PennyCalc research · Historical scenarios

What if you invested just before a crash?

A long holding period can give an investment time to recover. The harder question is whether that recovery arrives before you need to start spending the money.

Monthly data: July 1926 through August 2026 · Research prepared October 18, 2026

A historical example · Data verified 2026-10-18

Twenty years. Just 4.2% more purchasing power.

A hypothetical $100,000 invested before Sep 1929 grew to $143,305 by Aug 1949. After inflation, it could buy what $104,167 bought at the start.

Broad U.S. equity research portfolio; dividends reinvested; no contributions or withdrawals; fees and taxes excluded. Calculated from Fama/French returns and BLS CPI-U. This is one historical outcome, not a forecast. Link to this finding

Test your own starting date ↓

Historical investment calculator

Give your money a starting date.

Monthly history
Jul 1926 to Aug 2026

Invest once, add contributions, then decide when the portfolio needs to start paying you. The calculation follows actual monthly U.S. equity returns, including dividends.

Investment assumptions
Try a difficult starting period:
When will you need the money?

When inflation adjustment is on, spending is expressed in your investment-start dollars and grows with CPI, including before the first withdrawal. Withdrawals occur at month end, after returns and contributions.

Compare investing immediately, waiting and keeping a cash reserve

Uninvested money earns the historical monthly cash return. The reserve comparison sets aside part of the same starting amount, spends cash first and does not refill it. It does not add money to the portfolio. New monthly contributions are invested at month end in every strategy.

Portfolio at the end

$322,002

Nominal dollars at the end of the selected period

Mar 2000 to Feb 2020 · 240 observed months

Selected strategyWithout withdrawals, when enabledStarting amount
Historical investment balance, nominal dollarsMonthly account balances from Mar 2000 through Feb 2020. Ending balance $322,002. A monthly table follows the chart.$0$98k$196k$294k$392k2000-032005-032010-032015-022020-02
Feb 2020: $322,002

Portfolio investment drawdown

-50.3%

Stocks and cash in the selected strategy, adjusted to remove external cash flows.

Recovery after deepest loss

Jan 2006 · 5.9 years after entry

Stock investment regaining its starting value after its lowest point.

Total contributed

$100,000

Includes the initial investment and additional contributions.

Spending funded

$0

Nominal dollars withdrawn. Unfunded: $0.

Withdrawals are off. Enable them above to test when the money is needed.

No withdrawal occurs within this selected period.

The entire requested investment period is covered by the historical observations.

Compare strategies using the same starting capital
Ending balances use the selected dollar view. Spending columns are nominal dollars.
StrategyEnding balanceSpending fundedSpending unfunded
Invest immediately$322,002$0$0
Phase in over 12 months$339,094$0$0
Wait 12 months$405,138$0$0
Keep 24 months of spending in cash$322,002$0$0

These are rules that could have been followed at the time. Comparing them after the fact does not identify a strategy that can predict the next crash.

The full historical sample

How much difference did the holding period make?

A single starting date can be unusually good or bad. This table tests every eligible starting month, with dividends reinvested and no contributions or withdrawals.

Worst, median and best figures are annualized returns. Dollar view follows the purchasing-power toggle above.
Held forMonthly startsFinished aheadWorst / yearMedian / yearBest / year
1 year1,19175.6%-65.7%13.9%156.4%
5 years1,14388.5%-19.4%11.6%35.0%
10 years1,08395.4%-5.4%11.2%20.5%
20 years963100.0%1.8%10.8%18.1%
30 years843100.0%7.5%10.8%14.5%

Starting windows overlap and are not independent observations. “Finished ahead” is the share of observed historical periods with a positive return, not a probability of future success. Recent starting dates are included only when the full horizon is available.

Explore every starting month in the data

Each cell is one starting month. Select it to replay that investment above.

Below −30%−30% to 0%0% to 50%50% to 150%150%+
YearJFMAMJJASOND
1926
1927
1928
1929
1930
1931
1932
1933
1934
1935
1936
1937
1938
1939
1940
1941
1942
1943
1944
1945
1946
1947
1948
1949
1950
1951
1952
1953
1954
1955
1956
1957
1958
1959
1960
1961
1962
1963
1964
1965
1966
1967
1968
1969
1970
1971
1972
1973
1974
1975
1976
1977
1978
1979
1980
1981
1982
1983
1984
1985
1986
1987
1988
1989
1990
1991
1992
1993
1994
1995
1996
1997
1998
1999
2000
2001
2002
2003
2004
2005
2006
2007
2008
2009
2010
2011
2012
2013
2014
2015
2016
2017
2018
2019
2020
2021

Scroll the month grid sideways on smaller screens. Every cell can also be selected with a keyboard.

