and their sanity. Your monthly trade frequency is also suspicious - only 4.7 trades per month means your sample size is too small to be reliable.
Do yourself a favor and go back to the drawing board. And next time, don't include future data in your backtests - it makes you look like a complete novice. This strategy needs serious work before it's anywhere near tradeable.
Total de Operaciones | 165 | Beneficio Neto | 2572.3% | Beneficio Compra y Mantén | 1395.5% |
Tasa de Ganancia | 46% | Ratio Riesgo/Recompensa | 3.11 | Máximo Drawdown | -29.3% |
Máximo Drawdown del Activo | -75.1% | Exposición | 34.3% | Promedio de Velas en Posición | 19.8 |
Ratio de Sharpe | 1.07 | Ratio de Sortino | 0.78 | Volatilidad Realizada | 32.74% |
Racha Máxima de Ganancia | 5 | Racha Promedio de Ganancia | 1.9 | Racha Máxima de Pérdida | 8 |
Racha Promedio de Pérdida | 2.2 | Promedio de Operaciones por Mes | 4.7 | Promedio de Operaciones por Día | 0.2 |
Desv. Est. del Retorno | 8.7 | Desv. Est. de la Pérdida | 1.8 | Desv. Est. de la Ganancia | 10.0 |
Expectativa | 0.9 | Beta | 0.29 |
common.strategy | exposición | rendimiento vs activo | drawdown vs activo | tasa de ganancia | recompensa/ riesgo |
---|---|---|---|---|---|
BTCUSDT • 1 Minute | 24% | (6.4%/8.9%) 0.72x | (-2.3%/-1.9%) 1.21x | 45 | 2.9 |
EURUSD • 1 Minute | 28% | (0.2%/-0.9%) -0.22x | (-0.6%/-1.2%) 0.50x | 34 | 2.1 |
GLD • 1 Minute | 30% | (2.6%/0.0%) Infinityx | (-1.9%/-5.5%) 0.35x | 40 | 2.1 |
NVDA • 1 Minute | 29% | (10.9%/16.7%) 0.65x | (-2.1%/-4.4%) 0.48x | 42 | 2.5 |
SPY • 1 Minute | 30% | (1.2%/4.6%) 0.26x | (-1.9%/-2.1%) 0.90x | 34 | 2.2 |
TSLA • 1 Minute | 31% | (-15.1%/-10.3%) 1.47x | (-16.7%/-21.4%) 0.78x | 31 | 1.5 |
WMT • 1 Minute | 26% | (-3.3%/-5.4%) 0.61x | (-4.0%/-6.4%) 0.63x | 32 | 1.6 |
BTCUSDT • 10 Minutes | 27% | (7.2%/26.3%) 0.27x | (-4.8%/-12.1%) 0.40x | 38 | 2.1 |
EURUSD • 10 Minutes | 32% | (2.3%/6.8%) 0.34x | (-2.7%/-4.3%) 0.63x | 36 | 2.1 |
GLD • 10 Minutes | 38% | (6.0%/43.7%) 0.14x | (-9.8%/-8.3%) 1.18x | 43 | 1.6 |
NVDA • 10 Minutes | 33% | (8.1%/32.9%) 0.25x | (-26.2%/-42.8%) 0.61x | 44 | 1.4 |
SPY • 10 Minutes | 33% | (3.6%/14.3%) 0.25x | (-7.7%/-20.7%) 0.37x | 42 | 1.6 |
TSLA • 10 Minutes | 31% | (4.5%/59.0%) 0.08x | (-37.6%/-55.3%) 0.68x | 39 | 1.7 |
WMT • 10 Minutes | 34% | (25.4%/40.1%) 0.63x | (-6.8%/-23.8%) 0.29x | 43 | 2.1 |
BTCUSDT • 1 Hour | 30% | (9.3%/71.3%) 0.13x | (-17.2%/-30.6%) 0.56x | 38 | 1.8 |
EURUSD • 1 Hour | 32% | (6.5%/8.4%) 0.77x | (-4.2%/-9.0%) 0.47x | 40 | 1.9 |
GLD • 1 Hour | 35% | (21.0%/117.6%) 0.18x | (-28.2%/-22.2%) 1.27x | 41 | 1.8 |
NVDA • 1 Hour | 36% | (521.6%/3126.3%) 0.17x | (-36.1%/-68.0%) 0.53x | 47 | 2.3 |
SPY • 1 Hour | 36% | (31.9%/106.7%) 0.30x | (-11.2%/-35.1%) 0.32x | 46 | 1.6 |
TSLA • 1 Hour | 34% | (2572.3%/1395.5%) 1.84x | (-29.3%/-75.1%) 0.39x | 46 | 3.1 |
WMT • 1 Hour | 34% | (62.8%/138.2%) 0.45x | (-14.6%/-26.9%) 0.54x | 43 | 2.1 |
BTCUSDT • Daily | 36% | (320.8%/1335.5%) 0.24x | (-61.6%/-76.6%) 0.80x | 40 | 3.2 |
EURUSD • Daily | 29% | (3.2%/10.8%) 0.30x | (-10.2%/-23.3%) 0.44x | 30 | 2.7 |
GLD • Daily | 33% | (106.4%/595.1%) 0.18x | (-23.8%/-45.3%) 0.53x | 45 | 2.1 |
NVDA • Daily | 39% | (9137.3%/373678.5%) 0.02x | (-67.9%/-90.0%) 0.75x | 50 | 2.5 |
SPY • Daily | 32% | (32.3%/1316.3%) 0.02x | (-33.3%/-56.7%) 0.59x | 42 | 1.7 |
TSLA • Daily | 35% | (8915.3%/24185.2%) 0.37x | (-40.7%/-75.0%) 0.54x | 45 | 5.0 |
WMT • Daily | 34% | (-20.9%/9978.0%) -0.00x | (-65.4%/-50.6%) 1.29x | 37 | 1.7 |