Backtest Portfolio Asset Class Allocation

This portfolio backtesting tool allows you to construct one or more portfolios based on the selected asset class level allocations in order to analyze and backtest portfolio returns, risk characteristics, drawdowns, and rolling returns. You can compare up to three different portfolios against the selected benchmark, and you can also specify any periodic contribution or withdrawal cashflows and the preferred portfolio rebalancing strategy.

You can also use the portfolio backtesting tool to build and compare portfolios based on specific mutual funds, ETFs, and stocks.

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Asset Allocation 
Asset Class
Asset 1
Asset 2
Asset 3
Asset 4
Asset 5
Asset 6
Asset 7
Asset 8
Asset 9
Asset 10

Portfolio Analysis Results (Jan 1981 - Oct 2022)

Portfolio Allocations

Portfolio 1
Asset Class Allocation
US Stock Market 80.00%
10-year Treasury 20.00%
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Portfolio 2
Asset Class Allocation
Long Term Treasury 100.00%
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Portfolio Returns

Portfolio performance statistics
PortfolioInitial BalanceFinal BalanceCAGRStdevBest YearWorst YearMax. DrawdownSharpe RatioSortino RatioMarket Correlation
Portfolio 1$10,000$595,456 10.26% 12.46%33.74%-25.52%-39.13% 0.540.790.99
Portfolio 2$10,000$248,514 7.98% 11.12%47.10%-32.66%-40.02% 0.400.650.03

