Academic factors,
ranked from scratch.
Academic cross-sectional predictors rebuilt from Sharadar as long-short virtual ETFs, evaluated across Train ’00–’12 · Val ’13–’18 · Test ’19–’26. Each factor also has an industry-relative and per-sector version.
’00–’12 · ’13–’18 · ’19–’26windows
Recomputes the split Sharpes and test alpha. Full Sharpe, ann. return, max drawdown and OAP correlation span the whole sample and don’t change.
47 of 51 shown hold more than 5% in a single issuer (median 13.3%). These sleeves apply no issuer cap, so 5% is a reference line from the ’40 Act bucket rule rather than a limit they undertook to meet. The figure describes how much cap-weighting concentrates a book, which is what the constrained solver in the Builder exists to change. Industry-relative and sector variants concentrate differently; switch the variant above to see their numbers.
- Full Sharpe0.73Long-leg Sharpe0.86Annual return14.3%Max drawdown-43.2%Train 0.62Val 1.68Test 0.83Turnover 10%Test α 16.3%OAP corr 0.42 (equal-weighted)Top issuer 19.0%
- Full Sharpe0.69Long-leg Sharpe0.76Annual return8.5%Max drawdown-25.6%Train 0.77Val 0.77Test 0.77Turnover 11%Test α 7.9%OAP corr 0.69 (equal-weighted)Top issuer 9.1%
- Full Sharpe0.61Long-leg Sharpe0.76Annual return11.2%Max drawdown-33.0%Train 0.68Val 1.26Test 0.55Turnover 7%Test α 5.1%OAP corr 0.73 (equal-weighted)Top issuer 59.9%
- Full Sharpe0.57Long-leg Sharpe0.85Annual return8.7%Max drawdown-36.5%Train 0.60Val 0.71Test 0.51Turnover 16%Test α 7.1%OAP corr 0.94 (equal-weighted)Top issuer 29.0%
- Full Sharpe0.54Long-leg Sharpe0.60Annual return7.4%Max drawdown-39.3%Train 0.93Val 0.46Test 0.14Turnover 18%Test α 2.9%OAP corr 0.25 (equal-weighted)Top issuer 14.2%
- Full Sharpe0.50Long-leg Sharpe0.76Annual return11.0%Max drawdown-55.6%Train 0.74Val 0.62Test 0.42Turnover 6%Test α 2.8%OAP corr 0.86 (equal-weighted)Top issuer 18.9%
- Full Sharpe0.48Long-leg Sharpe0.68Annual return12.3%Max drawdown-71.7%Train 0.26Val 1.51Test 0.49Turnover 21%Test α 22.2%OAP corr 0.39 (equal-weighted)Top issuer 10.7%
- Full Sharpe0.48Long-leg Sharpe0.71Annual return14.7%Max drawdown-58.8%Train 0.34Val 0.57Test 0.46Turnover 28%Test α 20.4%OAP corr 0.78 (equal-weighted)Top issuer 14.5%
- Full Sharpe0.47Long-leg Sharpe0.73Annual return13.9%Max drawdown-62.3%Train 0.24Val 0.82Test 0.57Turnover 37%Test α 20.7%OAP corr 0.77 (equal-weighted)Top issuer 12.2%
- Full Sharpe0.45Long-leg Sharpe0.70Annual return10.1%Max drawdown-53.5%Train 0.57Val 0.11Test 0.69Turnover 7%Test α 6.2%Top issuer 14.7%
- Full Sharpe0.42Long-leg Sharpe0.78Annual return6.8%Max drawdown-54.0%Train 0.59Val 0.10Test 0.75Turnover 8%Test α 3.9%OAP corr 0.90 (equal-weighted)Top issuer 17.0%
