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NCAA Fantasy Hockey Mid-Season Break: Who’s on the upswing?

Comparing the second half of the first half to the first half of the first half to get a better idea of how the first half of the second half will go

Clarkson Athletics

Some players start off hot and cool off. Some come into their own as the season goes on. And as a fantasy manager it’s your job to leap on the second kind of player, and discard the first kind as the useless parasites they are. Welcome to the second part of the Ice Garden’s Fantasy Hockey Holiday Special! Good will to all people except underperformers at hockey!

It’s getting better all the time

With a bit of Google Sheets manipulation, I was able to work out which date marked the halfway point of the first half of the season for each team, i.e. the point at which they’d played half of their games so far. This might be off by a game in one direction or the other: the sheet only stores the points at the end of a given week, so if the halfway game was the first game of a two-game weekend there was no easy way to correct for that.

Given that date, I could work out how many points a player had scored before and after that, and translate that into points per team game played in the second half of the first half of the season, and compare it to points per game in the entire first half of the season. This gives a sense of who’s playing better going into the break than they were coming off their summer vacation.

There are lots of caveats here, of course. The season is pretty short. A quarter season ranges from six games for Harvard to 11 games for Robert Morris, and even 11 games is short enough that a player could simply get lucky or unlucky over that whole stretch. So anything that looks like a trend could simply be noise. Having said that, it maybe gives us a sense of who might be flying a little under the radar and how we might expect them to do. So here are the expected points for the second half of the season, based on performance in the second half of the first half of the season.

