Portfolio Performance

Systematic portfolio construction for US equities. Compare strategy performance, risk-adjusted returns, and factor-based allocations. US equity results use S&P 500 stocks with multiple construction rules.

Methodology

30 systematic portfolio strategies are constructed using S&P 500 stocks. Factor signals include momentum (1M, 3M, 6M, 12M), volatility, quality (Sharpe ratio), trend (SMA), and volume metrics. Each strategy selects and weights stocks based on its factor rules, then rebalances weekly, monthly, or quarterly.

Backtests use daily price data. Transaction costs are not modeled. Equity curves show portfolio value normalized to 100 at the start of the backtest period.

Click any strategy row to open its dedicated page with holdings, weights, and equity curve.

30 US equity strategies · 488 S&P 500 stocks

US Equity (S&P 500)

Best Return
301.1%
Best Sharpe
4.44
Lowest Volatility
10.9%
Avg Sharpe
2.29
Performance by Category
Risk-Return Profile (Volatility vs Return)
Category:
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StrategyCategoryRebalanceHoldingsReturn %Volatility %SharpeMax DD %
▶All Weather PortfolioDefensivequarterly20106.1%16.6%4.44-5.6%
▶Quality Composite ScoreQualityquarterly15126.6%19.7%4.26-7.4%
▶Momentum + QualityMulti-Factormonthly15183.6%28.5%3.80-11.8%
▶6-Month Momentum Top 20Momentumquarterly20146.9%25.1%3.74-11.4%
▶Above SMA200 Top 20Trendmonthly20146.9%25.1%3.74-11.4%
▶Sector Rotation MomentumRotationmonthly20146.9%25.1%3.74-11.4%
▶Low Drawdown Top 15Qualityquarterly1557.6%13.2%3.52-6.1%
▶Equal Weight Top 30 MomentumEqual Weightquarterly3099.9%21.0%3.40-12.8%
▶Risk Parity by DrawdownRisk Parityquarterly2074.2%16.8%3.38-6.2%
▶12-Month Momentum Top 10Momentumquarterly10301.1%44.4%3.35-17.3%
▶High Sharpe Ratio Top 10Qualityquarterly10149.7%29.6%3.25-10.3%
▶High Conviction Top 3Aggressivemonthly3158.8%33.3%3.03-14.7%
▶Quality + ValueMulti-Factorquarterly15110.6%29.1%2.70-13.1%
▶Momentum + Low VolatilityMulti-Factormonthly1539.9%14.3%2.42-12.8%
▶1-Month Momentum Top 10Momentummonthly1085.3%28.1%2.33-8.5%
▶Monthly Rebalance Top 10Rotationmonthly1085.3%28.1%2.33-8.5%
▶High Volume + MomentumVolumemonthly1571.8%30.5%1.92-22.0%
▶Low Volatility 20D Top 15Low Volatilitymonthly1517.3%10.9%1.52-7.8%
▶Aggressive Momentum Top 5Aggressiveweekly595.9%53.0%1.50-28.9%
▶3-Month Momentum Top 15Momentummonthly1552.5%32.1%1.47-27.5%
▶Above SMA50 + MomentumTrendmonthly1552.5%32.1%1.47-27.5%
▶Golden Cross PortfolioTrendmonthly1552.5%32.1%1.47-27.5%
▶Low Vol + High MomentumLow Volatilitymonthly1515.7%11.4%1.33-7.7%
▶Defensive Low BetaDefensivequarterly1515.7%11.4%1.33-7.7%
▶Oversold RSI Top 10Mean Reversionweekly1025.1%18.5%1.30-11.0%
▶Risk Parity by VolatilityRisk Paritymonthly2012.3%13.0%0.96-8.7%
▶Equal Weight Low Vol 25Equal Weightquarterly259.1%11.4%0.82-10.2%
▶Low Volatility 60D Top 20Low Volatilityquarterly207.4%11.4%0.69-10.5%
▶Max Drawdown RecoveryMean Reversionmonthly10-7.8%28.5%-0.14-35.3%
▶Volume BreakoutVolumemonthly15-8.6%19.8%-0.36-18.7%

Stock Factor Analysis

Risk vs Momentum (bubble size = Sharpe ratio)
Top 20 by 6M Momentum
TickerPrice1M %3M %6M %Vol %SharpeRSI
MRNA$242.0832.6%324.6%335.4%373.3%0.9767
DELL$461.56-15.8%5.2%115.7%78.7%1.3533
MPC$475.0421.9%52.5%115.3%36.2%1.8382
PAYC$262.3216.8%89.4%102.0%59.6%0.7483
HPE$56.09-8.1%18.0%97.8%68.1%1.2938
HUM$427.3814.9%8.3%97.1%41.7%0.8065
FTNT$170.93-1.9%12.8%96.3%46.3%1.0742
CRWD$227.37-9.1%24.0%94.9%72.0%1.3129
DDOG$256.433.6%4.9%94.1%70.0%0.8941
NTAP$209.979.1%27.8%90.1%43.0%0.8750
PANW$340.28-9.2%4.5%87.8%61.8%0.9032
VLO$433.4214.9%42.5%86.5%35.0%1.8468
MU$896.07-18.2%-9.5%83.9%69.9%1.8429
PSX$291.0313.3%41.4%83.4%29.6%1.4678
CNC$70.8111.9%11.1%81.9%33.8%0.4378
AMD$534.74-14.3%-0.9%76.2%62.4%1.2831
CRL$315.4510.6%37.6%70.7%42.7%0.7463
ZBRA$384.086.2%49.5%66.2%61.3%0.2659
RVTY$156.018.9%37.9%65.6%37.5%0.5554
WDAY$203.988.4%59.5%61.1%59.2%0.0363

Model Optimization

Compare skfolio allocators — Max Sharpe, Min Variance, Risk Parity, HRP, and more — on US equities and global indices with equity curves, drawdowns, and portfolio weights.

Open model optimization page →
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