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 6.2 months von NVDA β’ 5 Minutes (NVIDIA Corporation) Daten, von January 28, 2025 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 6.2 months von NVDA β’ 5 Minutes Kerzen getestet.Β Dieser Backtest ergab 89 Positionen, mit einer durchschnittlichen Gewinnrate von 61% und einem Risiko-Rendite-VerhΓ€ltnis von 0.89.Β Wenn Sie annehmen, dass das 0.89 Risiko-Rendite-VerhΓ€ltnis gilt, benΓΆtigen Sie eine Mindestgewinnrate von 52.9, um profitabel zu sein. Sie stehen also gut da.Β Allerdings sind 89 Positionen eine kleine Stichprobe, nehmen Sie die Ergebnisse also mit einer groΓen Portion Skepsis.Β Die wichtigsten Metriken sind wie folgt:
Mit dieser Exposition kΓΆnnen Sie erkennen, dass Sie bei 29% Marktzeit 34.35% des Asset-AufwΓ€rtspotenzials und 23.97% des Asset-AbwΓ€rtspotenzials erhalten.
All of the following: # Papa 5min Opening range JS, Entry Signal emerged
All of the following: # X-ray 5min Opening range JS, Exit Signal emerged
The backtest shows some interesting metrics, but I am not completely convinced. While the win rate of 61% looks good on first sight, the risk/reward ratio below 1 (0.89) is problematic. This means we lose more on losing trades than we win on winning trades - not optimal.
The strategy generates about 1 trade per day which is reasonable - not too frequent to get killed by fees but enough trades to be statistically relevant. The market exposure of 28.6% tells us we are not in the market too much, which can be good for risk management. However, the net profit of 14.6% compared to buy & hold of 42.5% shows we are significantly underperforming the market. This is especially concerning for a growth stock like NVIDIA.
The risk metrics are okay but not great - Sharpe ratio of 1.01 is barely acceptable, though the Sortino ratio of 1.59 is better. The max drawdown of 9.3% is manageable. What worries me most is that we need a 52.9% win rate to break even, and while we are above that, the margin is not as comfortable as I would like to see. I would want to see either a better risk/reward ratio or a higher win rate before considering this strategy viable.
Yo fam, this NVDA strategy is looking pretty interesting! π The win rate at 61% is actually fire, and with almost 90 trades in the backtest, that's enough data to take seriously.
The thing that catches my eye is that sweet 14.6% profit with only 28.6% market exposure - meaning we're not bagholding through all the scary dips! ππ Sure, buy & hold did better at 42.5%, but that's with way more risk exposure and those nasty -38.8% drawdowns. Our max drawdown was only -9.3%, which is way more manageable for us Wendy's warriors trying to preserve our hard-earned tendies.
Looking at the numbers deeper, that 0.89 risk/reward isn't perfect (we usually want >1), but the win rate makes up for it. Plus that 6047% win rate leeway is absolutely bonkers - means this strategy has room to breathe even if market conditions get a bit rough. I'd probably try this with a small position first, maybe even paper trade it for a month, but overall these metrics are giving me some serious FOMO vibes! π₯ Not financial advice though, just a dude who likes analyzing backtests between making Baconators! π
Madre mΓa, this strategy is pure mediocrity wrapped in a false sense of security! Let me tell you why this is basically throwing money away with extra steps.
First off, you're making 14.6% while the market gave you 42.5% on a silver platter? That's embarassing! You're basically paying to underperform. The market exposure of 28.6% shows you're missing most of the actual moves. And don't get me started on that pathetic 1 trade per day average - what are you doing, taking siestas between trades?
The risk metrics are a joke. A Sharpe ratio of 1.01? That's barely better than throwing darts blindfolded! The 9.3% drawdown might look "acceptable" until you realize you're getting this with only 28.6% market exposure - meaning your risk-adjusted returns are terrible, mi amigo.
Look, the only halfway decent thing here is the win rate at 61%, but even that's not impressive when your average win (0.99%) is smaller than your average loss (-1.12%). This means you're slowly bleeding money while thinking you're winning. Es un desastre! My advice? Either completely rebuild this strategy or stick to buying and holding - at least then you wouldn't be paying commissions to lose money more efficiently.
Gesamttrades | 89 | Nettogewinn | 14.6% | Buy & Hold Gewinn | 42.5% |
Gewinnrate | 61% | Risiko/Rendite-VerhΓ€ltnis | 0.89 | Maximaler Drawdown | -9.3% |
Asset Maximaler Drawdown | -38.8% | Exposition | 28.6% | Durchschn. Kerzen in Position | 31.2 |
Sharpe-Ratio | 1.01 | Sortino-Ratio | 1.59 | Realisierte VolatilitΓ€t | 17.26% |
Max. Gewinnserie | 10 | Durchschn. Gewinnserie | 2.6 | Max. Verlustserie | 4 |
Durchschn. Verlustserie | 1.8 | Durchschn. Trades pro Monat | 28.9 | Durchschn. Trades pro Tag | 1.0 |
Rendite Std Dev | 1.3 | Verlust Std Dev | 0.7 | Gewinn Std Dev | 0.8 |
Erwartungswert | 0.1 | Beta | 0.13 |
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 |