- Full Sharpe0.34Long-leg Sharpe0.63Annual return3.9%Max drawdown-36.3%Train 0.43Val -0.14Test 0.66Turnover 16%Test α 9.4%OAP corr 0.48 (equal-weighted)Top issuer 22.5%
- Full Sharpe0.33Long-leg Sharpe0.58Annual return5.1%Max drawdown-39.0%Train 0.50Val 0.88Test -0.01Turnover 9%Test α 5.0%OAP corr 0.24 (equal-weighted)Top issuer 9.5%
- Full Sharpe0.32Long-leg Sharpe0.64Annual return7.4%Max drawdown-63.3%Train 0.75Val -0.03Test 0.22Turnover 10%Test α -3.8%OAP corr 0.81 (equal-weighted)Top issuer 8.8%
- Full Sharpe0.32Long-leg Sharpe0.53Annual return6.7%Max drawdown-61.2%Train 1.00Val -0.14Test -0.25Turnover 15%Test α -10.7%OAP corr 0.49 (equal-weighted)Top issuer 10.3%
- Full Sharpe0.26Long-leg Sharpe0.54Annual return3.5%Max drawdown-31.5%Train 0.20Val 0.09Test 0.72Turnover 19%Test α 14.9%OAP corr 0.38 (equal-weighted)Top issuer 12.1%
- Full Sharpe0.24Long-leg Sharpe0.58Annual return5.7%Max drawdown-63.0%Train 0.23Val -0.05Test 0.08Turnover 41%Test α 0.8%OAP corr 0.78 (equal-weighted)Top issuer 49.3%
- Full Sharpe0.23Long-leg Sharpe0.63Annual return3.1%Max drawdown-40.0%Train 0.03Val -0.23Test 0.35Turnover 15%Test α 2.1%OAP corr 0.66 (equal-weighted)Top issuer 22.8%
- Full Sharpe0.20Long-leg Sharpe0.55Annual return3.0%Max drawdown-55.6%Train 0.17Val 0.68Test -0.20Turnover 14%Test α 2.2%OAP corr 0.64 (equal-weighted)Top issuer 12.2%
- Full Sharpe0.19Long-leg Sharpe0.60Annual return3.4%Max drawdown-44.2%Train 0.27Val 0.68Test 0.22Turnover 17%Test α 4.6%OAP corr 0.26 (equal-weighted)Top issuer 9.5%
- Full Sharpe0.19Long-leg Sharpe0.66Annual return2.9%Max drawdown-42.6%Train 0.31Val -0.14Test 0.12Turnover 15%Test α 5.0%OAP corr 0.52 (equal-weighted)Top issuer 9.0%
- Full Sharpe0.19Long-leg Sharpe0.56Annual return3.6%Max drawdown-71.9%Train 0.56Val -0.30Test 0.08Turnover 12%Test α -0.4%OAP corr 0.42 (equal-weighted)Top issuer 5.1%
- Full Sharpe0.18Long-leg Sharpe0.82Annual return4.0%Max drawdown-63.5%Train 0.25Val 0.59Test 0.39Turnover 8%Test α 0.7%OAP corr 0.81 (equal-weighted)Top issuer 22.9%
- Full Sharpe0.18Long-leg Sharpe0.57Annual return3.4%Max drawdown-51.2%Train 0.27Val 0.03Test -0.11Turnover 29%Test α -1.0%OAP corr 0.58 (equal-weighted)Top issuer 29.3%
- Full Sharpe0.17Long-leg Sharpe0.71Annual return2.3%Max drawdown-47.7%Train 0.21Val -0.18Test -0.05Turnover 16%Test α 2.3%OAP corr 0.43 (equal-weighted)Top issuer 16.6%
- Full Sharpe0.15Long-leg Sharpe0.52Annual return2.3%Max drawdown-40.1%Train 0.47Val 0.17Test -0.24Turnover 15%Test α -6.9%OAP corr 0.70 (equal-weighted)Top issuer 9.1%