Trailing Returns

Trailing Returns
NameTotal ReturnAnnualized ReturnAnnualized Standard Deviation
3 MonthYear To Date1 year3 year5 year10 yearFull3 year5 year
Portfolio 1-6.45%-18.44%-16.82%6.86%7.72%10.00%10.26%17.03%15.02%
Portfolio 2-16.91%-32.66%-32.19%-9.82%-2.74%-0.05%7.98%13.73%13.26%
Trailing return and volatility are as of last full calendar month ending October 2022
Notes on results:
  • IMPORTANT: The projections or other information generated by Portfolio Visualizer regarding the likelihood of various investment outcomes are hypothetical in nature, do not reflect actual investment results and are not guarantees of future results. Results may vary with each use and over time.
  • The results do not constitute investment advice or recommendation, are provided solely for informational purposes, and are not an offer to buy or sell any securities. All use is subject to terms of service.
  • Investing involves risk, including possible loss of principal. Past performance is not a guarantee of future results.
  • Asset allocation and diversification strategies do not guarantee a profit or protect against a loss.
  • Hypothetical returns do not reflect trading costs, transaction fees, commissions, or actual taxes due on investment returns.
  • The results are based on information from a variety of sources we consider reliable, but we do not represent that the information is accurate or complete.
  • Refer to the related documentation sections for more details on terms and definitions, methodology, and data sources.
  • Portfolio model information represents a blended portfolio consisting of the model's underlying positions and assigned weights provided by the user and rebalanced at the specified schedule. The results were constructed using net of fee mutual fund performance. Portfolio Visualizer does not provide preferential treatment to any specific security or investment.
  • The results are based on the total return of assets and assume that all received dividends and distributions are reinvested.
  • Compound annualized growth rate (CAGR) is the annualized geometric mean return of the portfolio. It is calculated from the portfolio start and end balance and is thus impacted by any cashflows.
  • The time-weighted rate of return (TWRR) is a measure of the compound rate of growth in a portfolio. This is calculated from the holding period returns (e.g. monthly returns), and TWRR will thus not be impacted by cashflows. If there are no external cashflows, TWRR will equal CAGR.
  • The money-weighted rate of return (MWRR) is the internal rate of return (IRR) taking into account cashflows. This is the discount rate at which the present value of cash inflows equals the present value of cash outflows.
  • Standard deviation (Stdev) is used to measure the dispersion of returns around the mean and is often used as a measure of risk. A higher standard deviation implies greater the dispersion of data points around the mean.
  • Sharpe Ratio is a measure of risk-adjusted performance of the portfolio, and it is calculated by dividing the mean monthly excess return of the portfolio over the risk-free rate by the standard deviation of excess return, and the displayed value is annualized.
  • Sortino Ratio is a measure of risk-adjusted return which is a modification of the Sharpe Ratio. While the latter is the ratio of average returns in excess of a risk-free rate divided by the standard deviation of those excess returns, the Sortino Ratio has the same denominator divided by the standard deviation of returns below the risk-free rate.
  • Treynor Ratio is a measure of risk-adjusted performance of the portfolio. It is similar to the Sharpe Ratio, but it uses portfolio beta (systematic risk) as the risk metric in the denominator.
  • Calmar Ratio is a measure of risk-adjusted performance of the portfolio. It is calculated as the annualized return over the past 36 months divided by the maximum drawdown over the past 36 months based on monthly returns.
  • Risk-free returns are calculated based on the Federal Reserve 3-Month Treasury Bill (secondary market) rates.
  • Downside deviation measures the downside volatility of the portfolio returns unlike standard deviation, which includes both upside and downside deviations. Downside deviation is calculated based on negative returns that hurt the portfolio performance.
  • Correlation measures to what degree the returns of the two assets move in relation to each other. Correlation coefficient is a numerical value between -1 and +1. If one variable goes up by a certain amount, the correlation coefficient indicates which way the other variable moves and by how much. Asset correlations are calculated based on monthly returns.
  • Skewness is a measure of the asymmetry of the probability distribution or returns from a normal Gaussian distribution shape about its mean. Negative skewness is associated with the left (typically negative returns) tail of the distribution extending further than the right tail; and positive skewness is associated with the right (typically positive returns) tail of the distribution extending further than the left tail.
  • Excess kurtosis is a measure of whether a data distribution is peaked or flat relative to a normal distribution. Distributions with high kurtosis tend to have a distinct peak near the mean, decline rather rapidly, and have heavy or fat tails.
  • A drawdown refers to the decline in value of a single investment or an investment portfolio from a relative peak value to a relative trough. A maximum drawdown (Max Drawdown) is the maximum observed loss from a peak to a trough of a portfolio before a new peak is attained. Drawdown values are calculated based on monthly returns.
  • Value at Risk (VaR) measures the scale of loss at a given confidence level. If the 5% VaR is -3% the portfolio return is expected to be greater than -3% 95% of the time and less than -3% 5% of the time. Value at Risk can be calculated directly based on historical returns based on a given percentile or analytically based on the mean and standard deviation of the returns.
  • Conditional Value at Risk (CVaR) measures the scale of the expected loss once the specific Value at Risk (VaR) breakpoint has been breached, i.e., it calculates the average tail loss by taking a weighted average between the value at risk and losses exceeding the value at risk.
  • Beta is a measure of systematic risk and measures the volatility of a particular investment relative to the market or its benchmark. Alpha measures the active return of the investment compared to the market benchmark return. R-squared is the percentage of a portfolio's movements that can be explained by movements in the selected benchmark index.
  • Active return is the investment return minus the return of its benchmark. For periods longer than 12 months this is displayed as annualized value, i.e., annualized investment return minus annualized benchmark return.
  • Tracking error, also known as active risk, is the standard deviation of active return. This is displayed as annualized value based on the standard deviation of monthly active returns.
  • Information ratio is the active return divided by the tracking error. It measures whether the investment outperformed its benchmark consistently.
  • Gain/Loss ratio is a measure of downside risk, and it is calculated as the average positive return in up periods divided by the average negative return in down periods.
  • Upside Capture Ratio measures how well the fund performed relative to the benchmark when the market was up, and Downside Capture Ratio measures how well the fund performed relative to the benchmark when the market was down. An upside capture ratio greater than 100 would indicate that the fund outperformed its benchmark when the market was up, and a downside capture ratio below 100 would indicate that the fund lost less than its benchmark when the market was down. To calculate upside capture ratio a new series from the portfolio returns is constructed by dropping all time periods where the benchmark return is less than equal to zero. The up capture is then the quotient of the annualized return of the resulting manager series, divided by the annualized return of the resulting benchmark series. The downside capture ratio is calculated analogously.
  • All risk measures for the portfolio and portfolio assets are calculated based on monthly returns.
  • The annual results for 2022 are based on monthly returns from January to October.
  • The results assume annual rebalancing of portfolio assets to match the specified allocation.
Annual returns for the configured portfolios
YearInflationPortfolio 1Portfolio 2US Stock Market10-year TreasuryLong Term Treasury
Annual return for 2022 is from 01/01/2022 to 10/31/2022
Portfolio return and risk metrics
MetricPortfolio 1Portfolio 2
Arithmetic Mean (monthly)0.88%0.69%
Arithmetic Mean (annualized)11.12%8.64%
Geometric Mean (monthly)0.82%0.64%
Geometric Mean (annualized)10.26%7.98%
Standard Deviation (monthly)3.60%3.21%
Standard Deviation (annualized)12.46%11.12%
Downside Deviation (monthly)2.30%1.82%
Maximum Drawdown-39.13%-40.02%
Stock Market Correlation0.990.03
Alpha (annualized)1.51%8.03%
Sharpe Ratio0.540.40
Sortino Ratio0.790.65
Treynor Ratio (%)8.43177.73
Calmar Ratio0.30-0.25
Active Return-0.39%-2.67%
Tracking Error3.57%18.72%
Information Ratio-0.11-0.14
Excess Kurtosis2.091.13
Historical Value-at-Risk (5%)-5.27%-4.29%
Analytical Value-at-Risk (5%)-5.03%-4.59%
Conditional Value-at-Risk (5%)-7.72%-5.79%
Upside Capture Ratio (%)82.2418.60
Downside Capture Ratio (%)77.64-15.27
Safe Withdrawal Rate8.49%8.82%
Perpetual Withdrawal Rate6.71%4.70%
Positive Periods328 out of 502 (65.34%)298 out of 502 (59.36%)
Gain/Loss Ratio1.001.21
* US stock market is used as the benchmark for calculations. Value-at-risk metrics are based on monthly values.

