Buy at opening candle range breakoutlong
Backtest-Ergebnisse @ GLD β€’ 10 Minutes

Diese Intraday-Breakout-Strategie versucht einzusteigen, sobald der Preis über das Hoch der Erâffnungskerze ausbricht, in jedem Stadium eines Tages. Sie nimmt Gewinn auf Erâffnungsbereich Hoch + Erâffnungsbereich Grâße und hat einen Stop Loss auf Erâffnungsbereich Tief. Sie trÀgt nie eine Position über Nacht; sie steigt immer auf der letzten Kerze eines Tages aus, falls keine anderen Ausstiegsbedingungen erfüllt wurden.

Eigenkapitalkurve

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.

Eigenkapitalkurve
Strategie
Asset
Strategie Drawdown
Asset Drawdown

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:

  1. Gesamtrendite: Gesamtrendite: 0.80% vs 39.20% fΓΌr das Asset
  2. Maximaler Drawdown: Maximaler Drawdown: -2.60% vs -8.30% fΓΌr das Asset
  3. Exposition: Exposition: 23.80% Zeit im Markt
  4. Gewinnrate: Gewinnrate: 60.0%, vs 59.5% Minimum
  5. Risiko/Rendite-VerhΓ€ltnis: Risiko/Rendite-VerhΓ€ltnis: 0.68

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.

Buy at opening candle range breakout: Position eingehen wenn

All of the following: # Papa
  10min Opening range JS, Entry Signal emerged

Buy at opening candle range breakout: Position verlassen wenn

All of the following: # X-ray
  10min Opening range JS, Exit Signal emerged

Buy at opening candle range breakout @ GLD β€’ 10 Minutes (0.8%) erklΓ€rt von Alex C, Mike, Sarah

Alex C

Autor

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.

Mike

Autor

Yo fam, let me break this down for you! πŸ€”

This opening range breakout strategy on GLD looks like a mixed bag. The 60% win rate is pretty sweet 🎯, 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! πŸš€

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 😭. 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! πŸ’ͺ

Sarah

Autor

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.

Tabellarische Metriken von Buy at opening candle range breakout getestet auf GLD β€’ 10 Minutes

Gesamttrades172Nettogewinn0.8%Buy & Hold Gewinn39.2%
Gewinnrate60%Risiko/Rendite-VerhΓ€ltnis0.68Maximaler Drawdown-2.6%
Asset Maximaler Drawdown-8.3%Exposition23.8%Durchschn. Kerzen in Position12.9
Sharpe-Ratio-0.13Sortino-Ratio-0.21Realisierte VolatilitΓ€t4.32%
Max. Gewinnserie7Durchschn. Gewinnserie2.3Max. Verlustserie5
Durchschn. Verlustserie1.5Durchschn. Trades pro Monat27.6Durchschn. Trades pro Tag0.9
Rendite Std Dev0.3Verlust Std Dev0.2Gewinn Std Dev0.1
Erwartungswert0.0Beta0.07

Alle Backtests fΓΌr Buy at opening candle range breakout

common.strategyExpositionLeistung vs AssetDrawdown vs AssetGewinnrateRisiko/Rendite
BTCUSDT β€’ 10 Minutes
15%(1.0%/4.2%) 0.24x(-4.6%/-11.1%) 0.41x560.9
EURUSD β€’ 10 Minutes
22%(0.8%/2.1%) 0.38x(-1.7%/-3.6%) 0.47x870.2
GLD β€’ 10 Minutes
24%(0.8%/39.2%) 0.02x(-2.6%/-8.3%) 0.31x600.7
NVDA β€’ 10 Minutes
32%(25.9%/41.7%) 0.62x(-15.6%/-42.8%) 0.36x541.1
PLTR β€’ 10 Minutes
33%(38.1%/439.0%) 0.09x(-25.4%/-46.5%) 0.55x581.0
SPY β€’ 10 Minutes
22%(16.4%/12.3%) 1.33x(-5.5%/-20.7%) 0.27x680.8
TSLA β€’ 10 Minutes
29%(-7.9%/23.0%) -0.34x(-34.7%/-55.3%) 0.63x600.7
WMT β€’ 10 Minutes
32%(13.3%/40.0%) 0.33x(-9.1%/-23.8%) 0.38x630.8
BTCUSDT β€’ 15 Minutes
20%(2.3%/33.4%) 0.07x(-7.2%/-12.0%) 0.60x521.1
EURUSD β€’ 15 Minutes
27%(3.9%/8.2%) 0.48x(-1.4%/-4.3%) 0.33x830.3
GLD β€’ 15 Minutes
31%(4.0%/66.4%) 0.06x(-4.4%/-8.3%) 0.53x590.8
NVDA β€’ 15 Minutes
34%(69.7%/211.7%) 0.33x(-10.1%/-42.8%) 0.24x571.2
PLTR β€’ 15 Minutes
33%(124.3%/846.9%) 0.15x(-14.3%/-46.5%) 0.31x561.4
SPY β€’ 15 Minutes
24%(13.3%/31.8%) 0.42x(-4.4%/-21.1%) 0.21x620.8
TSLA β€’ 15 Minutes
27%(16.3%/41.6%) 0.39x(-20.0%/-55.6%) 0.36x560.9
WMT β€’ 15 Minutes
33%(27.2%/83.0%) 0.33x(-4.9%/-23.8%) 0.21x640.9
BTCUSDT β€’ 30 Minutes
21%(-3.7%/14.3%) -0.26x(-20.8%/-31.2%) 0.67x570.7
EURUSD β€’ 30 Minutes
35%(-1.1%/5.7%) -0.19x(-5.2%/-7.4%) 0.70x750.3
GLD β€’ 30 Minutes
34%(11.1%/87.3%) 0.13x(-6.9%/-11.8%) 0.58x551.0
NVDA β€’ 30 Minutes
34%(58.6%/1089.5%) 0.05x(-29.2%/-42.9%) 0.68x541.1
PLTR β€’ 30 Minutes
30%(19.4%/1516.1%) 0.01x(-41.6%/-48.4%) 0.86x540.9
SPY β€’ 30 Minutes
35%(18.1%/65.6%) 0.28x(-6.8%/-20.2%) 0.34x630.7
TSLA β€’ 30 Minutes
29%(62.0%/33.8%) 1.83x(-20.9%/-67.1%) 0.31x561.0
WMT β€’ 30 Minutes
32%(32.0%/138.6%) 0.23x(-6.5%/-23.8%) 0.27x581.1
BTCUSDT β€’ 5 Minutes
18%(2.2%/5.7%) 0.39x(-2.1%/-8.9%) 0.24x641.0
EURUSD β€’ 5 Minutes
23%(0.7%/0.8%) 0.87x(-0.7%/-3.7%) 0.19x880.2
GLD β€’ 5 Minutes
23%(-3.0%/21.5%) -0.14x(-7.3%/-8.0%) 0.91x610.5
NVDA β€’ 5 Minutes
29%(14.6%/42.5%) 0.34x(-9.3%/-38.8%) 0.24x610.9
PLTR β€’ 5 Minutes
26%(18.3%/95.6%) 0.19x(-14.7%/-46.6%) 0.32x551.1
SPY β€’ 5 Minutes
14%(5.4%/3.4%) 1.59x(-4.0%/-21.1%) 0.19x610.9
TSLA β€’ 5 Minutes
21%(47.4%/-22.2%) -2.14x(-7.1%/-48.5%) 0.15x680.9
WMT β€’ 5 Minutes
27%(12.5%/1.2%) 10.42x(-4.8%/-23.8%) 0.20x630.9