NCAA College Basketball Live Machine Learning Bracketology

First time here? Click here to understand the methodology used by the AMSTS Machine Learning Bracketology.

During the season (from December onwards), view the live rankings, which update every 15 minutes while a game is going on, by clicking here, which are used as inputs to the bracketology selection process.

Historic rankings are available here.

Please note: this bracket projection is completely created by a computer, and sometimes it does computer things! Recreating the nuance that a selection committee has is not an easy task, and you may find it walking away from where the human bracketologists are coalescing. Like most algorithms, it should get better as the season progresses, so if you don’t like how it looks in December, be patient!

NCAA Machine Learning Bracketology as of (2025-12-13 20:04:46):
SeedTeamPodPodTeamSeed
Washington DC
1Duke
Greenville
Buffalo
Michigan1
Chicago
16Long Island/VermontAmerican16
8VirginiaSeton Hall8
9VillanovaKent State9
5SMU
Tampa
Oklahoma City
Louisville5
12McNeeseTulsa12
4HoustonArkansas4
13QuinnipiacHigh Point13
6Kansas
Oklahoma City
Philadelphia
Iowa6
11Santa ClaraBuffalo/TCU11
3NebraskaNorth Carolina3
14Sam Houston StateNorth Dakota State14
7Florida
Philadelphia
Portland
Auburn7
10George MasonArizona State10
2ConnecticutGonzaga2
15OaklandArkansas State15
San Jose
1Vanderbilt
St. Louis
St. Louis
Iowa State1
Houston
16Norfolk State/Alabama A&MTennessee-Martin16
8St. BonaventureColorado8
9Virginia TechLSU9
5USC
San Diego
Tampa
Illinois5
12New MexicoBelmont12
4Saint Mary’sAlabama4
13UC-San DiegoUNC-Wilmington13
6Central Florida
Greenville
Portland
Oklahoma State6
11Oklahoma/UCLAUtah State11
3PurdueBYU3
14MercerUtah Valley14
7Texas Tech
San Diego
Buffalo
Saint Louis7
10CaliforniaYale10
2ArizonaMichigan State2
15Northern ColoradoLipscomb15
Chicago
1Michigan
Buffalo
16American
8Seton Hall
9Kent State
5Louisville
Oklahoma City
12Tulsa
4Arkansas
13High Point
6Iowa
Philadelphia
11Buffalo/TCU
3North Carolina
14North Dakota State
7Auburn
Portland
10Arizona State
2Gonzaga
15Arkansas State
Houston
1Iowa State
St. Louis
16Tennessee-Martin
8Colorado
9LSU
5Illinois
Tampa
12Belmont
4Alabama
13UNC-Wilmington
6Oklahoma State
Portland
11Utah State
3BYU
14Utah Valley
7Saint Louis
Buffalo
10Yale
2Michigan State
15Lipscomb


Last teams in:

NumberTeamBracket Rating
1Buffalo53.7984
2TCU64.0911
3Santa Clara69.249
4New Mexico69.3111



Next teams out:

NumberTeamBracket Rating
1Indiana71.2467
2St. John’s68.1431
3Miami66.3909
4Tennessee62.6197
5Notre Dame61.8016
6North Carolina State60.213
7Richmond59.8938
8Baylor58.2689