- Full Sharpe0.15Long-leg Sharpe0.57Annual return2.5%Max drawdown-49.9%Train 0.27Val 0.03Test 0.18Turnover 18%Test α 5.9%OAP corr 0.28 (equal-weighted)Top issuer 10.8%
- Full Sharpe0.13Long-leg Sharpe0.61Annual return4.2%Max drawdown-77.1%Train 0.07Val 0.56Test 0.03Turnover 53%Test α 4.7%OAP corr 0.75 (equal-weighted)Top issuer 13.5%
- Full Sharpe0.13Long-leg Sharpe0.70Annual return1.9%Max drawdown-42.8%Train 0.14Val -0.01Test 0.06Turnover 6%Test α -0.7%OAP corr 0.79 (equal-weighted)Top issuer 18.2%
- Full Sharpe0.11Long-leg Sharpe0.60Annual return1.8%Max drawdown-46.4%Train 0.32Val 0.44Test -0.09Turnover 16%Test α 1.4%OAP corr 0.33 (equal-weighted)Top issuer 7.8%
- Full Sharpe0.09Long-leg Sharpe0.65Annual return2.1%Max drawdown-85.3%Train 0.82Val -0.77Test -0.27Turnover 13%Test α -8.9%OAP corr 0.73 (equal-weighted)Top issuer 10.7%
- Full Sharpe0.08Long-leg Sharpe0.67Annual return0.9%Max drawdown-66.4%Train 0.73Val -0.08Test -0.67Turnover 15%Test α -0.5%OAP corr 0.58 (equal-weighted)Top issuer 0.6%
- Full Sharpe0.08Long-leg Sharpe0.42Annual return2.0%Max drawdown-85.1%Train 0.32Val -0.04Test 0.04Turnover 7%Test α -2.8%OAP corr 0.88 (equal-weighted)Top issuer 16.5%
- Full Sharpe0.07Long-leg Sharpe0.30Annual return1.9%Max drawdown-85.8%Train -0.08Val -0.09Test 0.01Turnover 11%Test α 0.2%OAP corr 0.64 (equal-weighted)Top issuer 31.0%
- Full Sharpe0.05Long-leg Sharpe0.65Annual return1.0%Max drawdown-78.8%Train 0.63Val -0.55Test -0.22Turnover 17%Test α -9.2%OAP corr 0.57 (equal-weighted)Top issuer 11.8%
- Full Sharpe0.02Long-leg Sharpe0.29Annual return0.6%Max drawdown-80.4%Train -0.15Val 0.30Test -0.17Turnover 12%Test α -0.8%OAP corr 0.86 (equal-weighted)Top issuer 9.6%
- Full Sharpe0.02Long-leg Sharpe0.42Annual return0.5%Max drawdown-89.3%Train 0.26Val -0.24Test -0.02Turnover 7%Test α -2.2%OAP corr 0.87 (equal-weighted)Top issuer 17.2%
- Full Sharpe0.00Long-leg Sharpe0.44Annual return0.0%Max drawdown-73.8%Train 0.30Val -0.16Test -0.30Turnover 15%Test α -4.2%Top issuer 13.3%
- Full Sharpe-0.01Long-leg Sharpe0.35Annual return-0.3%Max drawdown-88.3%Train -0.17Val 0.13Test -0.25Turnover 8%Test α -0.6%OAP corr 0.84 (equal-weighted)Top issuer 30.6%
- Full Sharpe-0.03Long-leg Sharpe0.76Annual return-1.0%Max drawdown-93.9%Train 0.34Val 0.00Test -0.42Turnover 14%Test α -13.7%OAP corr 0.87 (equal-weighted)Top issuer 24.8%
- Full Sharpe-0.06Long-leg Sharpe0.46Annual return-0.7%Max drawdown-65.7%Train -0.17Val 0.54Test -0.06Turnover 3%Test α -0.2%Top issuer 24.5%
- Full Sharpe-0.08Long-leg Sharpe0.60Annual return-1.8%Max drawdown-80.9%Train 0.09Val -0.28Test -0.08Turnover 12%Test α -1.8%OAP corr 0.60 (equal-weighted)Top issuer 29.8%
