Data-Driven Sailing Home ICSA ISSA

Predicted lineups — this week

Who the model thinks each school will actually put on the water, for every upcoming Fall 2026 regatta — not just which school is favored, but which specific sailors get picked. See simulated results → for what these lineups mean for who actually wins.

Predicted skipper: a neural lineup-selection model (trained on years of actual skipper selections) picks a skipper for each division — A, B, etc. — from each school's live f26 roster, using recent race frequency, current Plackett–Luce rating, and regatta strength as features. Strength is grounded in real history where possible: it's the actual field from last year's matching edition of that regatta (matched by host + name, since regatta names drift year to year) — each school's best current-rated sailor who actually raced it then, falling back to this year's current-roster-best only for schools that didn't race it last year or when no matching regatta is found at all. Where a school's fall roster page isn't fully published yet, candidates are carried forward (marked ) from their f25 roster or actual Spring 2026 race participation, excluding anyone who graduated in the Class of 2026.
Predicted crew: this is not model output — the selection model was only ever trained on skipper choices. It's a simple, weaker heuristic: each predicted skipper's most frequent actual crew partner over the last two seasons of real results (shown as races together / races with any crew), not a probability estimate.

Every regatta this week

SAISA North Top 6 Invite
UNC Wilmington · 09/12/2026 · 6 schools
Last year's field (SAISA North Top 6 Invitational (f25), 276 sailors) — mean 0.99, median 0.83, max 2.75 rating
SchoolPredicted SkipperPredicted Crew
Clemson University
A Luke Adams (1.05) 16%
A Matthew Laufer (25/48)
College of Charleston
A Jonnie Ciffolillo (2.72) 25%
A Andrea Melnik (22/31)
Duke University
A Jack Wigmore (-0.02) 38%
A Ava Wietlisbach (16/25)
North Carolina State University
A Kevin Gosselin (2.26) 25%
A Joseph Morgan (11/20)
University of North Carolina at Wilmington
A Elliot Neve (-1.16) 21%
A Emi Ollice (16/24)
University of South Carolina
A Sarah Plants (0.23) 40%
A No Show (11/28)
SAISA South Top 6 Invite
South Florida · 09/12/2026 · 6 schools
Last year's field (SAISA South Top 6 Invitational (f25), 227 sailors) — mean 1.14, median 1.28, max 2.69 rating
SchoolPredicted SkipperPredicted Crew
Eckerd College
A Pj Rodrigues (2.40) 41%
A Avery Guck (105/105)
Florida State University
A Kamron Kaiser (1.36) 46%
A Suzie Nguyen (55/68)
Jacksonville University
A Cole Schweda (2.51) 20%
A Taylor Collison (64/69)
Rollins College
A Milo Miller (2.02) 35%
A Alexander Goldsmith (29/45)
University of Miami
A David Webb (1.13) 28%
A Arantxa Argibay (3/10)
University of South Florida
A Efe Guder (1.99) 30%
A Macy Parke (56/69)
Fall Fury
Wisconsin · 09/12/2026 · 11 schools
Last year's field (Fall Fury (f25), 173 sailors) — mean 0.15, median 0.14, max 2.10 rating
SchoolPredicted SkipperPredicted Crew
Arizona State University
A Juan Casal (0.93) 66%
B Samantha George (-0.08) 26%
A Veja Zaprauskis (45/45)
B Will Harris (2/2)
Hope College
A Lucas Nykamp (1.49) 88%
B Caroline Henry (0.10) 78%
A Ella Sligh (22/33)
B Adelyn Zimmerman (28/47)
Michigan State University
A Sophia Worden (-0.50) 22%
B Lucia Sharp (-0.92) 72%
A no crew history
B Sophia Worden (12/24)
Michigan Technological University
A Lucas Rodenroth (1.54) 64%
B Casey Dietsch (0.74) 60%
A Lillian Molitor (21/29)
B Gavin Parsons (15/33)
Northern Michigan University
A Will Turner (0.42) 94%
B Johnny Swords (-0.39) 100%
A Erica Burcar (14/18)
B Maggie Swords (4/4)
Northwestern University
A Jake Weinstein (1.78) 33%
