Retirement Asset Allocation Optimizer
Scan hundreds of combinations of domestic stocks, international stocks, bonds and cash — plus optional gold and US factor sleeves — to find a strong asset allocation for your retirement portfolio. View results as charts, sortable tables, and the full near-optimal candidate zone.
Data selection (as requested): USA · from 1900 · fire_dataset_intl
Showing: Highest funded ratio in this scan
- Domestic Stock 40% → 60% (+20pp)
- Domestic Bond 20% → 0% (-20pp)
Baseline's results in this scan (same simulated paths)
Candidate's absolute results in this scan
Change vs baseline (same simulated paths)
Allocations whose funded ratio trails the top candidate by at most 1 percentage point (a heuristic cutoff, not a statistical test). Pick within this zone based on personal preference.
Scenarios
What this optimizer does
The optimizer sweeps every combination of the four core assets — domestic stocks, international stocks, bonds and cash — at your chosen step size (gold, US small-cap and US value can ride along as fixed satellite holdings) and runs a Monte Carlo simulation for each. Results appear as charts, a sortable table, and a Pareto frontier of safety versus upside, so you can see not just the single top-scoring mix but the whole near-optimal candidate zone.
Why the near-optimal zone matters more than the peak
Allocation surfaces are flat near the top: dozens of mixes usually sit within one percentage point of the best funded ratio. Any of them is a defensible choice, so secondary preferences — home bias, simplicity, behavioral comfort — can safely decide. Chasing the exact peak of a historical backtest is curve-fitting.
Diversification across 16 countries
With global pooled data, single-country disasters (hyperinflation Germany, wartime Japan or France) enter the simulation at realistic frequency. Portfolios that look optimal on US-only history — often 90%+ equities — typically shift toward more international diversification and moderate bond allocations when judged against the broader historical record.
Frequently asked questions
- What allocation is usually optimal for retirement?
- On global pooled data with a guardrail or fixed strategy, broad equity-heavy mixes around 50-70% total stocks with meaningful international exposure tend to sit in the near-optimal zone for long retirements. The exact peak depends on horizon and strategy — run your own parameters.
- Should I include international stocks?
- For most retirement horizons, yes: international diversification cuts the left tail materially. US-only history makes home bias look free, but that is one country's unusually good draw.
- What is the Pareto frontier view for?
- It shows allocations where you cannot improve safety (funded ratio) without giving up upside (median final wealth), or vice versa — the efficient menu to choose from.