- Full Sharpe-0.16Long-leg Sharpe0.19Annual return-3.5%Max drawdown-85.1%Train -0.09Val -0.41Test -0.18Turnover 28%Test α -2.0%OAP corr 0.76 (equal-weighted)Top issuer 4.4%
- Full Sharpe-0.17Long-leg Sharpe0.22Annual return-4.5%Max drawdown-91.1%Train 0.10Val -0.07Test -0.50Turnover 85%Test α -17.7%OAP corr 0.83 (equal-weighted)Top issuer 19.2%
- Full Sharpe-0.19Long-leg Sharpe0.45Annual return-2.9%Max drawdown-81.5%Train 0.37Val -0.52Test -0.62Turnover 12%Test α -9.4%OAP corr 0.83 (equal-weighted)Top issuer 4.9%
- Full Sharpe-0.23Long-leg Sharpe0.45Annual return-3.6%Max drawdown-73.5%Train -0.16Val 0.04Test -0.24Turnover 19%Test α -3.3%OAP corr 0.11 (equal-weighted)Top issuer 23.4%
- Full Sharpe-0.26Long-leg Sharpe0.57Annual return-4.3%Max drawdown-83.0%Train -0.07Val -0.54Test -0.33Turnover 20%Test α -3.6%OAP corr 0.26 (equal-weighted)Top issuer 8.6%
- Full Sharpe-0.32Long-leg Sharpe0.41Annual return-6.2%Max drawdown-86.2%Train -0.11Val -0.28Test -0.55Turnover 19%Test α -12.0%OAP corr 0.54 (equal-weighted)Top issuer 6.3%
- Full Sharpe-0.34Long-leg Sharpe0.33Annual return-4.6%Max drawdown-87.1%Train 0.02Val -0.40Test -0.79Turnover 11%Test α -3.1%OAP corr 0.53 (equal-weighted)Top issuer 4.9%
- Full Sharpe-0.36Long-leg Sharpe0.44Annual return-5.9%Max drawdown-89.0%Train -0.09Val -0.87Test -0.29Turnover 22%Test α -7.6%OAP corr 0.39 (equal-weighted)Top issuer 13.2%
- Full Sharpe-0.48Long-leg Sharpe0.26Annual return-5.9%Max drawdown-88.2%Train -0.09Val -0.42Test -0.86Turnover 37%Test α -2.2%OAP corr 0.60 (equal-weighted)Top issuer 5.1%
| Factor | Trend | Full SR | Long SR | Train SR | Val SR | Test SR | Ann Ret | Max DD | Turnover | Top issuer | Test α | α t | OAP corrEW | Actions |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0.73 | 0.86 | 0.62 | 1.68 | 0.83 | 14.3% | -43.2% | 10% | 19.0%(5) | 16.3% | 2.91 | 0.42 | BuildFund | ||
| 0.69 | 0.76 | 0.77 | 0.77 | 0.77 | 8.5% | -25.6% | 11% | 9.1%(2) | 7.9% | 1.78 | 0.69 | BuildFund | ||
| 0.61 | 0.76 | 0.68 | 1.26 | 0.55 | 11.2% | -33.0% | 7% | 59.9%(3) | 5.1% | 0.96 | 0.73 | BuildFund | ||
| 0.57 | 0.85 | 0.60 | 0.71 | 0.51 | 8.7% | -36.5% | 16% | 29.0%(4) | 7.1% | 1.66 | 0.94 | BuildFund | ||
| 0.54 | 0.60 | 0.93 | 0.46 | 0.14 | 7.4% | -39.3% | 18% | 14.2%(2) | 2.9% | 0.56 | 0.25 | BuildFund | ||
| 0.50 | 0.76 | 0.74 | 0.62 | 0.42 | 11.0% | -55.6% | 6% | 18.9%(4) | 2.8% | 0.67 | 0.86 | BuildFund | ||
| 0.48 | 0.68 | 0.26 | 1.51 | 0.49 | 12.3% | -71.7% | 21% | 10.7%(1) | 22.2% | 2.18 | 0.39 | BuildFund | ||
| 0.48 | 0.71 | 0.34 | 0.57 | 0.46 | 14.7% | -58.8% | 28% | 14.5%(6) | 20.4% | 1.92 | 0.78 | BuildFund | ||
| 0.47 | 0.73 | 0.24 | 0.82 | 0.57 | 13.9% | -62.3% | 37% | 12.2%(5) | 20.7% | 1.91 | 0.77 | BuildFund | ||
