Maximum Sharpe

Backtest report
In sample Nov 1996 to Oct 2016 · out of sample Nov 2016 to Oct 2026
4 assets · monthly · rebalanced quarterly · no trading costs · against Benchmark

Summary

The allocation, and how it did on returns it had not seen

The allocation

US Equity 40.0%Bonds 40.0%Real Estate 12.1%Gold 7.9%

Maximum Sharpe, fitted to the returns from Nov 1996 to Oct 2016. Limits: at most 40% in any asset. Rebalanced quarterly. Benchmark: 60% US Equity and 40% Bonds, held the same way.

Return, out of sample
5.9% a year
Benchmark 6.0%
Volatility
9.5%
Benchmark 10.6%
Sharpe ratio
0.39
0.61 in sample · Benchmark 0.37
Maximum drawdown
−21.4%
Benchmark −24.9%
Tracking error
2.5%
Information ratio −0.08

Statistics

Maximum Sharpe, in sampleMaximum Sharpe, out of sampleBenchmark, in sampleBenchmark, out of sample
Return a year7.8%5.9%8.1%6.0%
Volatility9.4%9.5%10.4%10.6%
Sharpe ratio0.610.390.590.37
Sortino ratio1.511.011.420.93
Maximum drawdown−32.4%−21.4%−36.2%−24.9%
Calmar ratio0.240.280.220.24
Best month+10.0%+7.2%+9.4%+8.0%
Worst month−7.1%−8.4%−8.4%−9.7%
Value at risk, 95%, 1 month3.5%3.8%3.7%4.2%
Expected shortfall, 95%, 1 month4.9%6.3%5.5%6.7%
Tracking error2.9%2.5%
Information ratio−0.12−0.08
Beta to the benchmark0.870.87

In sample: Nov 1996 to Oct 2016, the history the weights were fitted to. Out of sample: Nov 2016 to Oct 2026.