Monthly results and downloadable scenario
Balances follow the selected dollar view; cash flows are nominal amounts.
MonthBalanceAddedWithdrawnUnfunded
2000-03$105,680$0$0$0
2000-04$99,413$0$0$0
2000-05$95,546$0$0$0
2000-06$100,400$0$0$0
2000-07$98,392$0$0$0
2000-08$105,801$0$0$0
2000-09$100,585$0$0$0
2000-10$98,352$0$0$0
2000-11$88,330$0$0$0
2000-12$89,814$0$0$0
2001-01$93,218$0$0$0
2001-02$84,222$0$0$0
2001-03$78,470$0$0$0
2001-04$84,998$0$0$0
2001-05$85,848$0$0$0
2001-06$84,423$0$0$0
2001-07$82,878$0$0$0
2001-08$77,831$0$0$0
2001-09$70,857$0$0$0
2001-10$72,771$0$0$0
2001-11$78,374$0$0$0
2001-12$79,753$0$0$0
2002-01$78,716$0$0$0
2002-02$77,008$0$0$0
2002-03$80,374$0$0$0
2002-04$76,307$0$0$0
2002-05$75,376$0$0$0
2002-06$70,024$0$0$0
2002-07$64,394$0$0$0
2002-08$64,806$0$0$0
2002-09$58,196$0$0$0
2002-10$62,840$0$0$0
2002-11$66,661$0$0$0
2002-12$62,894$0$0$0
2003-01$61,341$0$0$0
2003-02$60,243$0$0$0
2003-03$60,960$0$0$0
2003-04$66,007$0$0$0
2003-05$70,060$0$0$0
2003-06$71,125$0$0$0
2003-07$72,832$0$0$0
2003-08$74,580$0$0$0
2003-09$73,715$0$0$0
2003-10$78,248$0$0$0
2003-11$79,359$0$0$0
2003-12$82,827$0$0$0
2004-01$84,666$0$0$0
2004-02$85,902$0$0$0
2004-03$84,846$0$0$0
2004-04$83,378$0$0$0
2004-05$84,412$0$0$0
2004-06$86,041$0$0$0
2004-07$82,651$0$0$0
2004-08$82,800$0$0$0
2004-09$84,216$0$0$0
2004-10$85,504$0$0$0
2004-11$89,506$0$0$0
2004-12$92,710$0$0$0
2005-01$90,309$0$0$0
2005-02$92,151$0$0$0
2005-03$90,557$0$0$0
2005-04$88,383$0$0$0
2005-05$91,822$0$0$0
2005-06$92,565$0$0$0
2005-07$96,416$0$0$0
2005-08$95,548$0$0$0
2005-09$96,284$0$0$0
2005-10$94,580$0$0$0
2005-11$98,287$0$0$0
2005-12$98,366$0$0$0
2006-01$101,691$0$0$0
2006-02$101,731$0$0$0
2006-03$103,603$0$0$0
2006-04$104,733$0$0$0
2006-05$101,454$0$0$0
2006-06$101,505$0$0$0
2006-07$101,130$0$0$0
2006-08$103,607$0$0$0
2006-09$105,938$0$0$0
2006-10$109,784$0$0$0
2006-11$112,111$0$0$0
2006-12$113,513$0$0$0
2007-01$115,579$0$0$0
2007-02$113,753$0$0$0
2007-03$115,049$0$0$0
2007-04$119,571$0$0$0
2007-05$123,923$0$0$0
2007-06$121,990$0$0$0
2007-07$117,940$0$0$0
2007-08$119,544$0$0$0
2007-09$123,776$0$0$0
2007-10$126,387$0$0$0
2007-11$120,751$0$0$0
2007-12$120,026$0$0$0
2008-01$112,680$0$0$0
2008-02$109,345$0$0$0
2008-03$108,503$0$0$0
2008-04$113,700$0$0$0
2008-05$116,031$0$0$0
2008-06$106,447$0$0$0
2008-07$105,808$0$0$0
2008-08$107,565$0$0$0
2008-09$97,669$0$0$0
2008-10$80,948$0$0$0
2008-11$74,707$0$0$0
2008-12$76,029$0$0$0
2009-01$69,878$0$0$0
2009-02$62,800$0$0$0
2009-03$68,471$0$0$0
2009-04$75,441$0$0$0
2009-05$79,371$0$0$0
2009-06$79,713$0$0$0
2009-07$85,890$0$0$0
2009-08$88,759$0$0$0
2009-09$92,389$0$0$0
2009-10$90,052$0$0$0
2009-11$95,122$0$0$0
2009-12$97,795$0$0$0
