David Warner's bid to redeem himself after a damaging ball-tampering scandal has taken another step forward with the opening batsman winning Australia's highest cricketing honour.

The divisive 33-year-old has been awarded the Allan Border Medal for the third time, pipping by one vote Steve Smith, who was also involved in the attempt to alter the ball using sandpaper during a South Africa Test in 2018.

Pat Cummins, the ICC Test Player of the Year, came third in an award voted on by fellow players, the media and umpires.

"When it is that close, you really don't know so it's a big surprise to be honest," an emotional Warner said at the ceremony late Monday.

"I had no doubt that I had the capabilities of coming back and being here again.

Warner and Smith were both slapped with one-year bans for their roles in the ball-tampering scandal, while Cameron Bancroft was given nine months.

They were welcomed back into the Australian fold when their suspensions expired in March last year.

Smith was the undoubted star of their retention of the Ashes in England last year, a series where Warner failed to fire, scoring just 95 runs in 10 innings. But the opener was Australia's best batsman at the one-day World Cup, with 647 runs at an average of 71.88, and excelled in Twenty20 series against Pakistan and Sri Lanka.

He then took apart Pakistan's young bowling attack in the two-Test series that followed, including a career-high 335 not out in Adelaide.

Warner joins a select club of multiple winners of the Border Medal, including Ricky Ponting (2004, 2006, 2007) and Michael Clarke (2005, 2012, 2013), who also shared the gong in 2009. Shane Watson (2010, 2011) and Smith (2015, 2018) have won it twice. Allrounder Ellyse Perry joined Warner as a three-times winner by claiming her third Belinda Clark Award as the outstanding women's player.