Disclaimer

This site is for educational purposes only and does not constitute investment advice.

Nothing on Asset Allocation Lab — including strategy descriptions, backtests, ETF comparisons, the simulator, quiz results, blog posts, or any other content — is a recommendation to buy, sell, or hold any security, or to adopt any particular asset allocation. We are not registered investment advisors, brokers, or dealers, and we do not provide personalized financial, tax, or legal advice.

Hypothetical performance

All performance figures shown — including on strategy cards, comparison tools, and the simulator — are based on historical or simulated data. They are hypothetical in nature, do not represent actual trading, and should not be interpreted as a forecast of future returns.

Backtests and simulations rely on simplifying assumptions — including a constant assumed risk-free rate, a constant assumed inflation rate, and idealized rebalancing with no transaction costs, bid-ask spreads, taxes, or account fees — that will not match real-world investing outcomes. Withdrawal and retirement scenarios in the simulator are illustrative only and are not retirement or tax planning advice.

Where an ETF did not exist for the full backtest period, earlier years are filled with a representative index proxy, clearly marked with a dashed line on charts. Proxy periods may differ materially from the actual fund's later behavior. Past performance, whether real or modeled, does not guarantee or predict future results.

Market data

Price and return data is sourced from third parties (including Yahoo Finance) and refreshed on a daily schedule. We do not guarantee the accuracy, completeness, or timeliness of any data shown. Figures on this site are not real-time quotes and may contain errors or omissions.

Editorial content

Blog posts and educational articles on this site are written and reviewed by the site operator. We may use AI-assisted tools to help with research, drafting, or editing, but all published content reflects our editorial judgment and is not produced solely by automated systems. Facts, figures, and market references should be verified independently before making any financial decision. Commentary on current events or macro conditions is general educational context, not a prediction or trading signal.

Quiz and tools

The "Which Strategy Fits Me?" quiz matches your answers to a strategy profile using simple rules. It does not account for your full financial situation, tax status, income, debts, or investment experience, and its output is not personalized investment advice.

Affiliations

Asset Allocation Lab is an independent project and is not affiliated with, endorsed by, or sponsored by any brokerage, ETF issuer, or financial advisory firm. Mention of specific funds, tickers, or strategies does not imply a recommendation. See our advertising disclosure for information about ads and potential affiliate relationships.

Before you invest

Investing involves risk, including the possible loss of principal. Before making any investment decision, consult a licensed financial advisor who can evaluate your individual circumstances, and do your own independent research.