Similar to what I did
in previous years, I ran through 100 simulated qualification match schedules (all 148 matches, using the FIRST match generator). I used each team's highest opr at any event for their contribution to a match. I calculated the standings for each of the 100 simulated qualification schedules, and then looked at some statistics from the aggregate results.
Code:
Team OPR Avg Rnk Med Rnk Mod Rnk SD Rnk Max Rnk Min Rnk #1 seed Top 8 Avg QP Med QP Mode QP StdevQP Max QP Min QP
111 73.92 5.68 4 1 6.6 43 1 31 81 17.57 18 18 2.15 20 10
1114 71.88 5.96 3 2 7.0 36 1 15 83 17.48 18 18 2.27 20 10
254 71.59 5.39 3.5 2 4.9 25 1 16 82 17.55 18 18 2.01 20 12
48 56.18 15.94 12 16 13.8 66 1 6 39 14.78 15 16 3.11 20 6
341 55.71 11.31 8 3 9.2 42 1 4 52 15.79 16 16 2.54 20 10
1985 55.65 12.14 8 7 10.9 53 1 5 53 15.71 16 18 2.68 20 8
2137 53.35 15.44 13 9 10.7 50 1 2 26 14.75 16 16 2.46 20 8
359 51.85 16.46 11.5 10 13.8 66 1 5 34 14.79 16 16 3.17 20 6
967 50.98 17.16 15 10 12.2 50 1 4 29 14.54 14 16 2.99 20 8
469 50.56 18.29 14.5 13 12.3 52 1 3 23 14.15 14 14 2.72 20 8
935 47.66 17.78 16 24 11.2 65 1 1 22 14.19 14 16 2.52 18 6
399 45.99 21.9 17 12 14.9 66 2 0 17 13.53 14 14 2.90 18 6
294 45.80 19.24 16 11 12.3 57 2 0 18 14.03 14 14 2.69 20 8
1218 45.52 21.73 19.5 27 13.0 59 2 0 15 13.46 14 14 2.76 20 7
63 45.52 20.55 18 12 14.1 66 1 1 20 13.93 14 16 2.85 20 7
973 43.66 22.93 19.5 19 14.5 66 2 0 14 13.37 14 14 2.91 20 6
610 42.84 25.36 24 27 15.5 67 2 0 13 12.91 12.5 12 3.00 20 6
2337 42.48 25.93 24.5 9 16.7 69 1 2 15 12.85 13 14 3.22 20 6
1056 42.46 24.56 22 40 15.0 65 2 0 14 13.12 14 14 3.02 20 6
548 42.42 24.7 23.5 15 13.9 67 1 1 10 13.12 13 14 2.80 20 6
40 40.63 23.91 21 12 16.5 77 2 0 16 13.17 14 12 3.18 20 4
1425 38.44 26.66 25 13 15.5 81 3 0 12 12.72 12 12 2.92 18 4
1868 37.73 27.74 23 22 17.3 83 1 2 9 12.54 14 14 3.29 20 4
1885 37.59 28.43 26 39 16.1 68 4 0 7 12.4 12 12 2.91 18 6
395 37.48 32.4 29 29 18.9 80 3 0 13 11.73 12 12 3.45 18 4
1771 36.86 28.8 28 21 16.3 74 3 0 12 12.34 12 14 3.12 20 5
1334 36.82 30 26 23 17.6 86 2 0 5 12.21 12 14 3.32 20 2
694 36.60 29.14 27 18 14.9 64 4 0 10 12.29 12 14 2.82 18 6
195 35.83 29.09 28.5 38 14.6 80 2 0 5 12.26 12 12 2.78 20 4
175 35.26 33.55 32.5 53 17.6 80 5 0 6 11.52 12 10 3.16 18 4
1086 34.92 31.78 33 27 17.1 70 2 0 12 11.91 12 10 3.27 20 6
292 33.35 34.93 33 31 15.6 77 8 0 1 11.36 12 12 2.87 18 4
230 32.28 35.27 31.5 27 18.5 85 2 0 4 11.27 12 12 3.43 20 2
1714 32.14 34.46 30.5 28 17.0 85 4 0 2 11.34 12 12 3.01 18 2
70 31.59 36.92 37 40 15.9 76 1 1 1 10.88 11 12 2.86 20 4
1197 31.29 35.07 34.5 30 17.3 79 3 0 2 11.24 12 12 3.05 18 4
1098 31.01 37.47 35 41 18.2 80 2 0 4 10.87 12 12 3.19 18 4
476 30.34 36.13 34 12 17.7 85 5 0 3 11.23 12 12 3.24 18 2
1429 30.08 34.33 31 39 17.3 82 1 1 2 11.41 12 12 3.15 20 4