Growth and drawdown

The whole history, with the holdout shaded apart

Growth of 100

Maximum Sharpe 798Benchmark 847
In sampleOut of sample025050075010001250200020052010201520202025Dec 1996 Maximum Sharpe: 99 Benchmark: 99Mar 1997 Maximum Sharpe: 105 Benchmark: 106Jun 1997 Maximum Sharpe: 106 Benchmark: 109Oct 1997 Maximum Sharpe: 108 Benchmark: 110Jan 1998 Maximum Sharpe: 112 Benchmark: 110Apr 1998 Maximum Sharpe: 111 Benchmark: 110Jul 1998 Maximum Sharpe: 112 Benchmark: 114Nov 1998 Maximum Sharpe: 110 Benchmark: 113Feb 1999 Maximum Sharpe: 111 Benchmark: 114May 1999 Maximum Sharpe: 112 Benchmark: 116Sep 1999 Maximum Sharpe: 119 Benchmark: 125Dec 1999 Maximum Sharpe: 126 Benchmark: 135Mar 2000 Maximum Sharpe: 128 Benchmark: 137Jun 2000 Maximum Sharpe: 119 Benchmark: 125Oct 2000 Maximum Sharpe: 124 Benchmark: 130Jan 2001 Maximum Sharpe: 124 Benchmark: 131Apr 2001 Maximum Sharpe: 127 Benchmark: 134Jul 2001 Maximum Sharpe: 131 Benchmark: 136Nov 2001 Maximum Sharpe: 128 Benchmark: 131Feb 2002 Maximum Sharpe: 125 Benchmark: 127May 2002 Maximum Sharpe: 128 Benchmark: 129Sep 2002 Maximum Sharpe: 122 Benchmark: 120Dec 2002 Maximum Sharpe: 134 Benchmark: 132Mar 2003 Maximum Sharpe: 150 Benchmark: 149Jun 2003 Maximum Sharpe: 164 Benchmark: 164Oct 2003 Maximum Sharpe: 165 Benchmark: 168Jan 2004 Maximum Sharpe: 162 Benchmark: 164Apr 2004 Maximum Sharpe: 162 Benchmark: 167Jul 2004 Maximum Sharpe: 164 Benchmark: 171Nov 2004 Maximum Sharpe: 173 Benchmark: 181Feb 2005 Maximum Sharpe: 173 Benchmark: 180May 2005 Maximum Sharpe: 177 Benchmark: 183Sep 2005 Maximum Sharpe: 170 Benchmark: 177Dec 2005 Maximum Sharpe: 179 Benchmark: 190Mar 2006 Maximum Sharpe: 186 Benchmark: 196Jun 2006 Maximum Sharpe: 180 Benchmark: 190Oct 2006 Maximum Sharpe: 171 Benchmark: 177Jan 2007 Maximum Sharpe: 172 Benchmark: 179Apr 2007 Maximum Sharpe: 162 Benchmark: 167Jul 2007 Maximum Sharpe: 157 Benchmark: 159Nov 2007 Maximum Sharpe: 170 Benchmark: 174Feb 2008 Maximum Sharpe: 163 Benchmark: 168May 2008 Maximum Sharpe: 150 Benchmark: 153Sep 2008 Maximum Sharpe: 138 Benchmark: 137Dec 2008 Maximum Sharpe: 131 Benchmark: 131Mar 2009 Maximum Sharpe: 135 Benchmark: 135Jun 2009 Maximum Sharpe: 161 Benchmark: 168Oct 2009 Maximum Sharpe: 170 Benchmark: 177Jan 2010 Maximum Sharpe: 196 Benchmark: 204Apr 2010 Maximum Sharpe: 211 Benchmark: 218Jul 2010 Maximum Sharpe: 216 Benchmark: 226Nov 2010 Maximum Sharpe: 227 Benchmark: 242Feb 2011 Maximum Sharpe: 225 Benchmark: 246May 2011 Maximum Sharpe: 221 Benchmark: 234Sep 2011 Maximum Sharpe: 234 Benchmark: 245Dec 2011 Maximum Sharpe: 261 Benchmark: 273Mar 2012 Maximum Sharpe: 277 Benchmark: 287Jun 2012 Maximum Sharpe: 294 Benchmark: 311Oct 2012 Maximum Sharpe: 287 Benchmark: 302Jan 2013 Maximum Sharpe: 293 Benchmark: 304Apr 2013 Maximum Sharpe: 325 Benchmark: 344Jul 2013 Maximum Sharpe: 319 Benchmark: 341Nov 2013 Maximum Sharpe: 330 Benchmark: 346Feb 2014 Maximum Sharpe: 338 Benchmark: 359May 2014 Maximum Sharpe: 338 Benchmark: 355Sep 2014 Maximum Sharpe: 359 Benchmark: 384Dec 2014 Maximum Sharpe: 348 Benchmark: 370Mar 2015 Maximum Sharpe: 353 Benchmark: 375Jun 2015 Maximum Sharpe: 377 Benchmark: 391Oct 2015 Maximum Sharpe: 393 Benchmark: 410Jan 2016 Maximum Sharpe: 434 Benchmark: 456Apr 2016 Maximum Sharpe: 447 Benchmark: 470Jul 2016 Maximum Sharpe: 433 Benchmark: 462Nov 2016 Maximum Sharpe: 466 Benchmark: 491Feb 2017 Maximum Sharpe: 487 Benchmark: 509May 2017 Maximum Sharpe: 515 Benchmark: 543Sep 2017 Maximum Sharpe: 534 Benchmark: 570Dec 2017 Maximum Sharpe: 540 Benchmark: 576Mar 2018 Maximum Sharpe: 558 Benchmark: 587Jun 2018 Maximum Sharpe: 605 Benchmark: 657Oct 2018 Maximum Sharpe: 645 Benchmark: 717Jan 2019 Maximum Sharpe: 686 Benchmark: 762Apr 2019 Maximum Sharpe: 690 Benchmark: 763Jul 2019 Maximum Sharpe: 699 Benchmark: 776Nov 2019 Maximum Sharpe: 718 Benchmark: 816Feb 2020 Maximum Sharpe: 687 Benchmark: 779May 2020 Maximum Sharpe: 664 Benchmark: 738Sep 2020 Maximum Sharpe: 733 Benchmark: 816Dec 2020 Maximum Sharpe: 785 Benchmark: 866Mar 2021 Maximum Sharpe: 769 Benchmark: 863Jun 2021 Maximum Sharpe: 752 Benchmark: 836Oct 2021 Maximum Sharpe: 756 Benchmark: 849Jan 2022 Maximum Sharpe: 752 Benchmark: 839Apr 2022 Maximum Sharpe: 736 Benchmark: 823Jul 2022 Maximum Sharpe: 658 Benchmark: 727Nov 2022 Maximum Sharpe: 657 Benchmark: 715Feb 2023 Maximum Sharpe: 714 Benchmark: 770May 2023 Maximum Sharpe: 711 Benchmark: 772Sep 2023 Maximum Sharpe: 704 Benchmark: 762Dec 2023 Maximum Sharpe: 769 Benchmark: 847Mar 2024 Maximum Sharpe: 815 Benchmark: 907Jun 2024 Maximum Sharpe: 903 Benchmark: 1008Oct 2024 Maximum Sharpe: 943 Benchmark: 1071Jan 2025 Maximum Sharpe: 921 Benchmark: 1017Apr 2025 Maximum Sharpe: 926 Benchmark: 1025Jul 2025 Maximum Sharpe: 839 Benchmark: 907Nov 2025 Maximum Sharpe: 856 Benchmark: 913Feb 2026 Maximum Sharpe: 836 Benchmark: 904May 2026 Maximum Sharpe: 821 Benchmark: 869Aug 2026 Maximum Sharpe: 785 Benchmark: 828

