The T-Statistic of a manager series vs. a benchmark series is the information ratio multiplied by the square root of the number of years.
T-Statistic = (Information Ratio) * 
The T-Statistic is used to calculate the significance level.
Related Statistics:
Information Ratio
Significance Level