EPS has several limitations, including its focus on short-term performance, vulnerability to accounting practices, inability to reflect the quality of earnings and exclusion of non-operating income and expenses. It's crucial to view EPS as part of a broader analytical toolkit rather than a standalone indicator of financial performance.