El backtest cubre 5.7 years de datos NVDA β’ 1 Hour (NVIDIA Corporation), desde November 14, 2019 hasta July 31, 2025.
La curva de equidad es el rendimiento de la estrategia a lo largo del tiempo. Debes compararla con el rendimiento de Compra y MantΓ©n del activo. En general, quieres que el Γ‘rea azul estΓ© bien por encima del Γ‘rea gris.
El drawdown es cuΓ‘ntas pΓ©rdidas (realizadas o no realizadas) ha tenido la estrategia si se compara con el pico mΓ‘s alto de equidad. Compara esto con el drawdown del activo para ver si tu estrategia hace un trabajo decente de aislarte de la volatilidad bajista. En general, el Γ‘rea roja debe estar bien dentro del Γ‘rea gris.
Entonces, hemos hecho backtest de Parabolic SAR flip en 5.7 years de velas NVDA β’ 1 Hour.Β Este backtest resultΓ³ en 387 posiciones, con una tasa de ganancia promedio de 47% y una relaciΓ³n riesgo-recompensa de 1.84.Β Si asumes que la relaciΓ³n riesgo-recompensa de 1.84 se mantiene, necesitas una tasa de ganancia mΓnima de 35.2 para ser rentable. AsΓ que vas bien hasta ahora.Β Las mΓ©tricas clave son las siguientes:
Con esa exposiciΓ³n en mente, puedes ver que para 58% tiempo-en-mercado, obtienes 38.86% del potencial alcista del activo, y 62.06% del potencial bajista del activo.
All of the following: # India 60min Parabolic SAR (0.02, 0.02, 0.2, 0) < 60min Chart(close)
Exits as soon as None of the entry conditions are true any more.
The strategy shows some interesting characteristics, but I am not completely convinced about its robustness. Let me explain why.
The win rate of 47% combined with a risk/reward ratio of 1.84 makes mathematical sense - this explains why the strategy is profitable. The win rate leeway of 46.65% above the minimal required win rate is quite good. However, I am concerned about the high drawdown of 42.2% - this is a lot of risk exposure, even though it's better than the asset's 68% drawdown.
What really makes me skeptical is that the strategy significantly underperforms buy & hold (1284% vs 3304%). For a strategy that is only exposed to the market 57.7% of the time, this is not necessarily bad, but it suggests the strategy might be missing important moves. The average trade duration of 13.9 candles also seems quite short for this type of strategy. I would expect longer holding periods for catching bigger trends.
Verflucht nochmal... I mean damn, the Sharpe and Sortino ratios above 1.6 are decent, but given NVDA's strong bullish bias in recent years, I would be careful about extrapolating these metrics into the future. The beta of 0.42 suggests good risk management, but I would want to see how the strategy performs in different market regimes before considering it production-ready.
Yo fam, this NVDA strategy is looking pretty juicy! π The numbers are giving me some serious FOMO vibes, but let's break it down like we're counting tendies at the end of a Wendy's shift.
That 1284% total gain is nothing to sneeze at, though it's trailing behind buy & hold (which is fair, NVDA has been an absolute beast). What really gets me hyped is that Risk/Reward ratio of 1.84 and the win rate leeway being so thicc - we're talking 46.65% above what we need to stay profitable! That's like getting extra fries in your order, but for your trading account. π
The drawdown of -42.2% might seem scary to some paper hands, but it's actually better than NVDA's raw drawdown of -68%. Plus, with a Sharpe ratio of 1.61 and only being in the market 57.7% of the time, we're getting some decent risk-adjusted returns. The strategy is doing about 11 trades per month, which means you're not gonna get destroyed by commission fees either. To the moon! π Just remember to manage your position sizes and maybe keep some dry powder for those tasty dips. NFA but I'm definitely saving this one for my trading journal! ππ
Madre mΓa, this strategy is a total disaster compared to buy and hold! You're getting 1284% when simple buy & hold gives you 3304%? What kind of joke is this?
The numbers might look fancy at first glance, but let's be real here - you're massively underperforming the market while taking on unnecessary risk. The strategy makes you stay out of the market 42.3% of the time, missing major moves! That's absolutely estΓΊpido given NVDA's strong bull trend.
Sure, your Risk/Reward ratio of 1.84 isn't terrible, and the win rate leeway looks good on paper. But who cares when you're leaving so much money on the table? The max drawdown of -42.2% is also concerning - you're taking on significant risk for inferior returns.
Look, if you want to actively trade NVDA, you need something much better than this mediocre Parabolic SAR nonsense. Either develop a strategy that can actually outperform buy & hold, or just buy and hold like a normal person. Stop wasting time with these fancy indicators that make you feel clever but actually make you poorer.
