Team                   Seed   Model%         90% CI Kalshi%   Poly%  Sharp% |   R64   R32   S16    E8    F4 Title | K-Diff P-Diff S-Diff | Signal
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  1 Duke                      1   23.68%     23.0-24.4%   24.0%   22.0%   19.5% |  100%   97%   85%   72%   53% 36.2% |   +0.3   -1.7   -4.1 | 
  2 Arizona                   1   18.02%     17.4-18.6%   14.0%   12.4%   14.4% |  100%   97%   85%   68%   48% 30.5% |   -4.0   -5.6   -3.6 | MODEL HIGHER
  3 Michigan                  1   16.61%     16.0-17.2%   20.0%   18.0%   19.5% |  100%   96%   84%   68%   47% 29.6% |   +3.4   +1.4   +2.9 | MARKETS HIGHER
  4 Florida                   2    8.46%       8.0-8.9%   16.0%   11.7%   10.4% |   80%   75%   64%   48%   28% 15.7% |   +7.5   +3.2   +2.0 | MARKETS HIGHER
  5 Houston                   2    7.95%       7.5-8.4%    7.0%    8.0%    6.6% |   80%   77%   67%   50%   28% 15.6% |   -0.9   +0.1   -1.4 | 
  6 Illinois                  2    5.33%       5.0-5.7%    5.0%    4.3%    4.6% |   81%   77%   63%   45%   24% 12.0% |   -0.3   -1.0   -0.7 | 
  7 Connecticut               2    3.75%       3.4-4.1%    6.0%    7.1%    5.1% |   79%   74%   60%   41%   20%  9.3% |   +2.2   +3.3   +1.4 | MARKETS HIGHER
  8 Gonzaga                   4    2.33%       2.1-2.6%    2.0%    1.8%    1.8% |   81%   71%   51%   22%   13%  6.2% |   -0.3   -0.5   -0.5 | ALIGNED
  9 Michigan St               2    2.20%       2.0-2.4%    2.0%    2.1%    1.9% |   80%   75%   57%   34%   15%  6.1% |   -0.2   -0.1   -0.3 | ALIGNED
 10 Purdue                    3    2.19%       1.9-2.4%    3.0%    3.1%    2.6% |  100%   92%   67%   35%   12%  5.2% |   +0.8   +0.9   +0.4 | 
 11 Iowa St                   3    2.09%       1.9-2.3%    4.0%    2.9%    3.7% |  100%   91%   62%   31%   12%  5.3% |   +1.9   +0.8   +1.6 | 
 12 Alabama                   4    0.74%     0.60-0.88%    1.0%    0.8%    1.4% |   80%   70%   43%   16%    7%  2.5% |   +0.3   +0.1   +0.7 | 
 13 Nebraska                  4    0.73%     0.59-0.87%    2.0%    1.1%    1.1% |   80%   71%   41%   15%    7%  2.4% |   +1.3   +0.4   +0.3 | 
 14 Kansas                    4    0.70%     0.56-0.84%    3.0%    1.7%    1.9% |   80%   70%   45%   16%    7%  2.5% |   +2.3   +1.0   +1.2 | 
 15 Louisville                6    0.69%     0.56-0.83%    1.0%    0.5%    1.0% |  100%   76%   46%   18%    7%  2.2% |   +0.3   -0.2   +0.3 | 
 16 Virginia                  3    0.63%     0.50-0.77%    1.0%    1.0%    1.0% |  100%   94%   54%   21%    6%  2.0% |   +0.4   +0.4   +0.4 | 
 17 Tennessee                 5    0.55%     0.43-0.67%    1.0%    0.6%    1.3% |   80%   67%   34%   11%    5%  1.8% |   +0.5   +0.1   +0.8 | 
 18 Texas Tech                4    0.49%     0.38-0.61%    1.0%    1.9%    0.8% |   79%   72%   43%   15%    6%  2.0% |   +0.5   +1.4   +0.3 | 
 19 St John's                 5    0.41%     0.31-0.52%    2.0%    1.0%    1.4% |   80%   65%   32%   12%    5%  1.5% |   +1.6   +0.6   +1.0 | 
 20 Vanderbilt                5    0.34%     0.25-0.44%    2.0%    0.5%    0.9% |   80%   67%   32%   11%    4%  1.3% |   +1.7   +0.2   +0.6 | 
 21 St Mary's CA              8    0.27%     0.19-0.36%    1.0%    --      0.4% |   67%   52%   22%    9%    3%  0.9% |   +0.7     --   +0.1 | 
 22 Arkansas                  5    0.21%     0.14-0.29%    2.0%    0.8%    1.5% |   80%   64%   30%   10%    4%  0.9% |   +1.8   +0.6   +1.3 | 
 23 BYU                       6    0.21%     0.14-0.29%    1.0%    0.3%    0.5% |  100%   67%   34%   11%    4%  1.0% |   +0.8   +0.1   +0.3 | 
 24 Utah St                   8    0.20%     0.13-0.28%    --      --      0.3% |   68%   51%   22%    8%    3%  0.8% |     --     --   +0.1 | 