B Gavin Eskilson (1.34) 44%
A Miranda Beitel (8/10)
B Miranda Beitel (16/24)
Purdue University
A Christopher Draper (0.70) 41%
B Gavin Holmes (0.29) 41%
A no crew history
B Olivia Degrella (11/11)
University of Michigan
A Lorenzo Puertas (2.10) 24%
B Graham Rebain (1.49) 25%
A Grace Redner (65/89)
B Tilden Coate (14/32)
University of Minnesota
A Thomas Marino (1.04) 67%
B Joshua Van Norman (0.20) 52%
A no crew history
B Rachel Yanoff (10/21)
University of Wisconsin
A Abe Weston (1.82) 61%
B Adam Pickhardt (1.05) 53%
A Paige Kurtenbach (41/41)
B no crew history
Western Michigan University
A Tanner Leikam (-0.51) 100%
A Holden Gray (4/4)
SAISA Women's Singlehanded Championship
U. Miami · 09/12/2026 · 5 schools
Last year's field (SAISA Women's Singlehanded Champs (f25), 18 sailors) — mean 1.78, median 1.66, max 2.79 rating
SchoolPredicted SkipperPredicted Crew
College of Charleston
A Bella Shakespeare (2.79) 54%
B Ashley Alfortish (2.61) 52%
A Lucy Elvart (41/89)
B Andrea Melnik (40/105)
Florida Institute of Technology
A Abigail Hesterhagen (-1.36) 34%
A Martina Nicolay (12/20)
Rollins College
A Annie Samis (1.66) 34%
A Jane Mckenzie (67/77)
University of Miami
A Arantxa Argibay (1.03) 68%
A Gizela Kohan (14/35)
University of South Florida
A Kailey Warrior (2.06) 30%
A Esme Pray (14/107)
Riley Cup
Old Dominion · 09/12/2026 · 14 schools
Last year's field (Riley Cup (f25), 538 sailors) — mean 0.84, median 0.57, max 3.29 rating
SchoolPredicted SkipperPredicted Crew
American University
A Miles White (0.33) 52%
B James Cottage (-0.03) 72%
A Scarlett Ray (12/22)
B Claire Gover (20/40)
Christopher Newport University
A Walter Roou (0.47) 62%
B Griffin Donahoe (0.26) 100%
A Jacob Fleming (24/24)
B Corine Glickstein (14/14)
George Washington University
A Hayden Clary (0.98) 39%
B Caitlyn Schwartz (-0.00) 36%
A Julia Mole (97/128)
B no crew history
Georgetown University
A Peter Herlihy (3.42) 39%
B Pierce Olsen (3.33) 46%
C Peter Barnard (2.93) 35%
D Fynn Olsen (2.61) 21%
A Scarlett Harris (36/36)
B Ava Cohen (9/9)
C Teddy Stoldt (24/24)
D no crew history
Hampton University
A Ivet Bejar (0.13) 93%
B Jackson Manley (-1.64) 100%
A Micah Brandel (28/76)
B Kera Beckles (28/28)
Old Dominion University
A Marina Conde (2.30) 29%
B Pierce Brindley (2.20) 43%
C Blake Goodwin (1.96) 30%
D Madison Bivins (-0.65) 15%
A Molly Hanson (45/98)
B Madison Bivins (34/46)
C Emil Body-Goldberg (6/36)
D no crew history
Penn State University
A Joseph Murphy (1.50) 60%
B Claire Sullivan (1.17) 82%
A Isabell Thill (37/56)
B Katie Loeper (8/15)
St. Mary's College of Maryland
A Nathan Jensen (2.91) 57%
B Landon Cormie (2.76) 68%
C Scott Opert (1.65) 28%
D Max Kleha (1.32) 23%
A Brooke Bertrand (78/78)
B no crew history
C Emery Strockbine (14/35)
D Lois Jones (14/14)
U. S. Naval Academy
A Kyle Reinecke (3.29) 66%
B Henry Allgeier (3.07) 49%
C Hugh Carty (2.39) 27%
D Umi Noritake (2.36) 23%
A Ana Lynch Smith (31/31)
B Fiona Cullen (49/49)
C Eva Ottenbreit (8/30)
D Eva Ottenbreit (8/8)
University of Delaware
A Jake Alexander (-0.32) 31%
B Anna Kucharik (-0.65) 41%
A Jonluke O'Cain (6/8)
B Catalina Cedeno (2/2)
University of Maryland
A Eli Leopold (0.58) 33%
B Connor Smith (0.46) 45%
A Ken Tashiro (13/41)
B Roan Olson (16/17)
University of Virginia
A Grace Earl (0.94) 50%
B Gracie Goodwin (-0.11) 33%
A Abigail Burritt (14/14)
B Jackson Beam (28/70)
Virginia Tech
A James Lilyquist (1.55) 57%
B Zachary Bender (1.22) 95%
A Arturo Soriano Iii (51/103)
B Ray Mcdonald (22/53)
William and Mary
A Eric Johnson (0.25) 36%
B Hugh Carney (-0.22) 21%
A no crew history
B Elizabeth Thesmar (4/4)
Chester River Open
Washington College · 09/12/2026 · 5 schools
No matching regatta last year — strength estimated from current rosters instead.
