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Saturday, April 19, 2025

NBA Playoffs 2025 Bracket Math (Post Play-In)

The streak continues again - no regular season 7 seed has failed to make the playoffs in the play-in era. This year, a 10 seed finally made the playoffs, featuring the Miami Heat. However, their run should end shortly, with only a 5% chance of beating Cleveland.

OKC is an absolute dominant favorite - over 50% chance of winning the title seems aggressive, but they did have the best point differential in the history of the NBA (+12.9). This feels similar to 2019, when models had Milwaukee as a dominant favorite, no one really seemed to trust it, and Toronto swooped in and won the title. Could say the same thing last season though - Boston was dominant in the regular season, no one really seemed to trust it, and they didn't really meet much resistance throughout the playoffs.

The bigger wrinkle this year is how tight the West is outside of OKC - other than Memphis getting steamrolled by them, I have all lower seeds advancing out of the first round in the West.

Including the top 2 seeds in the East, there is over a 90% chance one of the top 3 contenders wins it all (OKC, Boston, and then Cleveland). No one else has better than a ~1 in 50 shot.



Monday, April 14, 2025

NBA Play-In 2025 Bracket Math

The 7-seed has still never missed the playoffs in the play-in era, with two chances to win one home game to advance. 

This year is even more lopsided than normal, as my model has Golden State as the second strongest team in the West (way behind OKC though). Memphis is very strong as well, and both 7 and 8 in the West are far ahead of Sacramento and Dallas.

The East is more replacement level, with Miami projecting as the second best play-in team in the conference. But winning two games on the road back-to-back is a very tall order and results in an 80% chance they miss the playoffs.



Tuesday, April 1, 2025

Final Four per the MDS Model (2025)

We got all 1 seeds for the first time since 2008, and just about chalk all around.

This makes for as evenly matched a Final Four as I've ever seen, with every single team having a better than 20% chance to win the title. They were clearly the top 4 at the start of the tournament (minimum 11% chance to win), then again at the Sweet 16 (minimum 14% chance to win), and remain that way with a minimum 21% chance to win.

SeedTeamChampionshipChampion
Final Four
1Auburn47.32%23.26%
1Florida52.68%27.30%
1Duke54.49%28.05%
1Houston45.51%21.39%

Thursday, March 27, 2025

Sweet 16 per the MDS Model (2025)

Going in to last year's Sweet Sixteen, we had three clearly elevated teams: Houston, Connecticut, and Purdue. Connecticut went on to win the title for the second straight year. 

Houston is back again, but as the fourth favorite with better than 10% odds - Florida at 19%, Duke at 17%, Auburn at 16%, and Houston at 14%. The rest of the field makes up the other 35%.

  • Most likely Final Four (5.6% chance): all four #1 seeds (Auburn + Florida + Duke + Houston), each with about a 50% chance to get there
  • Chances of an all-SEC Final Four: 5.1% (Auburn + Ole Miss, Florida + Arkansas, Alabama, Kentucky + Tennessee)
  • Chances of the Big 10 winning its first title since 2000: 10% (Michigan + Michigan St + Maryland + Purdue)
  • Chances of the ACC winning its 9th title since 2000: 17% (Duke)

SeedTeamElite 8Final FourChampionshipChampion
Sweet 16
1Auburn74.48%50.93%29.45%16.35%
5Michigan25.52%11.01%3.67%1.13%
6Ole Miss37.73%11.73%3.83%1.15%
2Michigan St.62.27%26.33%11.58%4.79%
1Florida69.48%51.52%31.89%18.52%
4Maryland30.52%17.12%7.28%2.80%
3Texas Tech70.94%25.87%11.00%4.23%
10Arkansas29.06%5.49%1.30%0.26%
1Duke71.50%46.81%28.93%17.06%
4Arizona28.50%12.50%5.00%1.87%
6BYU29.61%8.04%2.57%0.76%
2Alabama70.39%32.65%17.03%8.39%
1Houston73.04%45.76%24.68%13.50%
4Purdue26.96%10.48%3.25%1.03%
3Kentucky36.26%12.83%4.25%1.44%
2Tennessee63.74%30.94%14.29%6.72%

Monday, March 17, 2025

NCAA Tournament 2025 Bracket Math for the MDS Model

By almost any rating system, North Carolina deserved to be in the tournament.

For those who are still reading and didn't rage quit this post written by a UNC grad, this year's composite contains 4 models:

As always, I use a weighted average of these 4 ratings, which smooths out the final Aggregate ratings that I use to project the tournament.

