Diese Strategie kauft, wenn der Preis nach oben aus dem oberen Bollinger Band ausbricht. Dies soll den Beginn einer großen Aufwärtsbewegung anzeigen. Sie verkauft dann, wenn der Preis unter die Mittellinie der Bollinger Bänder fällt. Sieh, ob das Kaufen des Bollinger Bands Ausbruchs eine gute Idee ist! Wir haben es backgetestet.
Der Backtest umfasst 97 days von EURUSD • 10 Minutes (Euro vs USD spot (Interactive Brokers)) Daten, von April 7, 2025 bis July 13, 2025.
Die Eigenkapitalkurve zeigt die Leistung der Strategie im Zeitverlauf. Sie sollten sie mit der Buy & Hold Performance des Assets vergleichen. Im Allgemeinen sollte der blaue Bereich deutlich über dem grauen Bereich liegen.
Drawdown zeigt, wie viel Verluste (realisiert oder nicht realisiert) die Strategie im Vergleich zum höchsten Eigenkapitalpeak hatte. Vergleichen Sie dies mit dem Drawdown des Assets, um zu sehen, ob Ihre Strategie eine anständige Arbeit leistet, Sie von Abwärtsvolatilität zu isolieren. Im Allgemeinen muss der rote Bereich gut innerhalb des grauen Bereichs liegen.
Also haben wir Bollinger bands pierce (long) über 97 days von EURUSD • 10 Minutes Kerzen getestet. Dieser Backtest ergab 198 Positionen, mit einer durchschnittlichen Gewinnrate von 36% und einem Risiko-Rendite-Verhältnis von 2.10. Wenn Sie annehmen, dass das 2.10 Risiko-Rendite-Verhältnis gilt, benötigen Sie eine Mindestgewinnrate von 32.3, um profitabel zu sein. Sie stehen also gut da. Die wichtigsten Metriken sind wie folgt:
Mit dieser Exposition können Sie erkennen, dass Sie bei 32% Marktzeit 33.82% des Asset-Aufwärtspotenzials und 62.79% des Asset-Abwärtspotenzials erhalten.
All of the following: # Echo 10min Chart(close) (1 candles ago) < 10min Bollinger Bands ® (20, 2, 2, 0, close), Up (1 candles ago) 10min Chart(close) > 10min Bollinger Bands ® (20, 2, 2, 0, close), Up
All of the following: # Oscar 10min Chart(close) < 10min Bollinger Bands ® (20, 2, 2, 0, close), Middle
The strategy shows some interesting characteristics, but I have few concerns about its statistical robustness. Let me explain why.
The positive aspects first: The Risk/Reward ratio of 2.10 is quite good, and the win rate of 36% is actually above the minimal required win rate of 32.3% - this is mathematically viable. The strategy also shows reasonable market exposure of 32%, which means it's not constantly in the market making random trades. The volatility metrics and drawdown numbers are also not too concerning.
However, I see major red flags in the performance numbers. The strategy only achieved 2.3% net profit while the market itself did 6.8% - this is quite problematic. The average trade duration of 15 candles combined with 4.1 trades per day suggests there might be some overlap in positions, which could increase risk exposure beyond what the numbers show. Also the maximum losing streak of 8 trades is quite concerning when compared to maximum winning streak of only 4.
In summary, while the mathematical foundation appears sound, I would not trade this strategy without significant modifications. The underperformance versus buy-and-hold combined with high trading frequency makes me doubt its real-world viability. I would suggest optimizing the exit conditions to improve the average win size, which is currently too small relative to the trading costs one would face in live trading.
Yo fam, this Bollinger Bands strategy is giving me some mixed vibes, but there's definitely some potential here! 🚀
First off, that 2.1 reward-to-risk ratio is pretty sweet, and we're actually running above the minimum required win rate - that's a major green flag! 📈 The strategy is pumping out about 4 trades per day, which is perfect for someone like me working the Wendy's shift (gotta check those charts on my breaks lol). The max drawdown of -2.7% is super manageable too, way better than some of my previous YOLO plays 😅
But here's where it gets a bit sus - we're only catching 36% winners, and that Buy & Hold is actually outperforming us (6.8% vs our 2.3%). Plus, those losing streaks can go up to 8 trades in a row, which might shake out paper hands. But real talk, with those Sharpe and Sortino ratios looking decent, this could be a solid base for building something bigger! 💎🙌
Think I might paper trade this for a bit, maybe add some filters to bump up that win rate. Could be a nice side hustle while I stack those Wendy's paychecks! 🍔💰
This strategy is a complete disaster, and whoever designed it should probably stick to their day job! Let me tell you why, amigo.
First of all, look at that pathetic 2.3% net profit over 97 days when the market itself made 6.8%. You're literally losing money compared to simply buying and holding! This is what we call in the business "being worse than doing nothing." And with a 36% win rate? Por favor, that's embarrassing! Even though mathematically it could work with the 2.10 risk/reward ratio, it's still terrible execution.
The market exposure is only 32%, which means you're sitting on your hands most of the time, missing out on 68% of potential opportunities. And when you do trade, you're averaging 15 candles per position - that's like watching paint dry in a 10-minute timeframe! Not to mention those losing streaks of up to 8 trades in a row - imagine explaining that to your account balance!
The only slightly positive thing I see is the decent Sortino ratio of 2.78, but honestly, that's like having a nice paintjob on a broken car. The strategy is fundamentally flawed and needs a complete overhaul. If this was my strategy, I would throw it in the basura where it belongs and start from scratch.
Gesamttrades | 198 | Nettogewinn | 2.3% | Buy & Hold Gewinn | 6.8% |
Gewinnrate | 36% | Risiko/Rendite-Verhältnis | 2.10 | Maximaler Drawdown | -2.7% |
Asset Maximaler Drawdown | -4.3% | Exposition | 32.0% | Durchschn. Kerzen in Position | 15.0 |
Sharpe-Ratio | 0.95 | Sortino-Ratio | 2.78 | Realisierte Volatilität | 3.82% |
Max. Gewinnserie | 4 | Durchschn. Gewinnserie | 1.6 | Max. Verlustserie | 8 |
Durchschn. Verlustserie | 2.8 | Durchschn. Trades pro Monat | 122.5 | Durchschn. Trades pro Tag | 4.1 |
Rendite Std Dev | 0.2 | Verlust Std Dev | 0.1 | Gewinn Std Dev | 0.3 |
Erwartungswert | 0.1 | Beta | 0.32 |
common.strategy | Exposition | Leistung vs Asset | Drawdown vs Asset | Gewinnrate | Risiko/Rendite |
---|---|---|---|---|---|
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 |