Determine which stocks you wish to compare. Locate the key metrics, such as earnings per share (EPS) or price to earnings ratio, from a financial news source for each stock.
Enter the information into a statistical analysis program such as IBM's SPSS. Label each column, such as stock price or 52-week high and low, for future reference.
Select "ANOVA test" from the "Statistical Analysis" menu on your analytics program. Select the performance indicators that you wish to compare.
Read the report for whether it indicates a statistically significant difference between the stocks' averages. Record the name of the stock and variable tested if the report indicates that its average was significantly higher than the other stocks.