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Walk-forward ETF backtest vs S&P 500

Compare the model’s out-of-sample historical simulation with the S&P 500 over the same period. Review CAGR, Sharpe and drawdown alongside the testing methodology.

Published: · Data date: 2026-03-12

Annualized return (CAGR)
12.47%
Sharpe
0.9
Maximum drawdown
-25.04%
S&P 500 · CAGR
9.26%
Historical period
2021-12-29 – 2026-03-12

Source: LearnAImarkets model publications

Methodology: Historical simulation uses walk-forward predictions made after each training window. Headline results are gross of costs; past performance does not guarantee future results. Methodology

Educational information, not investment advice. Investing involves risk of loss.

LearnAIMarkets is an educational platform. The information provided does not constitute financial, investment, legal or tax advice. The signals and portfolios generated by the AI model are indicative only. Investing carries risk of capital loss. Consult a financial advisor before making investment decisions.

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