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   22.25%     21.9-22.6%   23.0%   22.0%   19.5% |  100%   96%   85%   72%   52% 34.8% |   +0.8   -0.3   -2.7 | 
  2 Arizona                   1   17.77%     17.5-18.0%   14.0%   12.2%   14.4% |  100%   96%   85%   69%   49% 30.4% |   -3.8   -5.6   -3.4 | MODEL HIGHER
  3 Michigan                  1   15.25%     15.0-15.5%   20.0%   18.0%   19.5% |  100%   95%   83%   67%   45% 27.2% |   +4.8   +2.7   +4.3 | MARKETS HIGHER
  4 Florida                   2   10.12%      9.9-10.3%   13.0%   11.3%    9.1% |  100%   94%   79%   60%   34% 19.0% |   +2.9   +1.2   -1.1 | 
  5 Houston                   2    9.72%       9.5-9.9%    6.0%    8.0%    7.8% |  100%   96%   81%   62%   34% 18.7% |   -3.7   -1.7   -1.9 | MODEL HIGHER
  6 Illinois                  2    6.34%       6.2-6.5%    5.0%    5.1%    4.6% |  100%   95%   78%   55%   28% 14.0% |   -1.3   -1.2   -1.7 | 
  7 Connecticut               1    5.65%       5.5-5.8%    7.0%    6.2%    5.1% |  100%   94%   74%   50%   29% 13.6% |   +1.4   +0.5   -0.6 | ALIGNED
  8 Michigan St               2    2.43%       2.3-2.5%    2.0%    1.6%    1.9% |  100%   94%   68%   42%   17%  6.8% |   -0.4   -0.8   -0.5 | 
  9 Purdue                    3    1.81%       1.7-1.9%    3.0%    3.1%    2.7% |  100%   92%   67%   33%   13%  5.2% |   +1.2   +1.3   +0.9 | 
 10 Iowa St                   3    1.64%       1.5-1.7%    4.0%    2.8%    3.7% |  100%   89%   63%   29%   12%  4.6% |   +2.4   +1.2   +2.1 | 
 11 Gonzaga                   4    1.48%       1.4-1.6%    2.0%    1.8%    1.8% |   66%   58%   43%   16%    9%  3.8% |   +0.5   +0.3   +0.3 | ALIGNED
 12 Alabama                   4    0.61%     0.56-0.67%    1.0%    0.8%    1.5% |   67%   58%   39%   13%    6%  2.1% |   +0.4   +0.2   +0.8 | 
 13 Virginia                  3    0.50%     0.45-0.55%    1.0%    1.0%    1.0% |  100%   94%   56%   20%    6%  1.8% |   +0.5   +0.5   +0.5 | 
 14 Louisville                6    0.49%     0.44-0.54%    1.0%    0.6%    1.0% |  100%   78%   48%   20%    6%  1.8% |   +0.5   +0.1   +0.5 | 
 15 Kansas                    4    0.47%     0.42-0.52%    3.0%    1.9%    1.9% |   67%   58%   39%   11%    5%  1.7% |   +2.5   +1.4   +1.4 | 
 16 St John's                 4    0.47%     0.43-0.52%    2.0%    0.9%    1.5% |   67%   59%   38%   12%    5%  1.6% |   +1.5   +0.4   +1.0 | 
 17 Tennessee                 5    0.47%     0.42-0.52%    1.0%    2.9%    1.3% |  100%   84%   42%   11%    5%  1.6% |   +0.5   +2.4   +0.8 | 
 18 Nebraska                  4    0.43%     0.38-0.48%    2.0%    0.7%    1.1% |   67%   58%   36%   12%    5%  1.6% |   +1.6   +0.3   +0.6 | 
 19 Arkansas                  5    0.35%     0.31-0.40%    2.0%    0.8%    1.5% |  100%   81%   39%   11%    4%  1.3% |   +1.7   +0.5   +1.2 | 
 20 Vanderbilt                5    0.32%     0.28-0.36%    2.0%    0.5%    0.9% |  100%   85%   41%   12%    4%  1.4% |   +1.7   +0.2   +0.6 | 
 21 Texas Tech                4    0.32%     0.28-0.36%    1.0%    2.3%    0.8% |   67%   61%   40%   10%    4%  1.2% |   +0.7   +2.0   +0.5 | 
 22 BYU                       6    0.15%     0.12-0.18%    1.0%    0.3%    0.5% |  100%   66%   33%   10%    3%  0.7% |   +0.9   +0.1   +0.4 | 
 23 Villanova                 6    0.10%     0.08-0.13%    1.0%    --      0.3% |  100%   59%   29%    8%    2%  0.4% |   +0.9     --   +0.2 | 
 24 Auburn                   10    0.10%     0.08-0.12%    1.0%    0.2%    0.2% |   67%   51%   14%    7%    2%  0.4% |   +0.9   +0.1   +0.1 | 
 25 North Carolina            6    0.10%     0.08-0.12%    1.0%    1.7%    0.7% |  100%   66%   32%    9%    2%  0.5% |   +0.9   +1.6   +0.6 | 
