Use Multiple Calculators and Look for Ranges

In this episode we answer emails from Nicholas, Nathan and Lisa.  We discuss  how much gold is enough and how much is too much, why calculators disagree and the best ways to use them, and what “better” means when the future is uncertain. We also walk through a FIRE portfolio headed toward retirement and talk briefly about finding an advisor familiar with risk parity principles.

And before that, in our Queen Mary segment, we hear a Fairfax CASA story about how consistent advocacy supports kids in foster care.

Links:

Fairfax CASA Donation Page:  Donate - Fairfax CASA

Nicholas's Gold Analysis Link:  Plotting withdrawal rates, drawdowns, and returns for different risk parity portfolios - Google Sheets

Testfolio Golden Backtests:  testfol.io/?s=45IearFlQbV

Afford Anything Episode #618:  They Ran Out of Money. I Didn’t. Here’s Why

Afford Anything Risk Parity Portfolio Blueprint:  Afford Anything frank-vasquez-risk-parity-portfolio-BluePrint.pdf - Google Drive

Optimus Bill's Interview on Bigger Pockets Money:  The Decumulation Strategy After Hitting Financial Independence | Bill Yount

Optimus Bill on Catching Up to FI:  Founder of 'Catching Up to FI' Just Hit Financial Independence, Now What? | Bill Yount | 196

Optimus Bill's Financial Advisor:  Kardinal Financial — Flat Fee & Fee-Only Financial Advisor Bryan Minogue | Madison, WI

Breathless AI-Bot Summary:

A backtest can make almost any portfolio look brilliant, especially when one tweak “wins” by a fraction of a percent. We dig into one of the most common examples: gold allocation in a risk parity portfolio. If PortfolioCharts shows 20 to 25 percent gold beating 10 to 15 percent for safe withdrawal rate, should you follow the numbers or trust your nerves? We explain where the 10 to 15 percent “sweet spot” comes from, why tiny gold slices rarely matter, and how overfitting turns a clean chart into a fragile plan.

From there we zoom out to the real skill: comparing imperfect portfolios without pretending the future will match the past. I share why you should use multiple calculators and multiple datasets, how start dates can change results, and why swapping managed futures, commodities, and gold can flip the outcome. The point is not a magic formula, it is a durable range of allocations that survives uncertainty and keeps sequence of returns risk from wrecking your retirement.

We also tackle a detailed FIRE email from a 45-year-old aiming to retire in about five years. We talk expense tracking as the foundation of retirement planning, why liquid assets matter more than net worth, and how to upgrade diversification with Treasury bonds rather than corporate-heavy bond funds. Finally, we cover inflation protection realities, including why TIPS can still drop in a rate shock and why managed futures often behave differently when inflation spikes.

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