A single average return can hide years of bad luck. Simulate thousands of market paths to see the odds your money actually lasts.
Runs 1,000 simulated trials with random annual returns (inflation is held fixed each
trial). More trials would sharpen the estimate slightly but this is enough to see the
shape of the outcome.
Probability your money lasts
—
Median ending balance—
Worst 10% ending balance—
Best 10% ending balance—
Trials that ran out early—
Estimates only. CalcPenny is not a lender, broker or financial adviser and this
is not financial advice. Verify figures before making decisions.
Why the same average return can hide two very different retirements
Two portfolios can average the same 7% a year and end up nowhere near each other — one
that drops 20% in year one and recovers is far worse for a retiree withdrawing money than
one that starts flat and rallies later, even with an identical long-run average. This is
sequence-of-returns risk, and it's invisible to a single fixed-rate projection. Compare
against a fixed-rate view with the
Retirement Withdrawal Calculator.
Frequently asked questions
Why simulate instead of using one fixed return?
A single average return hides sequence-of-returns risk — a few bad years early in retirement can deplete savings even if the long-run average looks fine. Running thousands of randomized paths shows how often that actually happens, not just the average outcome.
What does "success" mean here?
A trial "succeeds" if the balance never hits zero before your retirement horizon ends. A 90% success rate means 9 out of 10 simulated market paths kept paying you for the full period — not a guarantee, but a much fuller picture than one straight-line projection.
What volatility number should I use?
Historically, a diversified US stock portfolio has annual volatility (standard deviation) around 15-18%; a 60/40 stock/bond mix is closer to 10-12%. Higher volatility widens the range of outcomes in both directions.