Drawdown

Maximum Sharpe −21.4% at worst out of sampleBenchmark −24.9%
In sampleOut of sample−40%−30%−20%−10%0%200020052010201520202025Dec 1996 Maximum Sharpe: −1.5% Benchmark: −0.6%Mar 1997 Maximum Sharpe: −0.1% Benchmark: 0.0%Jun 1997 Maximum Sharpe: −2.4% Benchmark: −2.7%Oct 1997 Maximum Sharpe: −0.8% Benchmark: −1.8%Jan 1998 Maximum Sharpe: 0.0% Benchmark: −1.4%Apr 1998 Maximum Sharpe: −0.5% Benchmark: −1.6%Jul 1998 Maximum Sharpe: 0.0% Benchmark: 0.0%Nov 1998 Maximum Sharpe: −3.4% Benchmark: −3.3%Feb 1999 Maximum Sharpe: −2.2% Benchmark: −2.3%May 1999 Maximum Sharpe: −1.8% Benchmark: −1.8%Sep 1999 Maximum Sharpe: 0.0% Benchmark: 0.0%Dec 1999 Maximum Sharpe: −0.7% Benchmark: −0.7%Mar 2000 Maximum Sharpe: −1.6% Benchmark: −1.7%Jun 2000 Maximum Sharpe: −9.0% Benchmark: −9.9%Oct 2000 Maximum Sharpe: −5.0% Benchmark: −6.6%Jan 2001 Maximum Sharpe: −4.6% Benchmark: −6.1%Apr 2001 Maximum Sharpe: −2.5% Benchmark: −3.7%Jul 2001 Maximum Sharpe: 0.0% Benchmark: −2.7%Nov 2001 Maximum Sharpe: −1.9% Benchmark: −5.9%Feb 2002 Maximum Sharpe: −4.3% Benchmark: −8.8%May 2002 Maximum Sharpe: −2.2% Benchmark: −7.3%Sep 2002 Maximum Sharpe: −7.3% Benchmark: −13.7%Dec 2002 Maximum Sharpe: 0.0% Benchmark: −5.3%Mar 2003 Maximum Sharpe: 0.0% Benchmark: 0.0%Jun 2003 Maximum Sharpe: 0.0% Benchmark: 0.0%Oct 2003 Maximum Sharpe: 0.0% Benchmark: 0.0%Jan 2004 Maximum Sharpe: −1.9% Benchmark: −2.3%Apr 2004 Maximum Sharpe: −2.1% Benchmark: −0.6%Jul 2004 Maximum Sharpe: −0.6% Benchmark: 0.0%Nov 2004 Maximum Sharpe: −0.6% Benchmark: −0.7%Feb 2005 Maximum Sharpe: −2.4% Benchmark: −3.0%May 2005 Maximum Sharpe: −0.3% Benchmark: −1.6%Sep 2005 Maximum Sharpe: −4.5% Benchmark: −4.9%Dec 2005 Maximum Sharpe: 0.0% Benchmark: 0.0%Mar 2006 Maximum Sharpe: 0.0% Benchmark: 0.0%Jun 2006 Maximum Sharpe: −6.3% Benchmark: −5.9%Oct 2006 Maximum Sharpe: −10.6% Benchmark: −12.2%Jan 2007 Maximum Sharpe: −10.3% Benchmark: −11.0%Apr 2007 Maximum Sharpe: −15.6% Benchmark: −17.0%Jul 2007 Maximum Sharpe: −18.0% Benchmark: −21.3%Nov 2007 Maximum Sharpe: −11.1% Benchmark: −13.7%Feb 2008 Maximum Sharpe: −14.9% Benchmark: −16.4%May 2008 Maximum Sharpe: −21.8% Benchmark: −24.1%Sep 2008 Maximum Sharpe: −28.2% Benchmark: −31.8%Dec 2008 Maximum Sharpe: −31.4% Benchmark: −34.8%Mar 2009 Maximum Sharpe: −29.6% Benchmark: −33.0%Jun 2009 Maximum Sharpe: −16.0% Benchmark: −16.4%Oct 2009 Maximum Sharpe: −11.1% Benchmark: −12.1%Jan 2010 Maximum Sharpe: 0.0% Benchmark: 0.0%Apr 2010 Maximum Sharpe: 0.0% Benchmark: −0.5%Jul 2010 Maximum Sharpe: 0.0% Benchmark: 0.0%Nov 2010 Maximum Sharpe: −1.4% Benchmark: −0.5%Feb 2011 Maximum Sharpe: −2.1% Benchmark: −0.1%May 2011 Maximum