SchoolPredicted SkipperPredicted Crew
Princeton University
A Advik Eswaran (0.47) 18%
A Alex Wszolek (30/75)
U. S. Naval Academy
A Leo Robillard (2.25) 15%
A Ethan Martin (28/48)
University of Delaware
A Kylie Mccabe (-0.82) 32%
A Ryan Curran (10/10)
University of Maryland/Baltimore Countyno prediction available
Washington College
A Alexander Salzberg (0.30) 36%
A Soledad Fintel (22/64)
Mt. Hope Bay Invite
Roger Williams · 09/12/2026 · 5 schools
Last year's field (Mt. Hope Bay Invite (f25), 240 sailors) — mean 0.58, median 0.55, max 2.19 rating
SchoolPredicted SkipperPredicted Crew
Massachusetts Maritime Academy
A Luke Kenahan (1.02) 52%
B Zach Earnshaw (0.66) 47%
C Evan Tofolo (0.56) 38%
A Mallory Dietsch (35/35)
B Zachary Starr (12/40)
C Luke Dubois (22/39)
Roger Williams University
A Edward Herman (2.19) 19%
B Ludwik Grzelak (1.85) 17%
C Carl Furhoff (1.42) 26%
A Max Hanson (12/32)
B Panni Missura (25/30)
C Emily Gaillard (20/25)
Salve Regina University
A Jack Schneider (1.63) 55%
B Robert Heath (1.02) 58%
C Emilia Perriera (0.59) 32%
A Emma Sharpe (96/96)
B Bridget Theisen (55/55)
C Nina Muscarella (53/66)
U. S. Coast Guard Academy
A Joey Richardson (1.86) 19%
B David Vinogradov (1.61) 21%
C John Fichtenholtz (1.18) 20%
A Julian Henderson (17/33)
B Will Bryant (8/25)
C Sydney Zylinski (15/48)
University of Rhode Island
A Leonardo Burnham (1.83) 22%
B Zachary Severson (1.74) 40%
C Pierson Falk (1.29) 20%
A Ava Kiss (23/70)
B Ava Deangelis (18/39)
C Quin Schneider (12/38)
Penobscot Bay Open
Maine Maritime · 09/12/2026 · 8 schools
Last year's field (Penobscot Bay Open (f25), 212 sailors) — mean 0.38, median 0.55, max 1.61 rating
SchoolPredicted SkipperPredicted Crew
Bates College
A Gabriel Holmes (0.00) 33%
A Christopher Jenkins (7/7)
Boston University
A Aadi Sethi (0.29) 13%
A Wilson Von Rohr (7/13)
Maine Maritime Academy
A Toby Clarkson (1.61) 32%
B Finn Deprez (1.26) 25%
A Isabel Dickson (14/62)
B George White (26/30)
Massachusetts Maritime Academy
A Zach Earnshaw (0.66) 17%
A Zachary Starr (12/40)
McGill University
A Eben Dooling (0.85) 55%
A Adrianna Ruffolo (4/8)
Northeastern University
A Caeden Nodurft (1.12) 17%
A Matthew Chen (21/49)
Salve Regina University
A Emilia Perriera (0.59) 17%
A Nina Muscarella (53/66)
University of New Hampshire
A Ted Richardsson (0.55) 27%
A Nathan Kluskiewicz (40/48)
Harman Cup
Maine Maritime · 09/12/2026 · 8 schools
No matching regatta last year — strength estimated from current rosters instead.