2010-01$94,519$0$0$0
2010-02$97,723$0$0$0
2010-03$103,889$0$0$0
2010-04$105,967$0$0$0
2010-05$97,606$0$0$0
2010-06$92,189$0$0$0
2010-07$98,578$0$0$0
2010-08$93,876$0$0$0
2010-09$102,850$0$0$0
2010-10$106,841$0$0$0
2010-11$107,482$0$0$0
2010-12$114,823$0$0$0
2011-01$117,108$0$0$0
2011-02$121,195$0$0$0
2011-03$121,752$0$0$0
2011-04$125,283$0$0$0
2011-05$123,692$0$0$0
2011-06$121,540$0$0$0
2011-07$118,683$0$0$0
2011-08$111,622$0$0$0
2011-09$103,161$0$0$0
2011-10$114,849$0$0$0
2011-11$114,539$0$0$0
2011-12$115,398$0$0$0
2012-01$121,226$0$0$0
2012-02$126,584$0$0$0
2012-03$130,533$0$0$0
2012-04$129,424$0$0$0
2012-05$121,451$0$0$0
2012-06$126,176$0$0$0
2012-07$127,172$0$0$0
2012-08$130,415$0$0$0
2012-09$133,989$0$0$0
2012-10$131,644$0$0$0
2012-11$132,684$0$0$0
2012-12$134,263$0$0$0
2013-01$141,741$0$0$0
2013-02$143,555$0$0$0
2013-03$149,355$0$0$0
2013-04$151,685$0$0$0
2013-05$155,932$0$0$0
2013-06$154,061$0$0$0
2013-07$162,765$0$0$0
2013-08$158,354$0$0$0
2013-09$164,324$0$0$0
2013-10$171,177$0$0$0
2013-11$176,500$0$0$0
2013-12$181,460$0$0$0
2014-01$175,436$0$0$0
2014-02$183,611$0$0$0
2014-03$184,400$0$0$0
2014-04$184,068$0$0$0
2014-05$187,842$0$0$0
2014-06$192,726$0$0$0
2014-07$188,813$0$0$0
2014-08$196,819$0$0$0
2014-09$192,961$0$0$0
2014-10$197,805$0$0$0
2014-11$202,869$0$0$0
2014-12$202,767$0$0$0
2015-01$196,481$0$0$0
2015-02$208,526$0$0$0
2015-03$206,211$0$0$0
2015-04$207,428$0$0$0
2015-05$210,269$0$0$0
2015-06$207,073$0$0$0
2015-07$210,324$0$0$0
2015-08$197,663$0$0$0
2015-09$191,614$0$0$0
2015-10$206,465$0$0$0
2015-11$207,641$0$0$0
2015-12$203,198$0$0$0
2016-01$191,555$0$0$0
2016-02$191,478$0$0$0
2016-03$204,824$0$0$0
2016-04$206,729$0$0$0
2016-05$210,429$0$0$0
2016-06$210,408$0$0$0
2016-07$218,740$0$0$0
2016-08$219,856$0$0$0
2016-09$220,494$0$0$0
2016-10$216,106$0$0$0
2016-11$226,630$0$0$0
2016-12$230,800$0$0$0
2017-01$235,370$0$0$0
2017-02$243,820$0$0$0
2017-03$244,307$0$0$0
2017-04$247,068$0$0$0
2017-05$249,860$0$0$0
2017-06$251,984$0$0$0
2017-07$256,897$0$0$0
2017-08$257,591$0$0$0
2017-09$264,237$0$0$0
2017-10$270,446$0$0$0
2017-11$279,101$0$0$0
2017-12$282,310$0$0$0
2018-01$298,374$0$0$0
2018-02$287,841$0$0$0
2018-03$281,422$0$0$0
2018-04$282,576$0$0$0
2018-05$290,488$0$0$0
2018-06$292,318$0$0$0
2018-07$302,140$0$0$0
2018-08$313,048$0$0$0
2018-09$313,705$0$0$0
2018-10$290,303$0$0$0
2018-11$295,789$0$0$0
2018-12$268,103$0$0$0
2019-01$291,107$0$0$0
2019-02$301,587$0$0$0
2019-03$305,477$0$0$0
2019-04$318,246$0$0$0
2019-05$296,892$0$0$0
2019-06$318,179$0$0$0
2019-07$322,697$0$0$0
2019-08$314,985$0$0$0
2019-09$319,993$0$0$0
2019-10$327,097$0$0$0
2019-11$340,148$0$0$0
2019-12$350,046$0$0$0
2020-01$350,116$0$0$0
2020-02$322,002$0$0$0

