The pair narrowly lost to Belarus' Max Mirnyi and Victoria Azarenka, 2-6, 6-3 , 10-8.
Fellow Briton Richard Bloomfield went down 6-4 6-2 to Robby Ginepri, and Max Mirnyi beat Fernando Verdasco 6-3 6-3.
Wimbledon champion Roger Federer played faultless tennis to defeat doubles partner Max Mirnyi 6-2 7-6 and reach the last four.
Mirnyi, the second seed from Belarus, went out in the second round, going down 7-6 6-3 to Frenchman Anthony Dupuis .
In Saturday's semi-finals, Agassi will meet eighth seed Max Mirnyi of Belarus, who beat Michael Llodra of France 6-4, 7-6 (4).
He and American Eric Butorac had a tough draw against top seeds Jonas Bjorkman and Max Mirnyi and lost 7-5 6-0.
In the final, the Bryans whipped the world's No. 2 team and arguably its best on fast courts, Max Mirnyi and Daniel Nestor.
Wayne Ferreira and Max Mirnyi , the top two seeds, were both defeated in the Australian Men's Hardcourt Championships in Adelaide on Wednesday.
The mixed doubles pair from Belarus, Victoria Azarenka and Max Mirnyi, won the match (2-6, 6-3, 10-8), and the British took silver in mixed doubles.
Max Mirnyi, the 15th seed, joined Srichaphan on the sidelines when he lost to Spain's Galo Blanco , 4-6 6-7 in a tight first-round match.
Defending champion Davide Sanguinetti brushed aside fellow Italian Giorgio Galimberti 6-2 6-4 in his first-round match to set up a meeting with Max Mirnyi of Belarus.
The serve of partner Mirnyi wobbled though and having enjoyed a set point, the pair had to watch their opponents serve out to swiftly take the first set.
It was a magnificent way of ending the season for Nestor and Zimonjic, although the Canadian can now look forward to going for future trophies alongside the player he beat on Sunday - Mirnyi.
Bhupathi and Mirnyi, without a title this year before winning the Paribas Masters two weeks ago, looked in great form in the first set as the match went with serve over the opening 12 games.
Crowd favourite Younes El Aynaoui , the tenth seed, delivered another blow to Argentina with a 7-6 (7-4) 6-4 win over Gaston Etlis while 13th seed Max Mirnyi eased past Spanish qualifier Marc Lopez 6-4, 6-3.
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