In [14]:
# OUTPUT_CELL
display(Markdown(output))
DAY 6 FOR THE REGGIE BUSH LEAGUE, 2026¶
WELCOME TO THE ELITE EIGHT¶
Only 7 games left, only 128 possible paths¶
DAY 6 SCORES¶
rank score champ runner-up
1 750 Nathaniel Michigan Duke
2 710 Matt Manderfeld Arizona Florida
3 700 Alex ML Florida Iowa State
700 Paul Mazanec Michigan UConn
5 690 Paul Mazane Arizona Michigan State
6 680 Lauren Wanski Houston Michigan
7 670 G Holland Duke Purdue
8 660 Ross Michigan Florida
9 650 Julia Barclay Virginia Duke
650 Sean Arizona Duke
11 640 Casey Farrell Florida Arizona
640 Dave Arizona Florida
13 630 Jim Gammill Purdue Illinois
14 620 Ben Truboff Gonzaga Duke
620 Joel Worthington Arizona UConn
620 Kevin Broich Arizona Illinois
620 Rob Hamilton Florida Iowa State
620 Shonak Patel Arizona Houston
19 610 Celia R Arizona Florida
610 Michael Tracy Iowa State Houston
610 Susan Alexander UConn Arizona
22 600 Brett Michigan UConn
600 Jason Matos Arizona Houston
600 Wyatt Iowa State Houston
25 590 Griffin Gammill Duke Purdue
590 Hampton Barclay Michigan Duke
27 580 Ben Sampson Duke Arizona
580 Caroline Gammill UConn Virginia
580 Matt Manderfeld Michigan Houston
30 570 Peter Felion Duke Iowa State
31 560 Dan Rothstein Michigan Illinois
560 Steve Maltzman UConn Michigan
33 550 Robbie Michigan UConn
34 540 Will Davis Arizona Florida
35 520 Andrew Koziol Duke Michigan
520 Chris Leidel Arizona Kansas
37 510 Nathan Rothstein Iowa State Houston
38 480 Bibeka Alabama Houston
39 470 Matt Saldana UConn Santa Clara
40 460 Kristen Carothers UConn Gonzaga
41 430 Ben Sampson Iowa State Houston
Only 14 brackets can win...¶
CHAMP RUNNERUP
Jim Gammill Do the 'due Purdue Illinois
Nathaniel Demented Sun Devil Michigan Duke
Paul Mazanec Lombardhoopz Michigan UConn
G Holland Teamocil Duke Purdue
Kevin Broich Broichetology Arizona Illinois
Susan Alexander SHABOOZI UConn Arizona
Sean yiseowl Arizona Duke
Matt Manderfeld Mitt's Picks Arizona Florida
Steve Maltzman Hurley's World UConn Michigan
Joel Worthington NIL'la Wafers Arizona UConn
Ben Sampson I Just Blue Myself Duke Arizona
Andrew Koziol Boozers Ain't Loozers Duke Michigan
Alex ML Terps Florida Iowa State
Casey Farrell McNerves Florida Arizona
EXPECTED VALUES from equal weighted paths¶
E(value) Pr(1st) Pr(2nd) Pr(3rd) Avg-Win Best-Win
1 Jim Gammill 134.75 20.31 1.56 5.47 1242 1590
2 Nathaniel 134.25 19.53 10.16 14.06 1249 1710
3 Paul Mazanec 81.00 10.94 6.25 8.59 1191 1580
4 G Holland 77.00 10.16 16.41 7.03 1193 1470
5 Kevin Broich 73.00 9.38 9.38 8.59 1220 1580
6 Susan Alexander 65.25 9.38 3.12 3.91 1290 1490
7 Sean 33.50 4.69 1.56 3.12 1343 1450
8 Matt Manderfeld 32.50 3.12 10.16 4.69 1250 1350
9 Steve Maltzman 28.00 3.12 6.25 3.12 1400 1440
10 Joel Worthington 24.50 3.12 3.91 1.56 1420 1420
11 Ben Sampson 23.50 3.12 1.56 3.12 1380 1380
12 Andrew Koziol 17.25 2.34 0.78 2.34 1320 1320
13 Alex ML 14.50 1.56 3.12 4.69 860 860
14 Casey Farrell 11.50 1.56 1.56 0.00 1000 1040
15 Griffin Gammill 8.75 0.00 4.69 9.38 0 0
16 Caroline Gammill 7.00 0.00 3.12 6.25 0 0
Ross 7.00 0.00 4.69 3.91 0 0
18 Hampton Barclay 5.25 0.00 3.91 3.12 0 0
19 Dan Rothstein 5.00 0.00 4.69 0.78 0 0
20 Lauren Wanski 4.50 0.00 3.12 2.34 0 0
21 Paul Mazane 3.75 0.00 0.78 6.25 0 0
22 Brett 2.50 0.00 1.56 1.56 0 0
23 Julia Barclay 2.00 0.00 2.34 0.78 0 0
24 Robbie 1.75 0.00 0.78 1.56 0 0
25 Celia R 0.75 0.00 0.00 2.34 0 0
Shonak Patel 0.75 0.00 0.00 2.34 0 0
27 Dave 0.50 0.00 0.00 0.78 0 0
28 Ben Sampson 0.00 0.00 0.00 0.00 0 0
Ben Truboff 0.00 0.00 0.00 0.00 0 0
Bibeka 0.00 0.00 0.00 0.00 0 0
Chris Leidel 0.00 0.00 0.00 0.00 0 0
Jason Matos 0.00 0.00 0.00 0.00 0 0
Kristen Carothers 0.00 0.00 0.00 0.00 0 0
Matt Manderfeld 0.00 0.00 0.00 0.00 0 0
Matt Saldana 0.00 0.00 0.00 0.00 0 0
Michael Tracy 0.00 0.00 0.00 0.00 0 0
Nathan Rothstein 0.00 0.00 0.00 0.00 0 0
Peter Felion 0.00 0.00 0.00 0.00 0 0
Rob Hamilton 0.00 0.00 0.00 0.00 0 0
Will Davis 0.00 0.00 0.00 0.00 0 0
Wyatt 0.00 0.00 0.00 0.00 0 0
LINKS FOR TODAY AND PREVIOUS DAYS¶
You will be able to find this page later at jgweb.info/2026/RBL-Day6.html.
EARLIER PAGE LINKS¶
Day 0: jgweb.info/2026/RBL-Day0.html.
Day 1: jgweb.info/2026/RBL-Day1.html.
Day 2: jgweb.info/2026/RBL-Day2.html.
Day 3: jgweb.info/2026/RBL-Day3.html.
Day 4: jgweb.info/2026/RBL-Day4.html.
Day 5: jgweb.info/2026/RBL-Day5.html.
HEAT MAPS¶
In [15]:
# OUTPUT_CELL
fig = heatMaps(*heatMapTup)
