Backtests can mislead without point-in-time data accuracy

Backtesting strategies often produces unreliable results when based on revised or incorrect historical data. Using immutable, point-in-time metrics ensures that historical analysis reflects actual market conditions as they existed at specific moments, improving the reliability of strategy validation. This approach is critical for traders and analysts who depend on accurate historical data to assess past performance.