 25 Wisconsin                 6    0.19%     0.12-0.26%    1.0%    --      0.8% |  100%   66%   36%   11%    3%  0.9% |   +0.8     --   +0.6 | 
 26 Kentucky                  7    0.17%     0.10-0.24%    1.0%    0.4%    1.0% |  100%   62%   17%    8%    2%  0.5% |   +0.8   +0.2   +0.8 | 
 27 St Louis                  8    0.13%     0.07-0.19%    1.0%    0.5%    0.5% |   67%   53%   20%    9%    3%  0.9% |   +0.9   +0.4   +0.4 | 
 28 Georgia                   8    0.12%     0.07-0.18%    --      --      0.3% |   66%   50%   21%    8%    3%  0.7% |     --     --   +0.1 | 
 29 Villanova                 6    0.11%     0.06-0.17%    1.0%    --      0.3% |  100%   60%   29%    9%    3%  0.6% |   +0.9     --   +0.2 | 
 30 Clemson                   8    0.11%     0.06-0.17%    1.0%    0.2%    0.4% |   66%   50%   20%    8%    3%  0.5% |   +0.9   +0.1   +0.3 | 
 31 North Carolina            5    0.10%     0.05-0.15%    1.0%    1.7%    0.7% |   80%   58%   23%    6%    2%  0.4% |   +0.9   +1.6   +0.6 | 
 32 Auburn                   11    0.08%     0.04-0.13%    1.0%    0.2%    0.2% |   49%   25%   13%    4%    1%  0.2% |   +0.9   +0.1   +0.1 | 
 33 NC State                  8    0.06%     0.02-0.10%    1.0%    0.6%    0.4% |   67%   48%   19%    7%    2%  0.3% |   +0.9   +0.5   +0.4 | 
 34 UCLA                      9    0.03%     0.00-0.06%    1.0%    0.2%    0.4% |  100%   50%    7%    3%    1%  0.1% |   +1.0   +0.2   +0.4 | 
 35 Ohio St                  10    0.03%     0.01-0.06%    1.0%    --      0.2% |   57%   49%   11%    4%    1%  0.2% |   +1.0     --   +0.2 | 
 36 SMU                      10    0.02%     0.00-0.05%    1.0%    --      0.3% |   58%   49%    9%    3%    1%  0.1% |   +1.0     --   +0.3 | 
 37 Indiana                  11    0.02%     0.00-0.04%    1.0%    --      0.2% |   51%   20%    8%    2%    1%  0.1% |   +1.0     --   +0.2 | 
 38 UCF                      10    0.02%     0.00-0.05%    1.0%    --      0.3% |   56%   48%   10%    3%    1%  0.1% |   +1.0     --   +0.3 | 
 39 New Mexico               11    0.01%     0.00-0.03%    --      --      --   |   50%   14%    5%    1%    0%  0.0% |     --     --     -- | 
 40 South Florida            12    0.01%     0.00-0.03%    --      --      0.1% |   66%   17%    5%    1%    0%  0.0% |     --     --   +0.1 | 
 41 San Diego St             11    0.01%     0.00-0.03%    1.0%    --      0.2% |   50%   14%    6%    1%    0%  0.0% |   +1.0     --   +0.2 | 
 42 Santa Clara              11    0.00%     0.00-0.00%    1.0%    --      0.2% |   49%   18%    8%    2%    1%  0.1% |   +1.0     --   +0.2 | 
 43 Texas A&M                10    0.00%     0.00-0.00%    1.0%    --      0.4% |   58%   49%   10%    4%    1%  0.1% |   +1.0     --   +0.4 | 
 44 Texas                    10    0.00%     0.00-0.00%    1.0%    --      0.4% |   57%   48%   11%    4%    1%  0.2% |   +1.0     --   +0.4 | 
 45 Iowa                      9    0.00%     0.00-0.00%    1.0%    --      0.5% |  100%   47%    6%    2%    1%  0.1% |   +1.0     --   +0.5 | 
 46 TCU                      10    0.00%     0.00-0.00%    --      --      0.2% |   57%   48%   10%    3%    1%  0.1% |     --     --   +0.2 | 
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Model: 60% LightGBM + 40% KenPom LR  |  LOSO Log-Loss: 0.53845  |  10,000 bracket sims
Features: 44 LGB + 5 LR
Data ages: KenPom: Mar 08 01:00 CET | BPI: Mar 08 01:04 CET | Odds: Mar 08 01:04 CET | Injuries: Mar 08 01:04 CET | Kaggle: Mar 08 01:06 CET

Value picks (model > market):
  ▲ Duke: model 23.7% vs sharp 19.5% (+4.1%)
  ▲ Arizona: model 18.0% vs sharp 14.4% (+3.6%)
  ▲ Houston: model 8.0% vs sharp 6.6% (+1.4%)