SchoolPredicted SkipperPredicted Crew
Boston University
A Max Teo (2.49) 25%
A Meg Woolverton (49/70)
Bowdoin College
A Michelangelo Vecchio (2.43) 19%
A Elizabeth Wire (16/57)
Maine Maritime Academy
A Toby Clarkson (1.61) 21%
A Isabel Dickson (14/62)
Massachusetts Maritime Academy
A Luke Kenahan (1.02) 29%
A Mallory Dietsch (35/35)
Northeastern University
A Gavin Hudson (2.01) 20%
A Winter Vetrone (6/55)
Tufts University
A Pearse Dowd (2.81) 15%
A Sean Beaver (24/37)
University of New Hampshire
A Ted Richardsson (0.55) 42%
A Nathan Kluskiewicz (40/48)
University of Vermont
A Jack Taylor (0.51) 25%
A no crew history
Harry H. Anderson Jr. Trophy
Yale · 09/12/2026 · 17 schools
Last year's field (Harry Anderson Trophy (f25), 324 sailors) — mean 1.71, median 2.00, max 3.57 rating
SchoolPredicted SkipperPredicted Crew
Babson College
A James Zanenga (0.75) 100%
A Szymon Jurczyk (30/30)
Boston College
A Cody Roe (2.85) 43%
B Alex Lech (2.54) 32%
A Christian Yanoti (32/32)
B Ainsley West (4/6)
Boston University
A Max Teo (2.49) 86%
B Beckett Shinn (1.83) 32%
A Meg Woolverton (49/70)
B Amanda Wong (9/9)
Bowdoin College
A Michelangelo Vecchio (2.43) 70%
B Lucca Antonietti (2.06) 34%
A Elizabeth Wire (16/57)
B Maggie Tripp (27/37)
Brown University
A Blake Behrens (3.57) 49%
B James Brock (3.21) 28%
A Vera Allen (6/58)
B Phoebe Fogarty (16/37)
Connecticut College
A Henry Scholz (1.99) 49%
B William Hurd (1.80) 66%
A Vivian Smith (28/28)
B Madeline Synnestvedt (42/55)
Dartmouth College
A Ryan Satterberg (3.16) 48%
B Chase Decker (3.13) 52%
A Vivian Heitkoetter (7/63)
B no crew history
Harvard University
A Robby Meek (3.28) 55%
B Jacob Posner (2.88) 59%
A Rosella Irfan (24/24)
B Amelie Zucker (27/27)
Massachusetts Institute of Technology
A Robert Ulmer (2.85) 72%
B William Kulas (2.40) 48%
A Ellie Pinto (55/61)
B Elliott Chalcraft (49/55)
McGill University
A Eben Dooling (0.85) 52%
B Noe Portelance (0.37) 72%
A Adrianna Ruffolo (4/8)
B Myah Hassan (9/18)
Northeastern University
A Gavin Hudson (2.01) 34%
B Charles Wilkinson (1.67) 36%
A Winter Vetrone (6/55)
B Ryan Tedeschi (34/67)
Roger Williams University
A Carlos De Castro (3.56) 64%
B Parker Moore (3.01) 28%
A Jed Lory (35/38)
B Maddy Martin (14/56)
Tufts University
A Pearse Dowd (2.81) 56%
B Courtland Doyle (1.90) 21%
A Sean Beaver (24/37)
B Sean Beaver (11/20)
U. S. Coast Guard Academy
A Richard Pokorny (2.10) 38%
B Benjamin Reeser (2.04) 38%
A Grace Boudreau (14/67)
B Isabella Clark (29/33)
University of Rhode Island
A Keith Grupenhoff (2.33) 46%
B Christopher Chwalk (1.91) 44%
A Eric Pohl (42/65)
B Ava Kiss (8/24)
University of Vermont
A Julia Brighton (-0.17) 33%
B Cooper Smith (-0.53) 90%
A no crew history
B Marguerite Torres Stickney (29/64)
Yale University
A Morgan Pinckney (3.18) 68%
B Dorothy Mendelblatt (2.88) 36%
