The Tooth Contact Pattern is a critical aspect in evaluating the performance and longevity of gear systems as it reveals how gear teeth physically interact under load. This pattern helps identify misalignments, wear, or potential failure points in the gears, ensuring efficient power transmission and reducing mechanical failures.