But a point penalty for a violent assault on a changeover chair will instead dominate TV highlights, rather than Kyrgios's four flush aces in one love service hold.
Australian Davis Cup captain Lleyton Hewitt predicted pre-tournament that Kyrgios's lethal serve could cause carnage on the red clay and aid the 22-year-old's prospects of venturing deep in the championship.
"He could easily get through to the fourth round and the the draw opens up and all of a sudden you're deep into the second week," Hewitt said.
"He's got so much firepower that, if he's serving well, he's still able to serve through a slow clay court and get a lot of cheap points.
"And then he can go out and actually be quite aggressive on his return game and put pressure on his opponents."
It's a strategy that was working a treat against Anderson, with Hewitt courtside as Kyrgios achieved one of the rarest feats in tennis: rocketing down four aces in one game.
The stunning effort occurred in the eighth game of the opening set.
It was only three games later that Kyrgios rocked the one-time world No.10 with the first decisive break of the match.
He swiftly closed out the set before nabbing another early break in the second to forge ahead 2-0 and then 4-2.
But suddenly, as he did in his second-round Australian Open defeat to Andreas Seppi, Kyrgios collapsed.
He was broken for the first two times in the tournament in successive games to give up the second set before his title hopes spiralled out of control.
After receiving a code violation for angrily cracking his racquet into the dirt, Kyrgios copped his point penalty from chair umpire Damien Dumusois after double-faulting on set point and then obliterating a second racquet with a frenzied attack on the chair.
He lost the third set in 31 minutes, double-faulting to go a double break down as Anderson moved in for the kill.
Kyrgios was unable to convert either of two break-point chances in the second game of the fourth set before dropping his own serve the very next game.
He offered one last stand, fashioning three more break points on the South African's big serve at love-40 in the second game.
But he was unable to capitalise as 31-year-old Anderson, the world No.56 in grand slam comeback from injury, closed out the match after two hours and 36 minutes to book a third-round meeting with Britain's Kyle Edmund.
- AAP