A Annabel Woodworth (49/49)
B Clara Dã­Az Suã¡Rez (1/72)
SAISA Open Singlehanded Championship
U. Miami · 09/12/2026 · 5 schools
Last year's field (SAISA Open Singlehanded Champs (f25), 60 sailors) — mean 0.71, median 0.91, max 2.38 rating
SchoolPredicted SkipperPredicted Crew
College of Charleston
A Georgia Shuster (2.15) 21%
B Belle Placa (1.60) 57%
A Belle Placa (12/21)
B no crew history
Jacksonville University
A Hank Seum (2.45) 16%
A Madison Mihan (29/51)
North Carolina State University
A Kevin Gosselin (2.26) 24%
A Joseph Morgan (11/20)
University of Central Florida
A Rain Hong (-0.81) 100%
A Luisa Ramirez (11/31)
University of Miami
A William Stratton (2.03) 23%
A Ana Stewart (21/59)
Northeast Qualifier 1
Stony Brook · 09/13/2026 · 7 schools
Last year's field (Northeast Qualifier #1 (f25), 78 sailors) — mean -0.41, median -0.52, max 1.20 rating
SchoolPredicted SkipperPredicted Crew
Columbia University
A Stella Manyan (0.03) 81%
B Elizabeth Frost (1.61) 100%
A Nadia Fisch (16/26)
B Stella Manyan (68/122)
Hamilton College
A Alan Becker (0.91) 96%
B Reid Chapman (-1.23) 100%
A Mary Powell (13/13)
B Nat Gale (6/14)
SUNY Maritime College
A Nathaniel Hartwell (1.20) 32%
B Jeremy Lunati (0.53) 22%
A Juliana Sarich (25/61)
B Juliana Sarich (34/50)
SUNY Stony Brook
A Jeffrey Rhoads (-0.24) 38%
B Sophia Dimont (-0.76) 34%
A Amy Chen (12/28)
B Avery Connor (2/34)
Stevens Institute of Technology
A Oscar Mcmahan (-0.78) 55%
B Tristan Feves (-1.89) 55%
A Jack Ceriello (8/13)
B Nolan Thompson (14/21)
U. S. Merchant Marine Academy
A Benjamin Mohrman (1.07) 23%
B Kevin Ryan (0.48) 22%
A Peter Mascilli (22/42)
B Elliott Chamberland (8/30)
U. S. Military Academy
A Morgan Zylinski (0.03) 69%
B Ella Dieterlen (-1.16) 50%
A Matthew Grube (7/7)
B Madelyn Zimmerman (10/10)
SAISA North Fall Tournament
UNC Wilmington · 09/13/2026 · 12 schools
Last year's field (SAISA North Fall Tournament (f25), 99 sailors) — mean -0.06, median -0.19, max 1.64 rating
SchoolPredicted SkipperPredicted Crew
Clemson University
A Ian Richardson (1.64) 26%
B Luke Adams (1.05) 20%
A Madeleine Harris (49/65)
B Matthew Laufer (25/48)
Davidson College
A Nicholas Skarbek-Borowski (-0.67) 46%
B Taehee Kim (-0.79) 50%
A Ken Xia (11/11)
B no crew history
Duke University
A Jack Wigmore (-0.02) 35%
B Kay Lyon (-0.56) 35%
A Ava Wietlisbach (16/25)
B Ava Wietlisbach (12/12)
North Carolina State University
A Callen Burnett (1.56) 30%
B Adam Nilsson (1.11) 28%
A Anneliese Farner (14/23)
B Eleanor Crandall (18/18)
The Citadel
A Ben Stevenson (-0.73) 73%
B Richard Batton (-1.18) 100%
A Daniel Mckenzie (9/9)
B Dominic Catalano (5/5)
University of Georgia
A Nate Wilson (0.00) 82%
B Buckley Wiley (-1.03) 100%
A Mariam Kalathil (6/6)
B Sam Dreamer (14/20)
University of North Carolina
A Julia Brighton (-0.17) 76%