Sharpe: −3.6% Benchmark: −5.2%Sep 2011 Maximum Sharpe: 0.0% Benchmark: −0.6%Dec 2011 Maximum Sharpe: 0.0% Benchmark: 0.0%Mar 2012 Maximum Sharpe: 0.0% Benchmark: 0.0%Jun 2012 Maximum Sharpe: 0.0% Benchmark: 0.0%Oct 2012 Maximum Sharpe: −2.5% Benchmark: −2.9%Jan 2013 Maximum Sharpe: −0.3% Benchmark: −2.2%Apr 2013 Maximum Sharpe: 0.0% Benchmark: 0.0%Jul 2013 Maximum Sharpe: −5.8% Benchmark: −5.4%Nov 2013 Maximum Sharpe: −2.5% Benchmark: −4.0%Feb 2014 Maximum Sharpe: −2.3% Benchmark: −1.6%May 2014 Maximum Sharpe: −2.3% Benchmark: −2.6%Sep 2014 Maximum Sharpe: −1.4% Benchmark: −1.2%Dec 2014 Maximum Sharpe: −4.4% Benchmark: −4.7%Mar 2015 Maximum Sharpe: −3.3% Benchmark: −3.6%Jun 2015 Maximum Sharpe: 0.0% Benchmark: −0.6%Oct 2015 Maximum Sharpe: −0.1% Benchmark: −1.4%Jan 2016 Maximum Sharpe: 0.0% Benchmark: 0.0%Apr 2016 Maximum Sharpe: 0.0% Benchmark: 0.0%Jul 2016 Maximum Sharpe: −3.6% Benchmark: −1.8%Nov 2016 Maximum Sharpe: 0.0% Benchmark: 0.0%Feb 2017 Maximum Sharpe: 0.0% Benchmark: 0.0%May 2017 Maximum Sharpe: 0.0% Benchmark: 0.0%Sep 2017 Maximum Sharpe: −2.2% Benchmark: −2.3%Dec 2017 Maximum Sharpe: −1.0% Benchmark: −1.3%Mar 2018 Maximum Sharpe: 0.0% Benchmark: 0.0%Jun 2018 Maximum Sharpe: 0.0% Benchmark: 0.0%Oct 2018 Maximum Sharpe: 0.0% Benchmark: 0.0%Jan 2019 Maximum Sharpe: 0.0% Benchmark: −0.7%Apr 2019 Maximum Sharpe: −1.4% Benchmark: −2.2%Jul 2019 Maximum Sharpe: −0.1% Benchmark: −0.6%Nov 2019 Maximum Sharpe: −3.7% Benchmark: −2.3%Feb 2020 Maximum Sharpe: −8.4% Benchmark: −9.7%May 2020 Maximum Sharpe: −11.4% Benchmark: −14.6%Sep 2020 Maximum Sharpe: −2.2% Benchmark: −5.5%Dec 2020 Maximum Sharpe: −0.1% Benchmark: −0.5%Mar 2021 Maximum Sharpe: −2.2% Benchmark: −0.9%Jun 2021 Maximum Sharpe: −4.3% Benchmark: −4.0%Oct 2021 Maximum Sharpe: −3.8% Benchmark: −2.6%Jan 2022 Maximum Sharpe: −4.4% Benchmark: −3.7%Apr 2022 Maximum Sharpe: −6.4% Benchmark: −5.5%Jul 2022 Maximum Sharpe: −16.2% Benchmark: −16.5%Nov 2022 Maximum Sharpe: −16.4% Benchmark: −17.9%Feb 2023 Maximum Sharpe: −9.2% Benchmark: −11.5%May 2023 Maximum Sharpe: −9.6% Benchmark: −11.4%Sep 2023 Maximum Sharpe: −10.4% Benchmark: −12.5%Dec 2023 Maximum Sharpe: −2.1% Benchmark: −2.8%Mar 2024 Maximum Sharpe: 0.0% Benchmark: 0.0%Jun 2024 Maximum Sharpe: 0.0% Benchmark: 0.0%Oct 2024 Maximum Sharpe: 0.0% Benchmark: 0.0%Jan 2025 Maximum Sharpe: −7.1% Benchmark: −7.8%Apr 2025 Maximum Sharpe: −6.6% Benchmark: −7.0%Jul 2025 Maximum Sharpe: −15.4% Benchmark: −17.7%Nov 2025 Maximum Sharpe: −13.7% Benchmark: −17.2%Feb 2026 Maximum Sharpe: −15.7% Benchmark: −18.0%May 2026 Maximum Sharpe: −17.2% Benchmark: −21.2%Aug 2026 Maximum Sharpe: −20.8% Benchmark: −24.9%

