EMA Crossover

Strategy

Data as of Sunday, Mar 22, 2026

MetricValueMetricValueMetricValueMetricValueMetricValueMetricValueMetricValueMetricValue
Return & Growth
Total return+95.46%Net profit$954,641Gross profit$738,573Gross loss$522,374CAGR+4.09%Annualized return+4.09%Monthly average return+0.30%Median monthly return+0.29%
Best month return+6.11%Worst month return-10.97%Rolling 1-month return+10.68%Log return CAGR-5.78%Compounded vs simple return difference-101.31%
Risk & Drawdown
Maximum drawdown+25.92%Average drawdown+14.62%Median drawdown-8.74%Drawdown duration (max)1294.3 daysAverage drawdown duration33.9 daysUlcer index15.71Pain index9.51Pain ratio12.48
Drawdown volatility5.23Worst peak-to-trough loss+25.92%% time in drawdown+84.39%Drawdown area874.13Downside deviation+14.51%Semi-variance3.38
Risk-Adjusted Ratios
Sharpe ratio0.23Rolling 1-month Sharpe1.25Sortino ratio0.48Calmar ratio0.25Sterling ratio0.25Burke ratio1.11Return / volatility3.79Return / downside risk4.66
Return / max drawdown3.36
Trade-Level Statistics
Total trades22Win rate+33.46%Loss rate+66.54%Average win+10.75%Average loss-3.12%Win/Loss ratio3.87Expectancy+1.56%Profit factor2.16
Payoff ratio3.87Best trade+28.77%Worst trade-7.31%Trade return standard deviation+4.47%Consecutive wins (max)2Consecutive losses (max)7
Distribution & Shape
Volatility (annualized)+16.69%
Benchmark (Beta, Alpha, IR)
Beta to benchmark0.02Alpha vs benchmark %+4.60%Information ratio-0.44Treynor ratio0.03

Parameter optimization

Optimization data not available for this strategy. Run npm run pipeline or npm run pipeline:test to generate parameter grid results.

Chart for symbol:

Charts & distributions

Equity curve

Drawdown (underwater)

Rolling 1-month Sharpe

Rolling 1-month return (%)

Period return (≈ monthly)

Return distribution (bar returns)

Performance metrics (tabular)

MetricValue
Total return+46.86%
Net profit$468,585
Gross profit$598,875
Gross loss$179,310
CAGR+8.02%
Annualized return+8.02%
Monthly average return+0.69%
Median monthly return+2.87%
Best month return+5.75%
Worst month return+0.38%
Rolling 1-month return+7.64%
Log return CAGR+12.21%
Compounded vs simple return difference-42.18%

Index Performance Statistics

Performance metrics for each index symbol tested with this strategy.

IndexCountryReturn %SharpeSortinoMax DD %Win Rate %TradesProfit FactorVolatility %
MervalArgentina+1748.34%1.293.80+34.04%+50.00%189.69+34.28%
S&P/ASX 200Australia+0.26%0.010.01+18.35%+25.00%241.05+8.66%
BovespaBrazil+27.39%0.420.63+17.36%+39.13%231.79+11.41%
TSX CompositeCanada+22.51%0.430.61+21.11%+33.33%211.84+9.23%
Euro Stoxx 50Europe-14.46%-0.28-0.36+24.88%+24.14%290.75+11.14%
Euronext 100Europe-6.48%-0.13-0.17+24.89%+33.33%240.90+9.98%
CAC 40France-16.08%-0.34-0.42+26.63%+37.93%290.66+10.34%
DAXGermany+6.10%0.100.14+23.76%+36.36%221.24+11.31%
Hang SengHong Kong-19.76%-0.28-0.37+27.99%+21.74%230.63+16.33%
BSE SensexIndia+34.78%0.630.97+14.44%+52.94%172.52+9.33%
Nifty 50India+40.47%0.681.04+13.80%+44.44%182.47+9.78%
Nikkei 225Japan+15.68%0.210.30+31.21%+13.04%231.51+14.29%
KOSPISouth Korea+96.46%0.811.34+20.55%+35.29%176.63+16.03%
Swiss MarketSwitzerland+3.38%0.080.11+16.29%+35.00%201.20+8.07%
Taiwan WeightedTaiwan+66.99%0.761.22+20.45%+42.86%213.07+13.15%
FTSE 100UK-2.63%-0.06-0.08+25.74%+20.83%241.00+8.77%
CBOE Volatility IndexUS-98.10%-0.93-0.90+98.97%+13.33%300.11+99.54%
Dow Jones Industrial AverageUS+12.63%0.250.36+12.73%+42.11%191.64+9.43%
NASDAQ CompositeUS+46.96%0.540.84+25.82%+36.84%192.27+13.70%
Russell 2000US-6.54%-0.09-0.13+29.68%+23.81%210.93+14.88%
S&P 500US+46.86%0.691.09+15.61%+41.18%173.34+10.80%