B Lillian Copplestone (-0.78) 100%
A no crew history
B no crew history
University of North Carolina at Wilmington
A Christopher Tierney (-0.62) 42%
B Elliot Neve (-1.16) 25%
A Broderick Dayalu (12/21)
B Emi Ollice (16/24)
University of South Carolina
A Henry Elmore (0.63) 52%
B Sarah Plants (0.23) 64%
A Theresa Ziehl (30/42)
B No Show (11/28)
University of Tennessee
A Jack Riley (1.55) 87%
B Karina Nieting (-0.17) 26%
A Sydney Krahulik (47/69)
B Jacob Townsend (5/22)
Vanderbilt University
A Haonan Wang (0.00) 100%
A Allison Valji (6/6)
Wake Forest University
A Quinn Healey (0.58) 85%
B Yolanda Fan (-0.19) 100%
A Yolanda Fan (3/3)
B no crew history
SAISA South Fall Tournament
South Florida · 09/13/2026 · 10 schools
Last year's field (SAISA South Fall Tournament (f25), 284 sailors) — mean 0.42, median 0.24, max 2.45 rating
SchoolPredicted SkipperPredicted Crew
Eckerd College
A Pj Rodrigues (2.40) 65%
B Jordan Vieira (2.11) 86%
C Peter Miller (1.11) 100%
A Avery Guck (105/105)
B no crew history
C Peyton Seidle (68/68)
Embry-Riddle University
A Mason Howell (0.19) 47%
B Jess Dai (-0.49) 17%
A Christopher Cunha (25/51)
B Lawson Policari (6/18)
Florida Institute of Technology
A Colin Yarbrough (0.26) 75%
B Matthew Schuler (-0.33) 48%
A Carson Rocha (8/8)
B Carson Rocha (12/28)
Florida State University
A Kamron Kaiser (1.36) 64%
B Carter Weatherilt (1.07) 98%
C Samantha Eckert (0.06) 72%
D Sidney Sicignano (-0.31) 42%
A Suzie Nguyen (55/68)
B Suzie Nguyen (60/74)
C Zz Nichols (37/88)
D Joshua Osborne (2/2)
Jacksonville University
A Hank Seum (2.45) 42%
B Parker Thran (1.87) 47%
C Mason Mattice (1.76) 49%
D Fiona Froelich (1.42) 59%
E Sean Ellison (1.27) 33%
F Ella Wisely (0.63) 19%
A Madison Mihan (29/51)
B Cyra Morano (6/37)
C Cheyenne Dooley (8/55)
D Cheyenne Dooley (90/114)
E Madison Mihan (8/30)
F no crew history
Palm Beach Atlantic University
A Dawson Kohl (1.66) 93%
B Gabby Ramia (0.37) 53%
C Nathan Hjort (0.32) 67%
D Priscilla Foster (-0.07) 46%
A Priscilla Foster (43/81)
B Jacey Daly (18/49)
C Kalia Peterson (28/72)
D Grace Vangessel (12/18)
University of Central Florida
A Rain Hong (-0.81) 100%
A Luisa Ramirez (11/31)
University of Florida
A Savannah Kautz (0.21) 40%
B Ayden Feria (-0.10) 42%
A Lia Maman (12/32)
B Jay Teters (12/24)
University of Miami
A William Stratton (2.03) 69%
B David Webb (1.13) 48%
C Arantxa Argibay (1.03) 58%
D Christopher Mccollum (0.63) 26%
A Ana Stewart (21/59)
B Arantxa Argibay (3/10)
C Gizela Kohan (14/35)
D no crew history
University of South Florida
A Efe Guder (1.99) 40%
B Marina Dreyfuss (1.39) 28%
C Ghislaine Van Empel (1.41) 40%
D Sara Menesale (1.11) 48%
E Esme Pray (0.73) 37%
F Catherine Brennan (-0.03) 32%
A Macy Parke (56/69)
B Ivy Dumas (14/32)
C Catherine Brennan (87/87)
D Ivy Dumas (26/68)
E Ivy Dumas (2/19)
F no crew history