Weights and trading

What drifting and rebalancing cost

Weights held, out of sample

US EquityBondsReal EstateGold
0%25%50%75%100%2017201820192020202120222023202420252026Nov 2016 US Equity: 40.0% Bonds: 40.0% Real Estate: 12.1% Gold: 7.9%Dec 2016 US Equity: 40.9% Bonds: 38.9% Real Estate: 12.4% Gold: 7.8%Jan 2017 US Equity: 40.0% Bonds: 40.0% Real Estate: 12.1% Gold: 7.9%Feb 2017 US Equity: 39.6% Bonds: 41.0% Real Estate: 11.1% Gold: 8.2%Mar 2017 US Equity: 39.8% Bonds: 40.1% Real Estate: 11.9% Gold: 8.2%Apr 2017 US Equity: 40.0% Bonds: 40.0% Real Estate: 12.1% Gold: 7.9%May 2017 US Equity: 41.1% Bonds: 39.5% Real Estate: 11.9% Gold: 7.5%Jun 2017 US Equity: 40.9% Bonds: 39.7% Real Estate: 12.2% Gold: 7.3%Jul 2017 US Equity: 40.0% Bonds: 40.0% Real Estate: 12.1% Gold: 7.9%Aug 2017 US Equity: 41.9% Bonds: 38.3% Real Estate: 12.5% Gold: 7.3%Oct 2017 US Equity: 40.0% Bonds: 40.0% Real Estate: 12.1% Gold: 7.9%Nov 2017 US Equity: 40.1% Bonds: 40.2% Real Estate: 11.7% Gold: 8.1%Dec 2017 US Equity: 39.6% Bonds: 40.3% Real Estate: 11.8% Gold: 8.2%Jan 2018 US Equity: 40.0% Bonds: 40.0% Real Estate: 12.1% Gold: 7.9%Feb 2018 US Equity: 40.3% Bonds: 39.8% Real Estate: 12.0% Gold: 7.9%Mar 2018 US Equity: 38.1% Bonds: 41.1% Real Estate: 12.0% Gold: 8.8%Apr 2018 US Equity: 40.0% Bonds: 40.0% Real Estate: 12.1% Gold: 7.9%May 2018 US Equity: 41.4% Bonds: 38.9% Real Estate: 12.0% Gold: 7.7%Jun 2018 US Equity: 43.1% Bonds: 37.4% Real Estate: 12.3% Gold: 7.2%Jul 2018 US Equity: 40.0% Bonds: 40.0% Real Estate: 12.1% Gold: 7.9%Aug 2018 US Equity: 40.5% Bonds: 39.0% Real Estate: 12.5% Gold: 8.0%Oct 2018 US Equity: 40.0% Bonds: 40.0% Real Estate: 12.1% Gold: 7.9%Nov 2018 US Equity: 41.6% Bonds: 38.9% Real Estate: 11.9% Gold: 7.6%Dec 2018 US Equity: 42.9% Bonds: 37.2% Real Estate: 12.5% Gold: 7.4%Jan 2019 US Equity: 40.0% Bonds: 40.0% Real Estate: 12.1% Gold: 7.9%Feb 2019 US Equity: 38.7% Bonds: 41.3% Real Estate: 11.9% Gold: 8.2%Mar 2019 US Equity: 39.7% Bonds: 40.8% Real Estate: 10.9% Gold: 8.6%Apr 2019 US Equity: 40.0% Bonds: 40.0% Real Estate: 12.1% Gold: 7.9%May 2019 US Equity: 39.7% Bonds: 39.9% Real Estate: 12.1% Gold: 8.3%Jun 2019 US Equity: 39.8% Bonds: 39.4% Real Estate: 12.7% Gold: 8.0%Jul 2019 US Equity: 40.0% Bonds: 40.0% Real Estate: 12.1% Gold: 7.9%Aug 2019 US Equity: 40.4% Bonds: 39.4% Real Estate: 12.4% Gold: 7.8%Oct 2019 US Equity: 40.0% Bonds: 40.0% Real Estate: 12.1% Gold: 7.9%Nov 2019 US Equity: 40.5% Bonds: 39.9% Real Estate: 11.9% Gold: 7.7%Dec 2019 US Equity: 41.2% Bonds: 39.6% Real Estate: 11.7% Gold: 