In the deciding breaker, Tipsarevic put his effort wide with Berdych well beaten.
His Czech Republic opponent responded by claiming the next three points and wrapping up the victory.
However, 27-year-old Tipsarevic claimed that he would play the same shot if the chance ever arose again.
"If I have [that] chance one more time, I would still take that ball early and go to the net and play the volley," Tipsarevic said after the match. "So I am not honestly at all disappointed because of the way I played on the match point."