The data behind the calculation

U.S. equities: Fama/French value-weight market portfolio, including dividends. Cash: the associated one-month Treasury bill return. Inflation: BLS CPI-U, not seasonally adjusted. This is a broad U.S. stock-market research series, not the S&P 500 or a specific fund.

Copyright 2026 Eugene F. Fama and Kenneth R. French. Research data retain their source terms. The PennyCalc data license does not grant additional rights to that source material. October 2025 CPI is a flagged geometric interpolation between September and November; results crossing that observation inherit the estimate.

The question that led us here

How long is long enough when the money has a deadline?

“Stay invested” is easy advice to understand when the money will remain untouched for decades. It becomes more complicated when a portfolio needs to start paying for retirement, a house or another large expense in five years. We built this calculation to examine both parts of that decision: what happened after a difficult starting date, and what changed when the investor could no longer wait without withdrawing.

Start with an amount and a month. The calculator follows the historical returns from that point, then lets you add the cash flows that a simple market chart leaves out. A recovery can look reassuring on a chart while arriving too late to fund the spending you had planned.

The market can recover before your account does

Consider two otherwise identical investors. Both enter the market in the same month with the same amount. One leaves the investment alone; the other starts withdrawing during a decline. When markets subsequently rise, the second investor has fewer dollars participating in that recovery because some of the portfolio has already been sold to pay expenses.

The withdrawal overlay makes that difference visible. It follows the same strategy and contributions, then removes the spending. The gap between the lines is the combined effect of the withdrawals and the returns those withdrawn dollars no longer earn. It is not an estimate of taxes, a fee or a penalty for retiring.

Moving the first withdrawal date is often more informative than selecting a different crash. It shows whether the investment had time to rebuild before spending began, and whether the amount withdrawn could be supported through the period that followed.

Does that make waiting to invest a better idea?

Sometimes waiting would have improved a particular historical outcome. Sometimes it would have meant sitting in cash while the market rose. The comparison above uses rules that could actually have been followed: invest immediately, phase in over a defined number of months, or wait for a fixed period. Uninvested money earns the observed cash return, and every approach starts with the same capital.

That gives the comparison a fair starting point. It does not give the investor advance knowledge of a crash. A rule that looks attractive after choosing a difficult date still needs to be examined across other starting periods.

A cash reserve addresses a different problem: making upcoming spending less dependent on selling stocks in the next few months. In this model the reserve comes out of the original investment, earns the cash return and is spent first. Keeping it has an opportunity cost when stocks outperform cash. The calculator shows that trade-off rather than assuming the reserve is free.

What “recovered” means here

The recovery metric tracks a hypothetical stock investment without contributions or withdrawals. It finds the lowest point relative to the starting investment, then reports when that investment regained its starting value after that low. This avoids treating an early, temporary return above the starting value as recovery from a later and more substantial loss.

The nominal view asks when the original dollar amount returned. The purchasing-power view asks when the investment could buy as much as it could at the start. Inflation can move those dates substantially. Neither recovery measure is the same as recovering every subsequent peak: the drawdown measure separately describes the largest peak-to-trough decline during the selected period.

Adding new money cannot make the original investment recover sooner in this metric. Likewise, spending from the account does not turn a withdrawal into an investment loss. The account balance chart and market recovery measure answer related but distinct questions.

How the monthly model works

  1. Begin before the selected month’s return. “March 2000” means the portfolio receives the full March return. It does not mean buying at the exact market peak within that month.
  2. Apply stock and cash returns. Stocks include reinvested dividends. Uninvested capital and any initial reserve receive the associated monthly cash return.
  3. Add contributions at month end. Contributions are invested immediately in every strategy.
  4. Fund the month’s withdrawal. Available reserve cash is spent first, then stocks. The model records any shortfall and never assumes borrowing to cover it.
  5. Adjust purchasing power. Each month’s balance is divided by the change in CPI from the month before the investment began. Inflation-linked spending uses that same starting purchasing power.

Taxes, trading costs, investment-management fees, bid-ask spreads and individual fund tracking differences are excluded. The cash series is a research Treasury bill return, not the yield of a checking account. Monthly observations cannot reveal the worst day within a month, so a daily drawdown may have been deeper than the chart shows.

What the longer holding periods can tell you

The holding-period table uses every eligible monthly starting date in the dataset. It includes the full selected horizon or leaves that starting date out. Recent starts therefore appear in shorter comparisons before they can appear in longer ones. No missing future returns are filled with an assumed growth rate.

These are overlapping historical experiences, not independent experiments. The percentage that finished ahead describes this observed U.S. market history; it is not a forecast or a guarantee. It also describes an investment with no withdrawals, which is why the spending calculation sits alongside it.

The most important distinction is between the time until your first withdrawal and the time until your last one. A portfolio that starts funding retirement in five years may still support spending decades later. The amount and timing of that spending determine how much room it has to withstand a decline.

Then ask what is inside the investment

A broad market return summarizes many companies. Owning several funds does not necessarily spread the money evenly across them. Use the fund overlap calculator to trace allocations into the same underlying companies, or inspect the S&P 500 concentration analysis to see how much the largest positions account for.

Educational historical modeling. These results do not predict future returns or establish a suitable investment allocation for an individual.

Related tools and reading