7.4%Jan 2020 US Equity: 40.0% Bonds: 40.0% Real Estate: 12.1% Gold: 7.9%Feb 2020 US Equity: 41.0% Bonds: 39.5% Real Estate: 11.9% Gold: 7.7%Mar 2020 US Equity: 36.1% Bonds: 45.3% Real Estate: 10.4% Gold: 8.2%Apr 2020 US Equity: 40.0% Bonds: 40.0% Real Estate: 12.1% Gold: 7.9%May 2020 US Equity: 39.0% Bonds: 40.6% Real Estate: 12.0% Gold: 8.4%Jun 2020 US Equity: 38.9% Bonds: 40.6% Real Estate: 11.9% Gold: 8.6%Jul 2020 US Equity: 40.0% Bonds: 40.0% Real Estate: 12.1% Gold: 7.9%Aug 2020 US Equity: 39.6% Bonds: 40.2% Real Estate: 12.3% Gold: 8.0%Oct 2020 US Equity: 40.0% Bonds: 40.0% Real Estate: 12.1% Gold: 7.9%Nov 2020 US Equity: 40.3% Bonds: 39.2% Real Estate: 12.4% Gold: 8.0%Dec 2020 US Equity: 41.1% Bonds: 38.0% Real Estate: 13.2% Gold: 7.8%Jan 2021 US Equity: 40.0% Bonds: 40.0% Real Estate: 12.1% Gold: 7.9%Feb 2021 US Equity: 39.5% Bonds: 40.6% Real Estate: 11.8% Gold: 8.1%Mar 2021 US Equity: 40.1% Bonds: 40.6% Real Estate: 11.6% Gold: 7.7%Apr 2021 US Equity: 40.0% Bonds: 40.0% Real Estate: 12.1% Gold: 7.9%May 2021 US Equity: 39.0% Bonds: 40.6% Real Estate: 11.8% Gold: 8.5%Jun 2021 US Equity: 39.0% Bonds: 40.0% Real Estate: 11.9% Gold: 9.1%Jul 2021 US Equity: 40.0% Bonds: 40.0% Real Estate: 12.1% Gold: 7.9%Aug 2021 US Equity: 39.7% Bonds: 39.9% Real Estate: 12.3% Gold: 8.1%Oct 2021 US Equity: 40.0% Bonds: 40.0% Real Estate: 12.1% Gold: 7.9%Nov 2021 US Equity: 40.4% Bonds: 40.3% Real Estate: 11.9% Gold: 7.4%Dec 2021 US Equity: 40.4% Bonds: 40.8% Real Estate: 11.9% Gold: 6.9%Jan 2022 US Equity: 40.0% Bonds: 40.0% Real Estate: 12.1% Gold: 7.9%Feb 2022 US Equity: 38.6% Bonds: 40.6% Real Estate: 12.4% Gold: 8.4%Mar 2022 US Equity: 38.9% Bonds: 40.6% Real Estate: 11.6% Gold: 8.9%Apr 2022 US Equity: 40.0% Bonds: 40.0% Real Estate: 12.1% Gold: 7.9%May 2022 US Equity: 40.8% Bonds: 39.2% Real Estate: 12.7% Gold: 7.3%Jun 2022 US Equity: 40.1% Bonds: 39.8% Real Estate: 13.1% Gold: 7.0%Jul 2022 US Equity: 40.0% Bonds: 40.0% Real Estate: 12.1% Gold: 7.9%Aug 2022 US Equity: 39.0% Bonds: 41.3% Real Estate: 11.1% Gold: 8.6%Oct 2022 US Equity: 40.0% Bonds: 40.0% Real Estate: 12.1% Gold: 7.9%Nov 2022 US Equity: 40.1% Bonds: 40.3% Real Estate: 11.6% Gold: 8.1%Dec 2022 US Equity: 40.2% Bonds: 40.1% Real Estate: 11.9% Gold: 7.8%Jan 2023 US Equity: 40.0% Bonds: 40.0% Real Estate: 12.1% Gold: 7.9%Feb 2023 US Equity: 41.3% Bonds: 38.8% Real Estate: 12.3% Gold: 7.7%Mar 2023 US Equity: 40.8% Bonds: 38.5% Real Estate: 12.9% Gold: 7.8%Apr 2023 US Equity: 40.0% Bonds: 40.0% Real Estate: 12.1% Gold: 7.9%May 2023 US Equity: 39.9% Bonds: 