295 28.86 36.33 36 36 17.6 84 2 0 4 11.21 11.5 12 3.29 20 2
188 27.99 42.66 42 53 16.6 84 7 0 2 10.04 10 10 3.03 18 2
1305 26.52 40.01 38.5 34 17.7 86 3 0 4 10.54 10 10 3.17 18 2
3824 25.86 42.17 42 32 18.1 87 8 0 1 10.24 10 12 3.24 18 2
93 24.95 41.87 38.5 28 17.0 81 9 0 0 10.21 10 12 2.76 16 4
281 23.85 45.87 46.5 56 16.6 82 12 0 0 9.58 10 8 2.74 15 4
173 20.05 48.08 47 47 16.1 85 12 0 0 9.33 10 10 2.79 16 2
3393 18.41 50.99 54.5 58 18.4 85 11 0 0 8.95 8 8 3.11 16 2
1816 15.60 49.97 50.5 54 17.6 87 13 0 0 9.16 9 8 2.87 16 3
2073 15.60 56.9 59 68 17.1 85 20 0 0 8.01 8 6 2.93 14 2
433 15.45 54.66 55.5 65 17.3 86 18 0 0 8.26 8 8 2.98 15 2
2199 13.01 58.04 58 47 16.7 88 13 0 0 7.79 8 10 2.96 15 0
3504 12.07 60.58 61 67 15.9 88 11 0 0 7.32 8 8 2.76 16 2
3464 12.05 58.33 58 48 17.1 87 15 0 0 7.7 8 8 3.01 14 1
3487 11.86 57.24 58 69 17.9 87 11 0 0 7.94 8 10 3.08 16 2
2472 11.78 59.98 62 79 18.4 88 13 0 0 7.4 7.5 6 3.22 16 0
3729 11.63 60.49 60 78 16.5 88 17 0 0 7.29 8 8 3.11 14 0
2607 11.30 63.5 64.5 78 15.4 88 22 0 0 6.94 7 8 2.76 14 0
1099 11.01 56.64 58 78 16.3 87 11 0 0 8.14 8 8 2.80 16 0
1188 10.75 59.63 60.5 60 18.7 87 4 0 1 7.57 8 10 3.32 18 2
1094 10.12 60.57 60 60 16.8 87 21 0 0 7.46 8 10 2.99 14 1
1646 10.09 57.44 58 68 16.4 87 18 0 0 8.03 8 6 2.84 14 0
1522 10.08 60.15 62 62 17.1 88 15 0 0 7.49 8 8 3.11 14 0
884 9.71 57.12 59 49 17.5 88 11 0 0 8.01 8 8 3.04 16 2
3574 7.34 61.13 64 73 19.6 88 8 0 1 7.31 8 8 3.52 18 0
1557 7.12 63.29 64 83 14.3 87 16 0 0 7.05 7 6 2.62 15 2
3374 6.79 59.68 60 66 17.3 87 21 0 0 7.53 8 8 3.10 14 2
357 6.68 62.17 64 71 15.4 88 16 0 0 7.14 7.5 8 2.74 14 0
751 6.64 64.79 68 74 17.7 88 19 0 0 6.71 6 6 3.24 14 0
1266 6.52 62.73 66.5 69 18.2 88 4 0 1 7.13 6 6 3.35 18 0
1706 6.21 63.02 65 81 17.1 88 12 0 0 7.12 8 6 3.11 16 0
3711 5.99 64.35 67.5 62 17.1 88 15 0 0 6.77 6 6 3.23 16 0
1288 5.75 62.41 65 36 17.4 88 22 0 0 7.1 6.5 6 3.17 13 0
159 5.24 67.09 70.5 88 17.2 88 15 0 0 6.31 6 6 3.19 15 0
1444 5.14 65.92 68 61 15.2 88 23 0 0 6.67 6 6 2.88 14 0
3397 4.82 67.17 69.5 73 14.8 88 15 0 0 6.37 6 6 2.77 16 0
3645 4.38 67.01 69.5 72 14.0 88 34 0 0 6.43 6 6 2.60 12 2
3588 3.72 66.94 71 81 15.6 88 32 0 0 6.49 6 8 2.88 12 0
329 3.56 69.34 72 72 14.5 88 35 0 0 5.99 6 6 2.90 12 0
3526 3.02 66.54 70 54 16.6 88 16 0 0 6.48 6 6 3.10 14 0
999 2.87 68.78 71 70 14.0 88 32 0 0 6.17 6 6 2.68 12 0
3528 2.79 69.08 72.5 85 13.9 88 31 0 0 6.04 6 6 2.67 12 0
3527 1.59 69.66 73 84 14.1 88 24 0 0 6.01 6 6 2.71 13 0
3466 0.36 72.22 77 88 14.5 88 25 0 0 5.51 5.5 4 2.83 14 0
1212 -0.45 72.58 75.5 86 12.9 88 42 0 0 5.43 6 6 2.68 10 0
3132 -0.65 72.83 75.5 85 12.5 88 34 0 0 5.57 6 6 2.48 12 0
1700 -2.74 76.83 78.5 87 10.2 88 46 0 0 4.86 4 6 2.32 10 0
151 -4.18 72.66 76.5 88 12.9 88 33 0 0 5.65 6 4 2.65 12 0
3750 -5.61 74.03 77 88 13.1 88 31 0 0 5.24 6 6 2.83 12 0