And he has now left the Shanghai Masters in similar fashion leaving Zverev to progress to the third round after just 12 minutes of the second round match.
And his latest is sure to land him in trouble with tournament organisers after he suffered a meltdown on the way to a Shanghai Masters exit to Juan Martin del Potro.
But Del Potro levelled by taking the second set on a tie-brack, and when the 29-year-old secured a break of serve in the decider the red midst descended on Zverev.
The 46th-ranked Harrison led 4-2 in the third set and then 6-3 in the tiebreaker.
The victor of that match may well meet Roger Federer in the semi-finals - a man whom Del Potro downed at the US Open.
Brady says sprained shoulder will be fine — PATRIOTS NOTEBOOK
The Jets are supposedly devoid of offensive talent, but they have a decent running game with Bilal Powell and Elijah McGuire . Still, the Jets realize penalties have contributed to them not being able to score more than 23 points in a game this season.
A fan at least came away with a demolished racquet after Zverev handed it to a spectator.
The 16th-seeded South American beat the 20-year-old Zverev in just under two hours in the pair's first meeting, for his fourth season win in 13 matches against top-10 opponents. "I feel like I could have done great in this tournament if I get through this match".
Earlier on Thursday, Grigor Dimitrov booked his place in the quarter-finals, downing Sam Querrey 6-3 7-6 (7-3).
In other third-round action, Spain's Albert Ramos Vinolas stopped German Jan-Lennard Struff 7-6 (7-4) 6-4.