40.3% Real Estate: 11.9% Gold: 7.9%Jun 2023 US Equity: 40.4% Bonds: 39.5% Real Estate: 12.0% Gold: 8.1%Jul 2023 US Equity: 40.0% Bonds: 40.0% Real Estate: 12.1% Gold: 7.9%Aug 2023 US Equity: 39.8% Bonds: 39.3% Real Estate: 12.6% Gold: 8.4%Oct 2023 US Equity: 40.0% Bonds: 40.0% Real Estate: 12.1% Gold: 7.9%Nov 2023 US Equity: 41.0% Bonds: 39.2% Real Estate: 11.5% Gold: 8.3%Dec 2023 US Equity: 42.1% Bonds: 37.8% Real Estate: 11.8% Gold: 8.2%Jan 2024 US Equity: 40.0% Bonds: 40.0% Real Estate: 12.1% Gold: 7.9%Feb 2024 US Equity: 41.4% Bonds: 38.7% Real Estate: 12.6% Gold: 7.3%Mar 2024 US Equity: 41.2% Bonds: 38.8% Real Estate: 12.8% Gold: 7.2%Apr 2024 US Equity: 40.0% Bonds: 40.0% Real Estate: 12.1% Gold: 7.9%May 2024 US Equity: 40.5% Bonds: 39.5% Real Estate: 12.1% Gold: 7.9%Jun 2024 US Equity: 42.2% Bonds: 37.7% Real Estate: 12.3% Gold: 7.8%Jul 2024 US Equity: 40.0% Bonds: 40.0% Real Estate: 12.1% Gold: 7.9%Aug 2024 US Equity: 40.7% Bonds: 39.7% Real Estate: 11.4% Gold: 8.2%Oct 2024 US Equity: 40.0% Bonds: 40.0% Real Estate: 12.1% Gold: 7.9%Nov 2024 US Equity: 40.0% Bonds: 39.1% Real Estate: 12.7% Gold: 8.2%Dec 2024 US Equity: 39.1% Bonds: 39.6% Real Estate: 12.4% Gold: 8.9%Jan 2025 US Equity: 40.0% Bonds: 40.0% Real Estate: 12.1% Gold: 7.9%Feb 2025 US Equity: 38.2% Bonds: 42.0% Real Estate: 11.5% Gold: 8.3%Mar 2025 US Equity: 38.7% Bonds: 41.6% Real Estate: 11.0% Gold: 8.7%Apr 2025 US Equity: 40.0% Bonds: 40.0% Real Estate: 12.1% Gold: 7.9%May 2025 US Equity: 40.9% Bonds: 38.9% Real Estate: 12.2% Gold: 8.0%Jun 2025 US Equity: 40.0% Bonds: 39.8% Real Estate: 11.4% Gold: 8.8%Jul 2025 US Equity: 40.0% Bonds: 40.0% Real Estate: 12.1% Gold: 7.9%Aug 2025 US Equity: 39.6% Bonds: 39.8% Real Estate: 12.6% Gold: 8.1%Oct 2025 US Equity: 40.0% Bonds: 40.0% Real Estate: 12.1% Gold: 7.9%Nov 2025 US Equity: 40.1% Bonds: 39.6% Real Estate: 12.2% Gold: 8.1%Dec 2025 US Equity: 39.5% Bonds: 40.2% Real Estate: 12.4% Gold: 8.0%Jan 2026 US Equity: 40.0% Bonds: 40.0% Real Estate: 12.1% Gold: 7.9%Feb 2026 US Equity: 39.8% Bonds: 40.4% Real Estate: 11.9% Gold: 7.9%Mar 2026 US Equity: 39.6% Bonds: 41.3% Real Estate: 11.8% Gold: 7.3%Apr 2026 US Equity: 40.0% Bonds: 40.0% Real Estate: 12.1% Gold: 7.9%May 2026 US Equity: 39.2% Bonds: 41.0% Real Estate: 12.2% Gold: 7.7%Jun 2026 US Equity: 37.4% Bonds: 41.9% Real Estate: 12.4% Gold: 8.3%Jul 2026 US Equity: 40.0% Bonds: 40.0% Real Estate: 12.1% Gold: 7.9%Aug 2026 US Equity: 40.9% Bonds: 38.8% Real Estate: 12.7% Gold: 7.5%Sep 2026 US Equity: 39.4% Bonds: 39.6% Real Estate: 12.8% Gold: 8.2%