| 0.45 | 0.70 | 0.57 | 0.11 | 0.69 | 10.1% | -53.5% | 7% | 14.7%(5) | 6.2% | 1.33 | — | BuildFund | ||
| 0.42 | 0.78 | 0.59 | 0.10 | 0.75 | 6.8% | -54.0% | 8% | 17.0%(4) | 3.9% | 1.25 | 0.90 | BuildFund | ||
| 0.34 | 0.63 | 0.43 | -0.14 | 0.66 | 3.9% | -36.3% | 16% | 22.5%(2) | 9.4% | 1.93 | 0.48 | BuildFund | ||
| 0.33 | 0.58 | 0.50 | 0.88 | -0.01 | 5.1% | -39.0% | 9% | 9.5%(5) | 5.0% | 0.89 | 0.24 | BuildFund | ||
14SPvalue | 0.32 | 0.64 | 0.75 | -0.03 | 0.22 | 7.4% | -63.3% | 10% | 8.8%(3) | -3.8% | -0.51 | 0.81 | BuildFund | |
15CFPvalue | 0.32 | 0.53 | 1.00 | -0.14 | -0.25 | 6.7% | -61.2% | 15% | 10.3%(2) | -10.7% | -1.93 | 0.49 | BuildFund | |
| 0.26 | 0.54 | 0.20 | 0.09 | 0.72 | 3.5% | -31.5% | 19% | 12.1%(2) | 14.9% | 2.81 | 0.38 | BuildFund | ||
| 0.24 | 0.58 | 0.23 | -0.05 | 0.08 | 5.7% | -63.0% | 41% | 49.3%(3) | 0.8% | 0.09 | 0.78 | BuildFund | ||
| 0.23 | 0.63 | 0.03 | -0.23 | 0.35 | 3.1% | -40.0% | 15% | 22.8%(5) | 2.1% | 0.43 | 0.66 | BuildFund | ||
| 0.20 | 0.55 | 0.17 | 0.68 | -0.20 | 3.0% | -55.6% | 14% | 12.2%(4) | 2.2% | 0.50 | 0.64 | BuildFund | ||
| 0.19 | 0.60 | 0.27 | 0.68 | 0.22 | 3.4% | -44.2% | 17% | 9.5%(2) | 4.6% | 0.82 | 0.26 | BuildFund | ||
| 0.19 | 0.66 | 0.31 | -0.14 | 0.12 | 2.9% | -42.6% | 15% | 9.0%(3) | 5.0% | 0.92 | 0.52 | BuildFund | ||
22BMvalue | 0.19 | 0.56 | 0.56 | -0.30 | 0.08 | 3.6% | -71.9% | 12% | 5.1%(1) | -0.4% | -0.12 | 0.42 | BuildFund | |
| 0.18 | 0.82 | 0.25 | 0.59 | 0.39 | 4.0% | -63.5% | 8% | 22.9%(3) | 0.7% | 0.14 | 0.81 | BuildFund | ||
| 0.18 | 0.57 | 0.27 | 0.03 | -0.11 | 3.4% | -51.2% | 29% | 29.3%(3) | -1.0% | -0.16 | 0.58 | BuildFund | ||
| 0.17 | 0.71 | 0.21 | -0.18 | -0.05 | 2.3% | -47.7% | 16% | 16.6%(2) | 2.3% | 0.37 | 0.43 | BuildFund | ||
| 0.15 | 0.52 | 0.47 | 0.17 | -0.24 | 2.3% | -40.1% | 15% | 9.1%(3) | -6.9% | -1.59 | 0.70 | BuildFund | ||
| 0.15 | 0.57 | 0.27 | 0.03 | 0.18 | 2.5% | -49.9% | 18% | 10.8%(4) | 5.9% | 1.10 | 0.28 | BuildFund | ||
| 0.13 | 0.61 | 0.07 | 0.56 | 0.03 | 4.2% | -77.1% | 53% | 13.5%(4) | 4.7% | 0.57 | 0.75 | BuildFund | ||
| 0.13 | 0.70 | 0.14 | -0.01 | 0.06 | 1.9% | -42.8% | 6% | 18.2%(4) | -0.7% | -0.16 | 0.79 | BuildFund | ||
| 0.11 | 0.60 | 0.32 | 0.44 | -0.09 | 1.8% | -46.4% | 16% | 7.8%(4) | 1.4% | 0.25 | 0.33 | BuildFund | ||
| 0.09 | 0.65 | 0.82 | -0.77 | -0.27 | 2.1% | -85.3% | 13% | 10.7%(4) | -8.9% | -1.52 | 0.73 | BuildFund | ||
32Sizesize | 0.08 | 0.67 | 0.73 | -0.08 | -0.67 | 0.9% | -66.4% | 15% | 0.6% | -0.5% | -0.17 | 0.58 | BuildFund | |
| 0.08 | 0.42 | 0.32 | -0.04 | 0.04 | 2.0% | -85.1% | 7% | 16.5%(4) | -2.8% | -0.47 | 0.88 | BuildFund | ||