Total de Operaciones | 387 | Beneficio Neto | 1284.1% | Beneficio Compra y MantΓ©n | 3304.6% |
Tasa de Ganancia | 47% | Ratio Riesgo/Recompensa | 1.84 | MΓ‘ximo Drawdown | -42.2% |
MΓ‘ximo Drawdown del Activo | -68.0% | ExposiciΓ³n | 57.7% | Promedio de Velas en PosiciΓ³n | 13.9 |
Ratio de Sharpe | 1.61 | Ratio de Sortino | 1.72 | Volatilidad Realizada | 32.91% |
Racha MΓ‘xima de Ganancia | 6 | Racha Promedio de Ganancia | 1.7 | Racha MΓ‘xima de PΓ©rdida | 7 |
Racha Promedio de PΓ©rdida | 2.0 | Promedio de Operaciones por Mes | 11.1 | Promedio de Operaciones por DΓa | 0.4 |
Desv. Est. del Retorno | 4.4 | Desv. Est. de la PΓ©rdida | 1.7 | Desv. Est. de la Ganancia | 3.7 |
Expectativa | 0.3 | Beta | 0.42 |
common.strategy | exposiciΓ³n | rendimiento vs activo | drawdown vs activo | tasa de ganancia | recompensa/ riesgo |
---|---|---|---|---|---|
BTCUSDT β’ 1 Minute | 55% | (-2.7%/0.5%) -5.40x | (-3.4%/-4.4%) 0.77x | 36 | 1.5 |
EURUSD β’ 1 Minute | 55% | (-1.7%/-2.7%) 0.63x | (-1.9%/-3.3%) 0.58x | 37 | 1.3 |
GLD β’ 1 Minute | 56% | (-4.4%/-0.9%) 4.89x | (-4.9%/-4.8%) 1.02x | 41 | 1.1 |
NVDA β’ 1 Minute | 56% | (11.3%/20.6%) 0.55x | (-3.2%/-5.3%) 0.60x | 40 | 2.0 |
PLTR β’ 1 Minute | 56% | (-4.0%/10.4%) -0.38x | (-8.6%/-12.9%) 0.67x | 38 | 1.5 |
SPY β’ 1 Minute | 58% | (1.4%/4.0%) 0.35x | (-2.0%/-1.5%) 1.33x | 41 | 1.6 |
TSLA β’ 1 Minute | 55% | (-5.0%/-9.9%) 0.51x | (-11.0%/-15.9%) 0.69x | 38 | 1.5 |
WMT β’ 1 Minute | 55% | (-0.8%/-0.7%) 1.14x | (-2.9%/-5.1%) 0.57x | 37 | 1.6 |
BTCUSDT β’ 10 Minutes | 57% | (3.2%/4.7%) 0.68x | (-10.6%/-11.7%) 0.91x | 39 | 1.6 |
EURUSD β’ 10 Minutes | 56% | (-1.3%/0.6%) -2.17x | (-2.3%/-3.6%) 0.64x | 40 | 1.4 |
GLD β’ 10 Minutes | 57% | (22.1%/37.4%) 0.59x | (-8.4%/-8.3%) 1.01x | 46 | 1.6 |
NVDA β’ 10 Minutes | 58% | (24.3%/45.0%) 0.54x | (-28.0%/-42.8%) 0.65x | 44 | 1.4 |
PLTR β’ 10 Minutes | 60% | (121.1%/459.2%) 0.26x | (-45.7%/-46.5%) 0.98x | 47 | 1.5 |
SPY β’ 10 Minutes | 59% | (7.9%/14.1%) 0.56x | (-16.1%/-20.7%) 0.78x | 44 | 1.4 |
TSLA β’ 10 Minutes | 56% | (86.8%/24.4%) 3.56x | (-30.8%/-55.3%) 0.56x | 43 | 1.7 |
WMT β’ 10 Minutes | 58% | (37.0%/38.7%) 0.96x | (-12.4%/-23.8%) 0.52x | 45 | 1.7 |
BTCUSDT β’ 1 Hour | 55% | (40.1%/65.5%) 0.61x | (-25.5%/-30.6%) 0.83x | 42 | 1.6 |
EURUSD β’ 1 Hour | 55% | (-3.2%/3.5%) -0.91x | (-7.5%/-9.0%) 0.83x | 39 | 1.5 |
GLD β’ 1 Hour | 55% | (61.4%/118.5%) 0.52x | (-21.7%/-22.2%) 0.98x | 43 | 1.8 |
NVDA β’ 1 Hour | 58% | (1284.1%/3304.6%) 0.39x | (-42.2%/-68.0%) 0.62x | 47 | 1.8 |
PLTR β’ 1 Hour | 55% | (538.0%/1459.0%) 0.37x | (-77.3%/-86.6%) 0.89x | 42 | 2.0 |
SPY β’ 1 Hour | 61% | (70.4%/104.7%) 0.67x | (-14.9%/-35.1%) 0.42x | 45 | 1.6 |
TSLA β’ 1 Hour | 56% | (5558.2%/1240.0%) 4.48x | (-40.4%/-75.1%) 0.54x | 44 | 2.4 |
WMT β’ 1 Hour | 57% | (100.4%/142.7%) 0.70x | (-18.3%/-26.9%) 0.68x | 43 | 1.8 |
BTCUSDT β’ Daily | 57% | (379.6%/1339.3%) 0.28x | (-68.0%/-76.6%) 0.89x | 43 | 2.3 |
EURUSD β’ Daily | 55% | (-1.5%/8.0%) -0.19x | (-17.8%/-23.3%) 0.76x | 37 | 1.7 |
GLD β’ Daily | 57% | (301.4%/585.6%) 0.51x | (-23.7%/-45.3%) 0.52x | 46 | 1.9 |
NVDA β’ Daily | 59% | (14739.3%/417479.9%) 0.04x | (-76.5%/-90.0%) 0.85x | 46 | 2.0 |
PLTR β’ Daily | 57% | (559.1%/1476.3%) 0.38x | (-50.4%/-84.9%) 0.59x | 49 | 2.7 |
SPY β’ Daily | 65% | (117.1%/1354.3%) 0.09x | (-48.3%/-56.7%) 0.85x | 47 | 1.4 |
TSLA β’ Daily | 57% | (440.9%/25131.3%) 0.02x | (-75.3%/-75.0%) 1.00x | 37 | 2.6 |
WMT β’ Daily | 59% | (476.7%/10620.7%) 0.04x | (-60.7%/-50.6%) 1.20x | 45 | 1.6 |