The Path to Sound Retirement

The Path to Sound Retirement

by Jasper Saunders • From current reality to worry-free security

By Jasper Saunders · Educational only

From pressure to peace.

I built this site to teach the path, not to take it over. The Learning library is original writing on habits, late starts, sequence risk, and how to read a plan without treating a model as a promise.

Education only - not personalized financial, tax, or legal advice. The optional calculator runs in your browser. No account. No upload of your balances.

Try the calculator · All Learning · About Jasper

From Learning

Original articles - read first, then test a number if you want

Education

Starting Later Than You Wanted

You did not start at 25 with a clean spreadsheet and a 40-year runway. Maybe it was debt, kids, a late career start, a divorce, a decade of hoping it would sort itself out, or a finance degree that did not produce the habit. You are here now. That is the only starting line that matters.

Read the article →
Core Concept

How to Interpret Your Monte Carlo Success Rate

When you run a Monte Carlo simulation on a retirement plan, one number often grabs all the attention: the success rate. You see 72%, or 88%, or 96%, and you immediately want a verdict - safe or not safe. That is understandable. It is also incomplete.

Read the article →
Core Concept

Cash Buffers in Early Retirement

Paychecks have stopped. The market drops 20%. Groceries, insurance, and housing still need to be paid. If those dollars come from selling shares you just watched fall, that sale is how sequence risk becomes a permanently smaller portfolio. Later recoveries have less capital to work with.

Read the article →

What this tool does - and what the numbers mean

Growth Projection estimates how a starting balance, monthly contributions, and time can compound under an assumed average return. Test Your Retirement Plan stress-tests spending against market uncertainty - including Social Security timing - using either a smooth path or a Monte Carlo simulation of 1,000 random market sequences.

A success rate is how often the plan lasted across those simulated paths under the rules you entered. It is not a guarantee, a score of your character, or a prediction of next year’s market. Around 70% usually means the plan is under pressure; around 85% is a practical comfort zone for many base cases; 95%+ looks resilient on paper - still check the 10th percentile and whether spending funds the life you want.

This site is educational only - not personalized financial, tax, or legal advice. Numbers stay in your browser. Change one input at a time so you can see what actually moves the plan.

How to use the calculator · What success rate means · How Monte Carlo works · All Learning

1

Growth Projection

Starting balance, contributions, and compounding over time

Your starting point
$0
$0
Growth assumptions
1 year
8.0%
Total
Contributed
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Total
Growth
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Ending
Portfolio
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Hover for exact values · Drag to zoom · Scroll/pinch to zoom · Double-click to reset
2

Test Your Retirement Plan

Risk assessment & sustainability analysis

Married mode supports different retirement ages and Social Security claim ages for each spouse. This is for planning only - not tax filing status.

$0
$0
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Your ages
Other Retirement Income (Reduces Portfolio Draw)
$0
$0
Benefits only count after your claim/start ages. Years in retirement count from your retirement age.
15%
Used to increase the portfolio withdrawal so after-tax spending matches your target. A mid single-digit to low double-digit % is a planning estimate - not your exact tax return. How to choose an estimate
Assumptions (affect every simulation) Mean return & volatility

Long-term average you think is realistic - not last year’s return. Try 6-7% for a stricter test.

Year-to-year bounce around the average. Higher vol usually lowers the success rate. 15% is a common stock-heavy starting point.

Retirement Sustainability Analysis
Monte Carlo • 1000 runs
Success Rate
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percent
What this means
10th
Percentile
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Median
Ending
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90th
Percentile
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How to read your results

A success rate is not a verdict. It is how often the plan lasted across 1,000 simulated market paths under the rules you entered.

  • Around 70% - under pressure; change a lever you control before treating the plan as settled.
  • Around 85% - a practical comfort zone for many base cases; still check the 10th percentile.
  • Around 95%+ - resilient on paper; make sure spending still funds the life you want.

How to interpret your success rate · Flexible spending & guardrails · If markets fall early in retirement

Hover for exact values · Drag to zoom · Scroll/pinch to zoom · Double-click to reset
Monte Carlo runs 1,000 random market sequences using your mean return and volatility to model sequence-of-returns risk. How Monte Carlo works
Deterministic uses a fixed return each year for a single smooth path (no randomness). Compare it to Monte Carlo to see what the smooth line was hiding.
Volatility % is year-to-year fluctuation around the average. Higher volatility widens outcomes and often lowers the success rate. Default 15% approximates a diversified stock-heavy portfolio.
Chart path meanings:
  • 10th Percentile - Tough market sequence (only 10% of outcomes were worse). Use as a stress case. Sequence risk
  • 25th Percentile - Below-average sequence
  • Median (50th) - Typical middle outcome
  • 75th Percentile - Above-average sequence
  • 90th Percentile - Strong market sequence (only 10% of outcomes were better)

Who this is for

If you’re new to investing, starting later than you wanted, unsure how to budget for contributions, or trying to decide when retirement is realistic, this tool is built for you. It won’t replace discipline or a conversation with someone you trust-but it will replace vague worry with a clearer picture.

What you’ll do here

Growth Projection shows how a starting balance, monthly contributions, and time can compound. Use it for retirement or a longer legacy horizon.

Test Your Retirement Plan stress-tests spending against market uncertainty-including different retirement ages and Social Security claim ages for one person or a couple.

How to use it well

Enter numbers you can defend, not numbers that only look good on a chart. Run the growth section first, then import the result into the retirement test. Change one input at a time so you can see what actually moves the plan.

A personal note

I built this after learning-sometimes the hard way-that a finance background doesn’t automatically create good money habits. Knowledge helps. Behavior and a shared plan matter more. This site is free, runs in your browser, and is for education only-not personalized financial advice.

How to use the calculator · My money story · All Learning

Private by design

Numbers stay in your browser. No account required to run the calculator.

Education first

29 Learning articles explain success rates, sequence risk, spending rules, and more - free.

Teacher, not takeover

Optional coaching for accountable learners. Free tools stay free either way.

A note from Jasper

I built this for people who want clarity without handing every decision to someone else. The calculator replaces vague worry with a testable plan. The articles teach the ideas behind the numbers. Read my money story.

Educational tools only - not personalized financial advice.

Common questions

Is this free?

Yes. The calculator and Learning library are free. Coaching is optional and clearly priced.

Do you manage my money?

No. This site teaches and stress-tests plans. You keep control of accounts and decisions.

What does a success rate mean?

It is how often the plan lasted across simulated market paths - not a guarantee. Plain-language guide.