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   20.86%     20.6-21.1%   25.0%   21.0%   20.0% |  100%   96%   84%   71%   50% 33.4% |   +4.1   +0.1   -0.9 | 
  2 Michigan                  1   16.43%     16.2-16.7%   20.0%   18.0%   19.8% |  100%   95%   83%   67%   45% 27.8% |   +3.6   +1.6   +3.3 | MARKETS HIGHER
  3 Arizona                   1   15.42%     15.2-15.7%   14.0%   12.2%   14.9% |  100%   96%   84%   68%   46% 27.6% |   -1.4   -3.2   -0.5 | 
  4 Houston                   2   10.45%     10.2-10.7%    7.0%    8.0%    7.2% |  100%   96%   80%   60%   34% 19.6% |   -3.4   -2.4   -3.2 | MODEL HIGHER
  5 Florida                   2    9.26%       9.0-9.5%   13.0%   11.4%    9.6% |  100%   94%   78%   57%   32% 17.6% |   +3.7   +2.1   +0.3 | MARKETS HIGHER
  6 Illinois                  2    6.93%       6.8-7.1%    5.0%    4.9%    4.6% |  100%   95%   77%   54%   28% 14.5% |   -1.9   -2.0   -2.3 | MODEL HIGHER
  7 Connecticut               1    5.91%       5.7-6.1%    7.0%    7.4%    4.8% |  100%   95%   75%   50%   30% 13.9% |   +1.1   +1.5   -1.1 | ALIGNED
  8 Michigan St               2    2.65%       2.5-2.8%    2.0%    1.9%    1.9% |  100%   94%   68%   42%   18%  7.0% |   -0.6   -0.8   -0.8 | 
  9 Purdue                    3    2.41%       2.3-2.5%    3.0%    3.1%    2.1% |  100%   92%   67%   35%   15%  6.2% |   +0.6   +0.7   -0.3 | ALIGNED
 10 Iowa St                   3    1.92%       1.8-2.0%    4.0%    2.8%    3.7% |  100%   89%   63%   30%   13%  5.2% |   +2.1   +0.9   +1.8 | 
 11 Gonzaga                   4    1.70%       1.6-1.8%    2.0%    2.2%    1.5% |   67%   59%   44%   17%   10%  4.2% |   +0.3   +0.5   -0.2 | ALIGNED
 12 Alabama                   4    0.71%     0.64-0.77%    1.0%    1.1%    1.1% |   67%   59%   40%   13%    6%  2.3% |   +0.3   +0.4   +0.4 | 
 13 Louisville                6    0.64%     0.58-0.70%    1.0%    0.7%    0.9% |  100%   77%   47%   20%    6%  2.1% |   +0.4   +0.1   +0.3 | 
 14 Tennessee                 5    0.52%     0.47-0.58%    1.0%    0.9%    1.2% |  100%   84%   41%   12%    5%  1.7% |   +0.5   +0.4   +0.7 | 
 15 Virginia                  3    0.50%     0.45-0.55%    1.0%    1.0%    1.0% |  100%   94%   56%   21%    6%  1.9% |   +0.5   +0.5   +0.5 | 
 16 Kansas                    4    0.47%     0.42-0.52%    3.0%    2.0%    2.2% |   67%   59%   39%   11%    5%  1.6% |   +2.5   +1.5   +1.8 | 
 17 Vanderbilt                5    0.47%     0.42-0.52%    2.0%    0.7%    0.9% |  100%   85%   43%   12%    5%  1.6% |   +1.5   +0.2   +0.4 | 
 18 St John's                 4    0.44%     0.39-0.49%    1.0%    1.2%    1.3% |   67%   59%   38%   12%    5%  1.7% |   +0.6   +0.8   +0.9 | 
 19 Texas Tech                4    0.44%     0.39-0.49%    1.0%    1.4%    0.8% |   66%   60%   39%   11%    5%  1.6% |   +0.6   +1.0   +0.4 | 
 20 Nebraska                  4    0.39%     0.34-0.43%    2.0%    1.6%    1.1% |   67%   57%   36%   11%    4%  1.3% |   +1.6   +1.2   +0.7 | 
 21 Arkansas                  5    0.31%     0.27-0.35%    2.0%    0.8%    1.4% |  100%   81%   38%   11%    4%  1.2% |   +1.7   +0.5   +1.1 | 
 22 BYU                       6    0.15%     0.12-0.17%    1.0%    0.3%    0.5% |  100%   67%   34%   11%    3%  0.8% |   +0.9   +0.1   +0.4 | 
 23 St Mary's CA              8    0.12%     0.10-0.15%    1.0%    --      0.4% |   67%   48%   11%    5%    2%  0.5% |   +0.9     --   +0.3 | 
 24 North Carolina            6    0.12%     0.10-0.15%    1.0%    2.0%    1.1% |  100%   65%   32%    9%    2%  0.6% |   +0.9   +1.9   +0.9 | 
 25 Kentucky                  7    0.10%     0.07-0.12%    1.0%    0.7%    1.0% |  100%   62%   17%    8%    2%  0.5% |   +0.9   +0.6   +0.9 | 