First I will bore you with evidence that Carolina did in fact deserve to be in, per any advanced metric rating system. KenPom: #33, Powerrank: #42, Seven Overtimes: #33, Nate Silver: #33, and by my overall model, we rank #35. Compare this to:
  • The other First Four at-large teams:
    • Xavier: #40
    • San Diego St: #41
    • Texas: #47
  • And the other first few teams out:
    • Boise St: #42
    • Colorado St: #44
    • Indiana: #46
    • West Virginia: #50
    • UC Irvine: #55

Given that 68 teams get in (for now), we deserved to be one of them. Credit to @wagner_seymour and @michaelwatson2:


Now the bracket math. Note: For simplicity, I've taken the highest rated team in each play-in game and included them

SeedTeam1st Round2nd RoundSweet 16Elite 8Final FourChampionshipChampion
South
1Auburn100.00%99.33%74.82%57.12%40.41%24.17%13.97%
16*Alabama St.100.00%0.67%0.03%0.00%0.00%0.00%0.00%
8Louisville100.00%57.97%16.10%8.83%4.25%1.58%0.55%
9Creighton100.00%42.03%9.06%4.25%1.72%0.52%0.15%
5Michigan100.00%58.79%32.00%10.20%4.69%1.66%0.55%
12UC San Diego100.00%41.21%18.93%4.68%1.76%0.49%0.13%
4Texas A&M100.00%73.29%40.64%13.61%6.51%2.40%0.84%
13Yale100.00%26.71%8.42%1.30%0.33%0.06%0.01%
6Ole Miss100.00%55.92%27.54%12.28%4.40%1.52%0.49%
11*North Carolina100.00%44.08%19.25%7.50%2.30%0.68%0.19%
3Iowa St.100.00%81.44%48.43%24.88%10.47%4.28%1.65%
14Lipscomb100.00%18.56%4.77%0.96%0.14%0.02%0.00%
7Marquette100.00%54.44%22.56%10.84%3.79%1.28%0.40%
10New Mexico100.00%45.56%17.05%7.46%2.32%0.70%0.19%
2Michigan St.100.00%89.90%58.50%35.76%16.88%7.77%3.40%
15Bryant100.00%10.10%1.90%0.32%0.03%0.00%0.00%
West
1Florida100.00%98.07%81.12%61.26%43.93%28.61%17.26%
16Norfolk St.100.00%1.93%0.26%0.02%0.00%0.00%0.00%
8Connecticut100.00%58.89%12.33%5.48%2.16%0.71%0.21%
9Oklahoma100.00%41.11%6.30%2.27%0.71%0.19%0.04%
5Memphis100.00%57.62%25.21%6.79%2.76%0.95%0.28%
12Colorado St.100.00%42.38%15.59%3.34%1.12%0.31%0.07%
4Maryland100.00%83.02%54.28%20.27%10.73%4.95%2.02%
13Grand Canyon100.00%16.98%4.91%0.57%0.11%0.02%0.00%
6Missouri100.00%62.70%30.42%13.90%4.80%1.88%0.64%
11Drake100.00%37.30%13.68%4.59%1.11%0.31%0.07%
3Texas Tech100.00%84.24%52.05%27.48%11.26%5.19%2.13%
14UNC Wilmington100.00%15.76%3.85%0.70%0.09%0.01%0.00%
7Kansas100.00%64.90%28.38%14.09%4.93%1.96%0.68%
10Arkansas100.00%35.10%10.61%3.73%0.86%0.23%0.05%
2St. John's100.00%93.48%60.15%35.42%15.44%7.53%3.28%
15Omaha100.00%6.52%0.86%0.09%0.01%0.00%0.00%
East
1Duke100.00%98.75%81.14%63.18%43.15%28.10%17.18%
16*American100.00%1.25%0.12%0.01%0.00%0.00%0.00%
8Mississippi St.100.00%49.82%9.31%4.20%1.41%0.44%0.12%
9Baylor100.00%50.18%9.44%4.28%1.45%0.45%0.12%
5Oregon100.00%59.80%24.98%5.83%1.92%0.58%0.16%
12Liberty100.00%40.20%13.26%2.25%0.56%0.12%0.02%
4Arizona100.00%81.45%55.48%19.53%9.16%4.00%1.59%
13Akron100.00%18.55%6.28%0.72%0.12%0.02%0.00%
6BYU100.00%48.89%22.52%8.15%2.58%0.92%0.29%
11VCU100.00%51.11%24.07%8.96%2.92%1.07%0.35%
3Wisconsin100.00%89.09%51.74%22.92%8.96%3.91%1.55%
14Montana100.00%10.91%1.66%0.16%0.01%0.00%0.00%
7St. Mary's100.00%72.62%28.14%14.67%5.44%2.25%0.85%
10Vanderbilt100.00%27.38%5.46%1.61%0.30%0.06%0.01%
2Alabama100.00%93.51%65.28%43.37%21.99%12.26%6.33%
15Robert Morris100.00%6.49%1.12%0.16%0.01%0.00%0.00%
Midwest
1Houston100.00%98.27%66.08%49.23%33.12%18.77%10.69%
16SIU Edwardsville100.00%1.73%0.09%0.01%0.00%0.00%0.00%
8Gonzaga100.00%67.96%26.43%16.90%9.45%4.25%1.92%
9Georgia100.00%32.04%7.40%3.41%1.30%0.37%0.11%
5Clemson100.00%71.57%42.53%14.94%7.09%2.61%0.97%
12McNeese St.100.00%28.43%10.76%1.88%0.51%0.10%0.02%
4Purdue100.00%74.06%39.16%12.58%5.56%1.88%0.64%
13High Point100.00%25.94%7.54%1.04%0.23%0.03%0.01%
6Illinois100.00%59.21%31.72%13.39%4.94%1.67%0.57%
11*Xavier100.00%40.79%18.27%6.18%1.79%0.47%0.12%
3Kentucky100.00%80.29%45.17%20.15%7.90%2.85%1.03%
14Troy100.00%19.71%4.84%0.84%0.12%0.01%0.00%
7UCLA100.00%60.19%21.23%10.31%3.49%1.08%0.33%
10Utah St.100.00%39.81%10.70%4.13%1.05%0.24%0.05%
2Tennessee100.00%90.91%65.94%44.57%23.39%11.48%5.67%
15Wofford100.00%9.09%2.13%0.42%0.05%0.00%0.00%
Totals64.0032.0016.008.004.002.001.00
SeedTeam1st Round
16*Alabama St.53.41%
16*St. Francis46.59%
16*American52.12%
16*Mount St. Mary's47.88%
11*San Diego St.46.16%
11*North Carolina53.84%
11*Texas41.87%
11*Xavier58.13%

