Proper JVM heap sizing is crucial for optimizing performance and controlling costs. An incorrectly sized heap can lead to resource overuse or system crashes. While AI tools struggle with accuracy, GCeasy's Deterministic AI enhances log analysis, providing precise metrics and effective heap size recommendations, streamlining the process significantly.