 26 Auburn                   10    0.10%     0.07-0.12%    1.0%    0.2%    0.2% |   67%   51%   14%    7%    2%  0.4% |   +0.9   +0.1   +0.1 | 
 27 Wisconsin                 7    0.09%     0.07-0.11%    1.0%    --      0.8% |  100%   60%   17%    7%    2%  0.4% |   +0.9     --   +0.7 | 
 28 Villanova                 6    0.09%     0.07-0.11%    1.0%    --      0.3% |  100%   59%   30%    8%    2%  0.4% |   +0.9     --   +0.3 | 
 29 UCLA                      9    0.06%     0.04-0.08%    1.0%    0.2%    0.4% |  100%   54%   10%    4%    1%  0.3% |   +0.9   +0.1   +0.3 | 
 30 Georgia                   8    0.04%     0.02-0.05%    --      --      0.3% |   67%   42%    8%    3%    1%  0.2% |     --     --   +0.2 | 
 31 Utah St                   8    0.04%     0.03-0.06%    --      --      0.3% |   67%   43%    9%    3%    1%  0.2% |     --     --   +0.3 | 
 32 St Louis                  8    0.03%     0.02-0.05%    1.0%    0.5%    0.5% |   67%   46%    8%    3%    1%  0.2% |   +1.0   +0.5   +0.5 | 
 33 Iowa                      9    0.03%     0.02-0.04%    1.0%    --      0.5% |  100%   44%    7%    2%    1%  0.1% |   +1.0     --   +0.5 | 
 34 Clemson                   8    0.03%     0.02-0.04%    1.0%    0.2%    0.4% |   66%   43%    7%    3%    1%  0.2% |   +1.0   +0.2   +0.4 | 
 35 NC State                  8    0.02%     0.01-0.03%    1.0%    0.6%    0.4% |   67%   42%    6%    2%    1%  0.1% |   +1.0   +0.6   +0.4 | 
 36 Texas                    10    0.02%     0.01-0.03%    1.0%    --      0.4% |   67%   47%   10%    4%    1%  0.1% |   +1.0     --   +0.4 | 
 37 Texas A&M                11    0.02%     0.01-0.03%    1.0%    --      0.4% |   50%   24%   11%    3%    1%  0.1% |   +1.0     --   +0.4 | 
 38 Ohio St                  10    0.02%     0.01-0.03%    1.0%    --      0.2% |   67%   47%    9%    3%    1%  0.1% |   +1.0     --   +0.2 | 
 39 Indiana                  11    0.02%     0.01-0.03%    1.0%    --      0.2% |   50%   20%    8%    2%    0%  0.1% |   +1.0     --   +0.2 | 
 40 SMU                      10    0.02%     0.01-0.03%    1.0%    --      0.3% |   67%   45%   10%    4%    1%  0.1% |   +1.0     --   +0.3 | 
 41 Santa Clara              11    0.01%     0.00-0.02%    1.0%    --      0.2% |   50%   20%    9%    2%    0%  0.1% |   +1.0     --   +0.2 | 
 42 VCU                      11    0.01%     0.00-0.02%    1.0%    --      0.2% |   50%   18%    8%    2%    0%  0.1% |   +1.0     --   +0.2 | 
 43 TCU                      10    0.01%     0.00-0.02%    --      --      0.2% |   67%   44%    8%    3%    0%  0.1% |     --     --   +0.2 | 
 44 UCF                       9    0.01%     0.00-0.02%    1.0%    --      0.3% |  100%   39%    5%    2%    0%  0.1% |   +1.0     --   +0.3 | 
 45 Missouri                 10    0.01%     0.01-0.02%    1.0%    --      0.4% |   67%   45%    9%    3%    1%  0.1% |   +1.0     --   +0.4 | 
 46 McNeese St               12    0.01%     0.00-0.01%    --      --      0.1% |   57%   23%    6%    1%    0%  0.0% |     --     --   +0.1 | 
 47 South Florida            12    0.01%     0.00-0.01%    --      --      0.1% |   57%   24%    7%    1%    0%  0.0% |     --     --   +0.1 | 
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Model: 70% LightGBM + 30% KenPom LR  |  LOSO Log-Loss: 0.53618  |  50,000 bracket sims
Features: 45 LGB + 5 LR
Data ages: KenPom: Mar 06 00:42 | BPI: Mar 06 00:43 | Odds: Mar 06 00:43 | Injuries: Mar 05 22:21 | Kaggle: Mar 06 00:36

Value picks (model > market):
  ▲ Houston: model 10.4% vs sharp 7.2% (+3.2%)
  ▲ Illinois: model 6.9% vs sharp 4.6% (+2.3%)
  ▲ Connecticut: model 5.9% vs sharp 4.8% (+1.1%)