Some notes:

  • A super chalky bracket, with all four 1-seeds favored to make the Final Four, and all at 40%+ with the exception of Houston
    • This is thanks to Gonzaga (#7 in my rating) as Houston's likely second round opponent
  • These four 1-seeds are the only teams with > 10% to win it all, with Florida, Dook, and Auburn a step above (in that order (barely))
    • Dook is BARELY the highest rated team, but has a slightly harder route (Caleb Love or Grant Nelson, please) and comes in less than 0.1% lower in chances to win it all because of it
  • The relative strength/weakness of the two 1 seeds facing play-in 16 seeds is very elevated - Auburn and Dook both have 99% chance of moving on (hoping for a jinx here)
Full rankings:

RankSeedTeamRating
11Duke94.77
21Florida94.70
31Auburn93.76
41Houston93.20
52Alabama91.24
62Tennessee90.41
78Gonzaga88.89
82Michigan St.88.66
92St. John's88.58
104Maryland87.59
113Texas Tech87.59
124Arizona86.85
133Wisconsin86.82
143Iowa St.86.73
157St. Mary's86.01
165Clemson85.82
173Kentucky85.51
188Louisville85.34
194Texas A&M85.23
207Kansas85.23
216Missouri85.04
224Purdue84.64
236Illinois84.62
245Michigan84.58
256Ole Miss84.30
2611VCU84.16
277Marquette83.95
286BYU83.77
297UCLA83.42
305Memphis83.18
318Connecticut82.75
329Creighton82.54
3310New Mexico82.40
349Georgia82.39
3511North Carolina82.22
378Mississippi St.81.89
369Baylor81.95
385Oregon81.62
3912UC San Diego81.48
4011Xavier81.37
4111San Diego St.80.88
4211Drake80.52
4312Colorado St.80.50
4410Arkansas79.89
4510Utah St.79.82
469Oklahoma79.62
4711Texas78.50
4812Liberty78.16
4912McNeese St.77.87
5010Vanderbilt77.62
5113Yale76.56
5213High Point75.64
5313Akron74.37
5413Grand Canyon74.27
5514Lipscomb74.26
5614Troy73.62
5714UNC Wilmington73.58
5815Wofford71.78
5915Bryant70.86
6015Robert Morris70.11
6114Montana69.64
6215Omaha67.48
6316Norfolk St.65.85
6416SIU Edwardsville63.71
6516American63.49
6616Mount St. Mary's62.75
6716Alabama St.59.26
6816St. Francis58.07