Drawdowns for Historical Market Stress Periods

Drawdowns for Historical Market Stress Periods
Stress PeriodStartEndPortfolio 1Portfolio 2
Black Monday PeriodSep 1987Nov 1987-24.68%-3.72%
Asian CrisisJul 1997Jan 1998-3.39%-2.57%
Russian Debt DefaultJul 1998Oct 1998-13.57%-1.69%
Dotcom CrashMar 2000Oct 2002-31.94%-8.18%
Subprime CrisisNov 2007Mar 2009-39.13%-9.39%
COVID-19 StartJan 2020Mar 2020-15.15%0.00%

Drawdowns for Portfolio 1

Drawdowns for Portfolio 1 (worst 10)
RankStartEndLengthRecovery ByRecovery TimeUnderwater PeriodDrawdown
1Nov 2007Feb 20091 year 4 monthsDec 20101 year 10 months3 years 2 months-39.13%
2Sep 2000Sep 20022 years 1 monthJun 20052 years 9 months4 years 10 months-31.94%
3Sep 1987Nov 19873 monthsApr 19891 year 5 months1 year 8 months-24.68%
4Jan 2022Sep 20229 months-23.09%
5Feb 2020Mar 20202 monthsJul 20204 months6 months-15.15%
6Jul 1998Aug 19982 monthsNov 19983 months5 months-13.57%
7Jun 1990Oct 19905 monthsFeb 19914 months9 months-12.40%
8May 2011Sep 20115 monthsJan 20124 months9 months-11.75%
9Jun 1981Sep 19814 monthsSep 19821 year1 year 4 months-11.65%
10Sep 2018Dec 20184 monthsApr 20194 months8 months-11.09%
Worst 10 drawdowns included above

Drawdowns for Portfolio 2

Drawdowns for Portfolio 2 (worst 10)
RankStartEndLengthRecovery ByRecovery TimeUnderwater PeriodDrawdown
1Aug 2020Oct 20222 years 3 months-40.02%
2Aug 2012Dec 20131 year 5 monthsNov 201411 months2 years 4 months-16.68%
3Aug 2016Oct 20182 years 3 monthsMay 20197 months2 years 10 months-14.78%
4May 1983May 19841 year 1 monthSep 19844 months1 year 5 months-13.97%
5Feb 2015Jun 20155 monthsJun 20161 year1 year 5 months-12.89%
6Jan 1981Sep 19819 monthsNov 19812 months11 months-12.38%
7Mar 1987Sep 19877 monthsFeb 19885 months1 year-12.25%
8Jan 2009Dec 20091 yearAug 20108 months1 year 8 months-12.06%
9Sep 2010Jan 20115 monthsAug 20117 months1 year-12.05%
10Feb 1994Oct 19949 monthsMay 19957 months1 year 4 months-11.07%
Worst 10 drawdowns included above

Portfolio Assets

Performance statistics for portfolio components
NameCAGRStdevBest YearWorst YearMax DrawdownSharpe RatioSortino RatioMarket Correlation
US Stock Market10.65%15.46%35.79%-37.04%-50.89%0.480.701.00
10-year Treasury7.10%8.09%39.57%-16.91%-21.22%0.420.670.02
Long Term Treasury7.98%11.12%47.10%-32.66%-40.02%0.400.650.03

Portfolio Asset Performance

Performance of portfolio assets
NameTotal ReturnAnnualized Return
3 MonthYear To Date1 year3 year5 year10 year
US Stock Market-5.56%-18.82%-16.99%9.56%9.68%12.28%
10-year Treasury-9.77%-16.91%-16.44%-4.56%-0.78%0.17%
Long Term Treasury-16.91%-32.66%-32.19%-9.82%-2.74%-0.05%
Trailing returns as of last calendar month ending October 2022

Monthly Correlations

Correlations for the portfolio assets
NameUS Stock Market10-year TreasuryLong Term TreasuryPortfolio 1Portfolio 2
US Stock Market1.
10-year Treasury0.021.000.940.160.94
Long Term Treasury0.030.941.000.161.00

Portfolio Return Decomposition

Portfolio return decomposition
NamePortfolio 1Portfolio 2
US Stock Market$546,632
10-year Treasury$38,824
Long Term Treasury$238,514
Return attribution decomposes portfolio gains into its constituent parts and identifies the contribution to returns by each of the assets.

Portfolio Risk Decomposition

Portfolio risk decomposition
NamePortfolio 1Portfolio 2
US Stock Market97.97%
10-year Treasury2.03%
Long Term Treasury100.00%
Risk attribution decomposes portfolio risk into its constituent parts and identifies the contribution to overall volatility by each of the assets.

Annual Asset Returns

Rolling returns summary
Roll PeriodPortfolio 1Portfolio 2
1 year11.66%60.51%-32.92%9.68%67.15%-32.19%
3 years11.07%28.16%-10.76%9.29%30.06%-9.82%
5 years10.82%25.44%-3.12%9.13%28.14%-2.74%
7 years10.45%20.20%-0.36%8.82%20.15%-1.14%
10 years10.28%16.98%-0.07%8.69%17.64%-0.05%
15 years9.85%17.06%5.14%8.53%14.59%3.34%