Filters help distinguish between genuine breakouts and false moves around key levels. The appropriate filter size varies by instrument volatility—larger for high-volatility markets, smaller for calmer conditions. Applying proper filters reduces false signals while maintaining reasonable risk parameters, especially in choppy market conditions.