Strategy Optimization

Strategy Optimization Library

If we don't blindly copy 13F holdings, but instead apply explainable rules to the disclosed positions, do the results become more robust? This page collects backtested results across four canonical strategies.

456 strategy results across 114 funds and 4 strategies.

Four canonical strategies

Each strategy is run against every 13F filer's disclosed holdings. Metrics shown are post-cost annualized.

baseline
Baseline
Track disclosed holdings 1:1

Replicate the disclosed 13F portfolio with the standard reporting lag, no active reweighting. Serves as the reference benchmark for every other screen.

114 funds
momentum-screen
Momentum Screen
Keep the strongest movers

Select holdings by historically observable momentum, targeting roughly one quarter of each period's original member count and capping at 20 names. When a period has more than 100 members, pre-rank to the top 50 first.

114 funds
basic-value-screen
Basic Value Screen
Filter by valuation multiples

Select holdings using PE, PB, P/FCF, and EV/EBITDA, again targeting roughly one quarter of each period's members and capping at 20 names. Low cost, transparent, but vulnerable to value traps.

114 funds
combo-equal-screen
Combo Equal Screen
Quality + value, equal-weighted

Filter for large-cap, quality, and low-leverage holdings, rank by a composite quality/value/size score, keep the top 20 names, and equal-weight them. Aims to suppress concentration risk while preserving alpha.

114 funds

How to read this page

Default sort is Sharpe descending, filtered to funds with Alpha > 0 and Max Drawdown ≤ 25%. This favors quality over raw return — toggle the filter off to see the full ranking. Backtests respect the 13F reporting lag (positions only become tradeable after disclosure).

Funds
114
Avg alpha
0.66%
Avg Sharpe
0.67
Avg max DD
-35.05%

Alpha vs Max Drawdown (Baseline)

114 points

Upper-right = high alpha but painful drawdown; lower-right = high alpha with low drawdown (ideal). Reference lines at alpha=0 and |DD|=25%.

Sort by
Fund / ManagerAnnualizedSharpe
State Street SPDR S&P 500 ETF Trust
State Street SPDR S&P 500
19.10%1.24
iShares Trust - iShares Top 20 U.S. Stocks ETF
iShares
24.67%1.13
ARK Investment Management LLC
ARK Investment
16.25%1.12
Meridian Fund, Inc. - Meridian Contrarian Fund
Meridian Fund
6.27%0.73
Patient Capital Management, LLC
Patient Capital Management
11.22%0.68
Royce & Associates, LP
Royce & Associates
2.42%0.66
Durable Capital Partners, LP
Durable Capital Partners
5.85%0.64
Conifer Management, LLC
Conifer Management
7.80%0.53
Engaged Capital, LLC
Engaged Capital
2.77%0.41

Backtest details, benchmark choice, lag handling, and disclaimers are documented on the methodology page.

How are these strategies built and backtested?

This content is for informational and research purposes only and is not investment advice.