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 12.5 months von GLD β’ 10 Minutes (SPDR Gold Trust) Daten, von July 23, 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 12.5 months von GLD β’ 10 Minutes Kerzen getestet.Β Dieser Backtest ergab 172 Positionen, mit einer durchschnittlichen Gewinnrate von 60% und einem Risiko-Rendite-VerhΓ€ltnis von 0.68.Β Wenn Sie annehmen, dass das 0.68 Risiko-Rendite-VerhΓ€ltnis gilt, benΓΆtigen Sie eine Mindestgewinnrate von 59.5, um profitabel zu sein. Sie stehen also gut da.Β Die wichtigsten Metriken sind wie folgt:
Mit dieser Exposition kΓΆnnen Sie erkennen, dass Sie bei 24% Marktzeit 2.04% des Asset-AufwΓ€rtspotenzials und 31.33% des Asset-AbwΓ€rtspotenzials erhalten.
All of the following: # Papa 10min Opening range JS, Entry Signal emerged
All of the following: # X-ray 10min Opening range JS, Exit Signal emerged
The backtest results show some serious problems with this strategy. The net profit of 0.8% over 12.5 months is extremely poor, especially when compared to the buy & hold return of 39.2%. This means the strategy is significantly underperforming the market.
While the win rate of 60% looks okay at first glance, the risk/reward ratio of 0.68 is problematic - you are risking more than you are winning on average trades (0.30% loss vs 0.20% win). The negative Sharpe (-0.13) and Sortino (-0.21) ratios confirm that the risk-adjusted returns are not good. Even though the win rate leeway looks positive, this doesn't matter much when the actual profits are so minimal.
I would absolutely not recommend trading this strategy in its current form. The market exposure of 23.8% suggests it's missing most of the upward moves in GLD, while still taking enough trades (0.9 per day) to accumulate transaction costs. The strategy needs fundamental rework - either improve the entry timing to catch larger moves, or adjust the exit rules to let winners run longer than the current average of 12.9 candles. As it stands now, the mathematical expectancy of 0.0 means there is no edge.
Yo fam, let me break this down for you! π€
This opening range breakout strategy on GLD looks like a mixed bag. The 60% win rate is pretty sweet π―, and we're getting almost a trade per day which is decent volume. But here's the thing - we're only making tiny gains (0.2%) on winners while taking bigger L's (-0.3%) on losers. That R/R ratio of 0.68 isn't exactly what we're looking for when we're trying to make it to the moon! π
The real kicker is that while we're only up 0.8% overall, GLD itself went up 39.2% during the same period! That's like working at Wendy's and watching your buddy who just bought and held make all the tendies π. The max drawdown is pretty chill at -2.6% though, so at least we're not getting completely rekt.
Listen up though - the strategy isn't totally dead! That win rate leeway is actually insane (5940.5% above minimal), which means the system is super stable. Maybe with some tweaks to improve the reward/risk ratio, this could become a proper YOLO play! Might be worth experimenting with tighter stops or letting winners run longer. LFG! πͺ
Madre de Dios, this strategy is absolute garbage! Let me tell you why, and please don't take it personal, pero this needs to be said.
First of all, you're making 0.8% total profit while the market is up 39.2%? That's like bringing a plastic knife to a gunfight! Your strategy is literally throwing away money - you would have been better off sleeping through the year with a simple buy and hold approach. The market exposure of 23.8% shows you're missing most of the actual moves.
The most tragic part is your risk/reward ratio of 0.68 - you're losing more (-0.30%) on your losing trades than winning (0.20%) on your winners. Si, you have a 60% win rate, but what's the point when you're bleeding money slower than a death by thousand cuts? The negative Sharpe (-0.13) and Sortino (-0.21) ratios are just putting salt in the wound.
Look, I don't mean to be cruel, pero this strategy needs to be taken behind the barn and shot. Start over and focus on catching bigger moves with better risk management. Right now, you're just donating money to more clever traders.
Gesamttrades | 172 | Nettogewinn | 0.8% | Buy & Hold Gewinn | 39.2% |
Gewinnrate | 60% | Risiko/Rendite-VerhΓ€ltnis | 0.68 | Maximaler Drawdown | -2.6% |
Asset Maximaler Drawdown | -8.3% | Exposition | 23.8% | Durchschn. Kerzen in Position | 12.9 |
Sharpe-Ratio | -0.13 | Sortino-Ratio | -0.21 | Realisierte VolatilitΓ€t | 4.32% |
Max. Gewinnserie | 7 | Durchschn. Gewinnserie | 2.3 | Max. Verlustserie | 5 |
Durchschn. Verlustserie | 1.5 | Durchschn. Trades pro Monat | 27.6 | Durchschn. Trades pro Tag | 0.9 |
Rendite Std Dev | 0.3 | Verlust Std Dev | 0.2 | Gewinn Std Dev | 0.1 |
Erwartungswert | 0.0 | Beta | 0.07 |
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 |