Between rebalances the weights drift with prices; at each rebalance they return to the targets.

Rebalances
40
Rebalanced quarterly
Turnover
8.4% a year
Trading costs
0.00% a year
None
Largest rebalance
9.6%
Of the portfolio's value

Returns

By year and by month

Calendar-year returns

Maximum SharpeBenchmark
In sampleOut of sample−40%−20%0%20%40%60%1996 from Nov Maximum Sharpe: −1.5% Benchmark: −0.6%1997 Maximum Sharpe: +11.1% Benchmark: +10.3%1998 Maximum Sharpe: −0.3% Benchmark: +1.3%1999 Maximum Sharpe: +15.8% Benchmark: +21.2%20002000 Maximum Sharpe: −2.3% Benchmark: −2.7%2001 Maximum Sharpe: +2.2% Benchmark: −2.1%2002 Maximum Sharpe: +6.2% Benchmark: +2.9%2003 Maximum Sharpe: +19.8% Benchmark: +23.8%2004 Maximum Sharpe: +6.8% Benchmark: +9.4%20052005 Maximum Sharpe: +4.6% Benchmark: +6.1%2006 Maximum Sharpe: −6.7% Benchmark: −8.7%2007 Maximum Sharpe: −2.7% Benchmark: −3.3%2008 Maximum Sharpe: −19.4% Benchmark: −21.5%2009 Maximum Sharpe: +42.0% Benchmark: +45.3%20102010 Maximum Sharpe: +18.3% Benchmark: +25.8%2011 Maximum Sharpe: +18.4% Benchmark: +13.7%2012 Maximum Sharpe: +12.6% Benchmark: +10.8%2013 Maximum Sharpe: +14.4% Benchmark: +16.3%2014 Maximum Sharpe: +3.7% Benchmark: +5.1%20152015 Maximum Sharpe: +17.0% Benchmark: +13.9%2016 Maximum Sharpe: +16.7% Benchmark: +18.1%2017 Maximum Sharpe: +13.4% Benchmark: +15.5%2018 Maximum Sharpe: +27.2% Benchmark: +33.4%2019 Maximum Sharpe: +7.5% Benchmark: +9.7%20202020 Maximum Sharpe: +6.4% Benchmark: +2.9%2021 Maximum Sharpe: −2.9% Benchmark: −0.3%2022 Maximum Sharpe: −12.5% Benchmark: −16.4%2023 Maximum Sharpe: +15.4% Benchmark: +17.3%2024 Maximum Sharpe: +28.9% Benchmark: +30.2%20252025 Maximum Sharpe: −15.4% Benchmark: −18.3%2026 to Oct Maximum Sharpe: −4.9% Benchmark: −5.9%

Part years: 1996 from Nov, 2026 to Oct.

Monthly returns, out of sample

JanFebMarAprMayJunJulAugSepOctNovDecYear
20163.8%2.2%6.1%
2017−3.0%5.5%1.8%3.0%0.8%0.9%4.9%−1.4%−0.7%−1.0%1.2%1.0%13.4%
20181.5%−1.4%3.3%2.1%1.9%4.1%3.7%2.3%−0.4%1.0%4.5%1.9%27.2%
20190.0%1.3%0.6%−1.4%−0.4%0.5%1.2%−0.5%7.1%−1.7%−2.0%2.8%7.5%
20201.6%−8.4%−5.1%−2.1%4.0%7.2%−1.1%3.2%0.9%2.1%5.0%−0.1%6.4%
2021−1.4%0.2%−0.9%−0.5%1.2%−2.9%0.3%−1.5%2.1%−0.3%−1.2%2.1%−2.9%
2022−1.4%−5.2%1.2%2.0%−3.7%−3.5%−3.7%−2.9%0.4%0.4%2.0%1.4%−12.5%
20233.7%3.2%1.1%−0.5%−1.0%−0.9%1.8%−0.4%−1.3%1.7%4.3%3.0%15.4%
20243.6%0.8%1.4%1.1%4.6%4.8%0.8%1.4%0.8%1.3%2.6%2.6%28.9%
2025−7.1%1.2%−1.6%1.1%−1.8%−6.7%−1.1%0.0%2.5%0.6%−1.0%−2.0%−15.4%
20260.5%−0.8%2.2%−2.6%−1.3%−5.1%3.0%−2.2%4.4%−2.7%−4.9%

Method

How the backtest was run

How the allocation was tested

AssetsUS Equity, Intl Equity, Bonds, Gold and Real Estate; T-Bills as the risk-free asset, held as cash. Monthly returns, Nov 1996 to Oct 2026.
ValidationA holdout: weights fitted to the history to Oct 2016 and scored on Nov 2016 to Oct 2026, returns they had not seen.
EstimatesLedoit–Wolf covariance and historical mean returns, annualised by 12.
LimitsAt most 40% in any asset; fully invested.
RebalancingQuarterly, to the targets; between rebalances the weights drift with prices.
Trading costsNone.
In sampleThe same weights over the history they were fitted to, Nov 1996 to Oct 2016.
RatiosSharpe and Sortino ratios against the T-Bills return over each period scored (2.5% a year over the test); value at risk and expected shortfall from history, at 95% over one month.
Every figure is computed by Finalytics 1.0.0-rc.1 from the assets' returns; the same inputs give the same report, identified by the input digest cfdd0dbb8b6d.