| 0.07 | 0.30 | -0.08 | -0.09 | 0.01 | 1.9% | -85.8% | 11% | 31.0%(3) | 0.2% | 0.02 | 0.64 | BuildFund | ||
35EPvalue | 0.05 | 0.65 | 0.63 | -0.55 | -0.22 | 1.0% | -78.8% | 17% | 11.8%(3) | -9.2% | -1.61 | 0.57 | BuildFund | |
| 0.02 | 0.29 | -0.15 | 0.30 | -0.17 | 0.6% | -80.4% | 12% | 9.6%(4) | -0.8% | -0.14 | 0.86 | BuildFund | ||
37AMvalue | 0.02 | 0.42 | 0.26 | -0.24 | -0.02 | 0.5% | -89.3% | 7% | 17.2%(4) | -2.2% | -0.44 | 0.87 | BuildFund | |
| 0.00 | 0.44 | 0.30 | -0.16 | -0.30 | 0.0% | -73.8% | 15% | 13.3%(4) | -4.2% | -0.65 | — | BuildFund | ||
| -0.01 | 0.35 | -0.17 | 0.13 | -0.25 | -0.3% | -88.3% | 8% | 30.6%(3) | -0.6% | -0.11 | 0.84 | BuildFund | ||
| -0.03 | 0.76 | 0.34 | 0.00 | -0.42 | -1.0% | -93.9% | 14% | 24.8%(4) | -13.7% | -1.43 | 0.87 | BuildFund | ||
| -0.06 | 0.46 | -0.17 | 0.54 | -0.06 | -0.7% | -65.7% | 3% | 24.5%(5) | -0.2% | -0.06 | — | BuildFund | ||
| -0.08 | 0.60 | 0.09 | -0.28 | -0.08 | -1.8% | -80.9% | 12% | 29.8%(5) | -1.8% | -0.29 | 0.60 | BuildFund | ||
| -0.16 | 0.19 | -0.09 | -0.41 | -0.18 | -3.5% | -85.1% | 28% | 4.4% | -2.0% | -0.53 | 0.76 | BuildFund | ||
| -0.17 | 0.22 | 0.10 | -0.07 | -0.50 | -4.5% | -91.1% | 85% | 19.2%(4) | -17.7% | -1.77 | 0.83 | BuildFund | ||
| -0.19 | 0.45 | 0.37 | -0.52 | -0.62 | -2.9% | -81.5% | 12% | 4.9% | -9.4% | -2.21 | 0.83 | BuildFund | ||
| -0.23 | 0.45 | -0.16 | 0.04 | -0.24 | -3.6% | -73.5% | 19% | 23.4%(2) | -3.3% | -0.47 | 0.11 | BuildFund | ||
| -0.26 | 0.57 | -0.07 | -0.54 | -0.33 | -4.3% | -83.0% | 20% | 8.6%(1) | -3.6% | -0.50 | 0.26 | BuildFund | ||
| -0.32 | 0.41 | -0.11 | -0.28 | -0.55 | -6.2% | -86.2% | 19% | 6.3%(4) | -12.0% | -2.45 | 0.54 | BuildFund | ||
| -0.34 | 0.33 | 0.02 | -0.40 | -0.79 | -4.6% | -87.1% | 11% | 4.9% | -3.1% | -1.14 | 0.53 | BuildFund | ||
| -0.36 | 0.44 | -0.09 | -0.87 | -0.29 | -5.9% | -89.0% | 22% | 13.2%(4) | -7.6% | -1.20 | 0.39 | BuildFund | ||
| -0.48 | 0.26 | -0.09 | -0.42 | -0.86 | -5.9% | -88.2% | 37% | 5.1%(1) | -2.2% | -0.74 | 0.60 | BuildFund |
Click any column header to sort. Train / Val / Test Sharpe and Test α recompute with the evaluation windows; Full SR, Long SR, ann. return, max drawdown and OAP correlation span the whole sample. Long SR is the top bucket on its own — the side a long-only fund can actually hold. OAP corr is measured equal-weighted against Open Source Asset Pricing’s published series — a replication check on how closely our rebuild tracks theirs, not a performance number. Every Sharpe column beside it is cap-weighted, so a high correlation can sit next to a weak Sharpe without either being wrong. Hypothetical research backtests — not investment advice.