This list ranks NYSE and Nasdaq stocks by trailing twelve-month earnings per share and shows the top 100, excluding penny stocks and illiquid names. EPS is net income divided by shares outstanding, so companies with few, high-priced shares rank highest; it is most useful when compared with the share price through the P/E ratio, or with the same company's EPS a year ago to measure growth.