 26 St Mary's CA              8    0.09%     0.07-0.12%    1.0%    --      0.4% |   66%   46%   11%    5%    2%  0.5% |   +0.9     --   +0.3 | 
 27 Kentucky                  7    0.09%     0.07-0.12%    1.0%    0.4%    1.0% |  100%   62%   17%    8%    2%  0.5% |   +0.9   +0.3   +0.9 | 
 28 Wisconsin                 7    0.07%     0.05-0.09%    1.0%    --      0.8% |  100%   61%   17%    7%    2%  0.3% |   +0.9     --   +0.7 | 
 29 UCLA                      9    0.06%     0.04-0.08%    1.0%    0.2%    0.4% |  100%   54%    9%    4%    1%  0.2% |   +0.9   +0.1   +0.3 | 
 30 Clemson                   8    0.05%     0.03-0.06%    1.0%    0.2%    0.4% |   67%   44%    8%    3%    1%  0.2% |   +0.9   +0.1   +0.3 | 
 31 St Louis                  8    0.04%     0.02-0.05%    1.0%    0.5%    0.5% |   67%   46%    8%    3%    1%  0.3% |   +1.0   +0.5   +0.5 | 
 32 Georgia                   8    0.04%     0.02-0.05%    --      --      0.3% |   67%   43%    8%    3%    1%  0.2% |     --     --   +0.2 | 
 33 Utah St                   8    0.03%     0.02-0.04%    --      --      0.3% |   67%   42%    9%    3%    1%  0.2% |     --     --   +0.3 | 
 34 Texas                    10    0.02%     0.01-0.03%    1.0%    --      0.4% |   67%   46%   10%    4%    1%  0.1% |   +1.0     --   +0.4 | 
 35 Ohio St                  10    0.02%     0.01-0.03%    1.0%    --      0.2% |   67%   46%    8%    3%    1%  0.1% |   +1.0     --   +0.2 | 
 36 Santa Clara              11    0.02%     0.01-0.03%    1.0%    --      0.2% |   50%   20%    9%    2%    0%  0.1% |   +1.0     --   +0.2 | 
 37 SMU                      10    0.02%     0.01-0.04%    1.0%    --      0.3% |   66%   45%    9%    4%    1%  0.1% |   +1.0     --   +0.3 | 
 38 Iowa                      9    0.01%     0.00-0.02%    1.0%    --      0.5% |  100%   45%    7%    3%    1%  0.1% |   +1.0     --   +0.5 | 
 39 NC State                  8    0.01%     0.01-0.02%    1.0%    0.6%    0.4% |   67%   41%    6%    2%    1%  0.1% |   +1.0   +0.6   +0.4 | 
 40 Texas A&M                11    0.01%     0.00-0.02%    1.0%    --      0.4% |   50%   23%   11%    3%    1%  0.1% |   +1.0     --   +0.4 | 
 41 VCU                      11    0.01%     0.00-0.01%    1.0%    --      0.2% |   50%   17%    8%    2%    0%  0.1% |   +1.0     --   +0.2 | 
 42 Indiana                  11    0.01%     0.01-0.02%    1.0%    --      0.2% |   50%   20%    9%    2%    0%  0.1% |   +1.0     --   +0.2 | 
 43 San Diego St             11    0.01%     0.00-0.01%    1.0%    --      0.2% |   50%   15%    6%    1%    0%  0.0% |   +1.0     --   +0.2 | 
 44 Missouri                 10    0.01%     0.01-0.02%    1.0%    --      0.4% |   67%   45%    8%    3%    0%  0.1% |   +1.0     --   +0.4 | 
 45 South Florida            12    0.01%     0.00-0.02%    --      --      0.1% |   67%   28%    8%    1%    0%  0.0% |     --     --   +0.1 | 
 46 McNeese St               12    0.01%     0.00-0.01%    --      --      0.1% |   67%   27%    7%    1%    0%  0.0% |     --     --   +0.1 | 
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Model: 70% LightGBM + 30% KenPom LR  |  LOSO Log-Loss: 0.53651  |  50,000 bracket sims
Features: 44 LGB + 5 LR
Data ages: KenPom: Mar 07 06:58 | BPI: Mar 07 06:58 | Odds: Mar 07 06:58 | Injuries: Mar 06 09:33 | Kaggle: Mar 07 00:35

Value picks (model > market):
  ▲ Duke: model 22.2% vs sharp 19.5% (+2.7%)
  ▲ Arizona: model 17.8% vs sharp 14.4% (+3.4%)
  ▲ Florida: model 10.1% vs sharp 9.1% (+1.1%)
  ▲ Houston: model 9.7% vs sharp 7.8% (+1.9%)
  ▲ Illinois: model 6.3% vs sharp 4.6% (+1.7%)