Buy at opening candle range breakoutlong
Backtest-Ergebnisse @ SPY β€’ 15 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 18.7 months von SPY β€’ 15 Minutes (SPDR S&P 500) Daten, von January 17, 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 18.7 months von SPY β€’ 15 Minutes Kerzen getestet.Β Dieser Backtest ergab 269 Positionen, mit einer durchschnittlichen Gewinnrate von 62% und einem Risiko-Rendite-VerhΓ€ltnis von 0.85.Β Wenn Sie annehmen, dass das 0.85 Risiko-Rendite-VerhΓ€ltnis gilt, benΓΆtigen Sie eine Mindestgewinnrate von 54.0, um profitabel zu sein. Sie stehen also gut da.Β Die wichtigsten Metriken sind wie folgt:

  1. Gesamtrendite: Gesamtrendite: 13.30% vs 31.80% fΓΌr das Asset
  2. Maximaler Drawdown: Maximaler Drawdown: -4.40% vs -21.10% fΓΌr das Asset
  3. Exposition: Exposition: 23.90% Zeit im Markt
  4. Gewinnrate: Gewinnrate: 62.0%, vs 54.0% Minimum
  5. Risiko/Rendite-VerhΓ€ltnis: Risiko/Rendite-VerhΓ€ltnis: 0.85

Mit dieser Exposition kΓΆnnen Sie erkennen, dass Sie bei 24% Marktzeit 41.82% des Asset-AufwΓ€rtspotenzials und 20.85% des Asset-AbwΓ€rtspotenzials erhalten.

Buy at opening candle range breakout: Position eingehen wenn

All of the following: # Papa
  15min Opening range JS, Entry Signal emerged

Buy at opening candle range breakout: Position verlassen wenn

All of the following: # X-ray
  15min Opening range JS, Exit Signal emerged

Buy at opening candle range breakout @ SPY β€’ 15 Minutes (13.3%) erklΓ€rt von Alex C, Mike, Sarah

Alex C

Autor

The backtest shows some interesting characteristics, but I am not fully convinced about its robustness. The win rate of 62% looks good on paper, but when we look at the Risk/Reward ratio of 0.85, it tells us that winners are smaller than loosers. This is not optimal from mathematical perspective.

What catches my attention is the market exposure of only 23.9% while still achieving 13.3% net profit. This suggests the strategy is quite selective with its entries, which is generally positive. However, the performance significantly lacks behind buy & hold (31.8%). The average trade duration of 7.9 candles indicates these are rather short-term trades, which means transaction costs could become relevant - they should be factored in carefully.

The Sharpe ratio of 0.53 and especially the negative Sortino ratio of -0.24 are concerning to me. This suggests the strategy is not very efficient at managing downside risk. The maximum drawdown of -4.4% is actually quite good compared to the asset's -21.1%, but I would want to see how stable this metric remains when testing different time periods. The strategy seems to work best in 6-month timeframe with 31.4% CAGR, but shows much weaker performance in other periods - this inconsistency worries me from statistical viewpoint.

Mike

Autor

Yo fam, this opening range breakout strategy is looking pretty interesting! πŸ€” The 62% win rate is actually fire, especially since we only need 54% to break even. That's some nice cushioning there! πŸ’ͺ

Not gonna lie though, the net profit of 13.3% vs buy & hold at 31.8% is a bit of a bummer. But check this out - we're only exposed to the market 24% of the time! That means way less stress and more time to flip those burgers at Wendy's lol. Plus, that max drawdown of only -4.4% compared to the market's -21.1% is actually huge for risk management. πŸ“‰

The strategy is giving us about one trade per day, which is perfect for managing positions while working the day job. And those ratios - 0.29% average wins vs -0.34% average losses - are pretty balanced. Not exactly YOLO gains, but hey, slow and steady might actually win this race! Looking at those 6-month returns of 14.5%, I'm starting to think this could be a decent side hustle to stack some tendies. πŸš€ Just gotta stay disciplined and not get too greedy! πŸ’ŽπŸ™Œ

Sarah

Autor

Madre mΓ­a, this strategy is like a tortoise trying to win Formula 1! The performance is pathetically mediocre, especially when you see it only made 13.3% while the market did 31.8%. What a joke!

Look, the win rate of 62% looks decent at first, but when you combine it with that miserable 0.85 risk/reward ratio, it's like throwing darts with your eyes closed! You're basically winning more often but losing more money when you're wrong. And that market exposure of just 23.9%? Are you trading or just taking expensive naps? The strategy is spending way too much time doing nothing!

The most ridiculous part is the Sharpe ratio of 0.53 and that negative Sortino of -0.24. This tells me the strategy is not just underperforming - it's doing it while taking stupid risks! And por favor, that correlation of 0.29 with the market shows it's not even good at following trends. It's like having a GPS that points you in random directions!

If this was my strategy, I would throw it in the basura and start over. The only positive thing I can say is that the drawdown is contained at -4.4%, but that's probably because you're barely in the market anyway!

Tabellarische Metriken von Buy at opening candle range breakout getestet auf SPY β€’ 15 Minutes

Gesamttrades269Nettogewinn13.3%Buy & Hold Gewinn31.8%
Gewinnrate62%Risiko/Rendite-VerhΓ€ltnis0.85Maximaler Drawdown-4.4%
Asset Maximaler Drawdown-21.1%Exposition23.9%Durchschn. Kerzen in Position7.9
Sharpe-Ratio0.53Sortino-Ratio-0.24Realisierte VolatilitΓ€t5.42%
Max. Gewinnserie8Durchschn. Gewinnserie2.5Max. Verlustserie4
Durchschn. Verlustserie1.5Durchschn. Trades pro Monat28.7Durchschn. Trades pro Tag1.0
Rendite Std Dev0.5Verlust Std Dev0.3Gewinn Std Dev0.4
Erwartungswert0.1Beta0.13

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