Diese Intraday-Breakout-Strategie versucht einzusteigen, sobald der Preis ΓΌber das Hoch der ErΓΆffnungskerze ausbricht, in jedem Stadium eines Tages. Sie nimmt Gewinn auf ErΓΆffnungsbereich Hoch + ErΓΆffnungsbereich GrΓΆΓe und hat einen Stop Loss auf ErΓΆffnungsbereich Tief. Sie trΓ€gt nie eine Position ΓΌber Nacht; sie steigt immer auf der letzten Kerze eines Tages aus, falls keine anderen Ausstiegsbedingungen erfΓΌllt wurden.
Der Backtest umfasst 9.9 months von EURUSD β’ 30 Minutes (Euro vs USD spot (Interactive Brokers)) Daten, von October 6, 2024 bis August 1, 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 ΓΌber dem grauen Bereich liegen.
Drawdown zeigt, wie viel Verluste (realisiert oder nicht realisiert) die Strategie im Vergleich zum hΓΆchsten Eigenkapitalpeak hatte. Vergleichen Sie dies mit dem Drawdown des Assets, um zu sehen, ob Ihre Strategie eine anstΓ€ndige Arbeit leistet, Sie von AbwΓ€rtsvolatilitΓ€t zu isolieren. Im Allgemeinen muss der rote Bereich gut innerhalb des grauen Bereichs liegen.
Also haben wir Buy at opening candle range breakout ΓΌber 9.9 months von EURUSD β’ 30 Minutes Kerzen getestet.Β Dieser Backtest ergab 163 Positionen, mit einer durchschnittlichen Gewinnrate von 75% und einem Risiko-Rendite-VerhΓ€ltnis von 0.30.Β Wenn Sie annehmen, dass das 0.30 Risiko-Rendite-VerhΓ€ltnis gilt, benΓΆtigen Sie eine Mindestgewinnrate von 76.9, um profitabel zu sein. Sie sind also am Arsch!Β Die wichtigsten Metriken sind wie folgt:
Mit dieser Exposition kΓΆnnen Sie erkennen, dass Sie bei 35% Marktzeit -19.30% des Asset-AufwΓ€rtspotenzials und 70.27% des Asset-AbwΓ€rtspotenzials erhalten.
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.
Gesamttrades | 163 | Nettogewinn | -1.1% | Buy & Hold Gewinn | 5.7% |
Gewinnrate | 75% | Risiko/Rendite-VerhΓ€ltnis | 0.30 | Maximaler Drawdown | -5.2% |
Asset Maximaler Drawdown | -7.4% | Exposition | 35.0% | Durchschn. Kerzen in Position | 19.8 |
Sharpe-Ratio | -0.18 | Sortino-Ratio | 0.61 | Realisierte VolatilitΓ€t | 4.05% |
Max. Gewinnserie | 15 | Durchschn. Gewinnserie | 4.0 | Max. Verlustserie | 3 |
Durchschn. Verlustserie | 1.3 | Durchschn. Trades pro Monat | 32.8 | Durchschn. Trades pro Tag | 1.1 |
Rendite Std Dev | 0.3 | Verlust Std Dev | 0.4 | Gewinn Std Dev | 0.2 |
Erwartungswert | -0.0 | Beta | 0.28 |
common.strategy | Exposition | Leistung vs Asset | Drawdown vs Asset | Gewinnrate | Risiko/Rendite |
---|---|---|---|---|---|
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 |