Lodash's cloneDeep method offers a reliable solution for deep cloning in JavaScript, handling arrays, objects, maps, and circular references. It preserves the prototype chain, ensuring methods remain intact. While powerful, deep cloning can be performance-intensive. Alternatives like structuredClone exist but lack cloneDeep's compatibility.