Changes between the first and second half of the first half of the season

Player School Points per game in the second half of the first half Points per game Difference Expected points Expected points based on whole first half Difference
Player School Points per game in the second half of the first half Points per game Difference Expected points Expected points based on whole first half Difference
Jesse Compher BU 2.55 2.04 0.51 40.8 32.7 8.1
Lindsay Reed Harvard 1.85 1.53 0.32 31.45 25.93 5.52
Jaime Bourbonnais Cornell 1.94 1.23 0.71 31.04 19.69 11.35
Alina Mueller Northeastern 1.73 1.48 0.25 27.68 23.62 4.06
Jessie Eldridge Colgate 1.69 1.46 0.23 27.04 23.29 3.75
Chloé Aurard Northeastern 1.67 1.28 0.39 26.72 20.42 6.3
Elizabeth Giguère Clarkson 1.6 1.97 -0.37 25.6 31.47 -5.87
Maureen Murphy Providence 1.79 1.86 -0.07 25.06 25.98 -0.92
Abigail Levy Minnesota State 1.71 1.68 0.03 23.94 23.53 0.41
Claire Thompson Princeton 1.7 1.36 0.34 23.8 19.1 4.7
Sammy Davis BU 1.41 1.41 0 22.56 22.5 0.06
Loren Gabel Clarkson 1.4 1.75 -0.35 22.4 28 -5.6
Megan Keller BC 1.57 1.52 0.05 21.98 21.21 0.77
Abby Cook BU 1.3 1.03 0.27 20.8 16.4 4.4
Kelly Pannek Minnesota 1.57 1.18 0.39 20.41 15.28 5.13
Michaela Pejzlová Clarkson 1.27 1.64 -0.37 20.32 26.31 -5.99
Carly Jackson Maine 1.24 0.79 0.45 19.84 12.72 7.12
Grace Zumwinkle Minnesota 1.52 1.21 0.31 19.76 15.73 4.03
Terra Lanteigne RIT 1.48 1.46 0.02 19.24 18.99 0.25
Karlie Lund Princeton 1.36 1.1 0.26 19.04 15.4 3.64
Corinne Schroeder BU 1.19 1.14 0.05 19.04 18.25 0.79
Emily Brown Minnesota 1.46 1.19 0.27 18.98 15.41 3.57
Annie Pankowski Wisconsin 1.35 1.18 0.17 17.55 15.28 2.27
Willow Slobodzian Cornell 1.09 0.65 0.44 17.44 10.46 6.98
Kyra Smith UNH 1.33 0.8 0.53 17.29 10.37 6.92
Skylar Fontaine Northeastern 1.08 0.99 0.09 17.28 15.81 1.47
Julia Vandyk Colgate 1.07 1.08 -0.01 17.12 17.29 -0.17
Sarah Fillier Princeton 1.21 1.02 0.19 16.94 14.3 2.64
Kristin Della Rovere Harvard 0.98 0.75 0.23 16.66 12.75 3.91
Brooke Hobson Northeastern 1.04 1.11 -0.07 16.64 17.79 -1.15
Makenna Newkirk BC 1.17 1.12 0.05 16.38 15.61 0.77
Kerigan Dowhy Bemidji 1.16 0.71 0.45 16.24 9.87 6.37
Taylor Wente Minnesota 1.24 0.82 0.42 16.12 10.6 5.52
Nicole Schammel Minnesota 1.21 1.22 -0.01 15.73 15.86 -0.13
Mekenzie Steffen Wisconsin 1.21 1.01 0.2 15.73 13.07 2.66
Jaycee Gebhard Robert Morris 1.57 1.46 0.11 15.7 14.59 1.11
Kasidy Anderson Northeastern 0.98 0.81 0.17 15.68 12.89 2.79
Connor Galway BU 0.98 0.61 0.37 15.68 9.8 5.88
Dominique Kremer Merrimack 1.02 0.98 0.04 15.3 14.76 0.54
Christina Putigna Providence 1.09 1 0.09 15.26 14 1.26
Paige Capistran Northeastern 0.94 0.6 0.34 15.04 9.6 5.44
Abbie Ives Quinnipiac 1 0.95 0.05 15 14.21 0.79
Nara Elia BU 0.93 0.62 0.31 14.88 9.9 4.98
Lenka Serdar Cornell 0.92 0.83 0.09 14.72 13.29 1.43
Emma Maltais OSU 1.33 1.48 -0.15 14.63 16.23 -1.6
Kassidy Sauvé Clarkson 0.91 1.19 -0.28 14.56 19.07 -4.51
Taylor Heise Minnesota 1.11 0.8 0.31 14.43 10.4 4.03
Samantha Ridgewell Merrimack 0.94 1.26 -0.32 14.1 18.95 -4.85
Marlene Boissonnault Cornell 0.88 1.02 -0.14 14.08 16.31 -2.23
Cassidy MacPherson Providence 0.99 0.79 0.2 13.86 11.12 2.74
Aerin Frankel Northeastern 0.86 1.03 -0.17 13.76 16.52 -2.76
Meaghan Rickard Providence 0.96 0.61 0.35 13.44 8.48 4.96
Alyson Matteau Maine 0.84 1.02 -0.18 13.44 16.34 -2.9
Taylor Baker RIT 1.03 0.63 0.4 13.39 8.14 5.25
Olivia Knowles Minnesota 1.03 0.56 0.47 13.39 7.22 6.17
Maddie Rooney Minnesota-Duluth 0.94 1.39 -0.45 13.16 19.43 -6.27
Rachel McQuigge Princeton 0.94 1.12 -0.18 13.16 15.65 -2.49
Ally Larson Lindenwood 0.94 0.58 0.36 13.16 8.05 5.11
Madison Myers Providence 0.93 1.11 -0.18 13.02 15.56 -2.54
Melissa Black Vermont 0.86 0.79 0.07 12.9 11.88 1.02
Maddie Rolfes Wisconsin 0.98 0.85 0.13 12.74 11.05 1.69
Janine Alder St Cloud 0.91 1.05 -0.14 12.74 14.73 -1.99
Mariah Keopple Princeton 0.9 0.56 0.34 12.6 7.8 4.8
Andrea Brändli OSU 1.14 1.16 -0.02 12.54 12.76 -0.22
Jincy Dunne OSU 1.14 1.07 0.07 12.54 11.77 0.77
Ellie Larson RIT 0.96 0.87 0.09 12.48 11.29 1.19
Veronika Pettey Northeastern 0.78 1.11 -0.33 12.48 17.69 -5.21
Madlynne Mills Cornell 0.78 1.25 -0.47 12.48 20.06 -7.58
Claire Dalton Yale 0.83 0.69 0.14 12.45 10.29 2.16
Amy Potomak Minnesota 0.95 0.74 0.21 12.35 9.62 2.73
Anneke Linser Minnesota-Duluth 0.88 0.7 0.18 12.32 9.8 2.52
Shae Labbe Colgate 0.77 0.98 -0.21 12.32 15.73 -3.41
Ève-Audrey Picard Vermont 0.82 0.64 0.18 12.3 9.63 2.67
Morgan Fisher UConn 0.94 1.06 -0.12 12.22 13.79 -1.57
Jenna Brenneman Penn State 1.11 1.04 0.07 12.21 11.4 0.81
Carly Bullock Princeton 0.86 1.32 -0.46 12.04 18.5 -6.46
Reagan Rust BU 0.75 0.48 0.27 12 7.7 4.3
Kristen Campbell Wisconsin 0.92 0.96 -0.04 11.96 12.45 -0.49
Britta Curl Wisconsin 0.92 0.67 0.25 11.96 8.65 3.31
Tatum Skaggs OSU 1.08 0.78 0.3 11.88 8.53 3.35
Maggie Lague Robert Morris 1.14 1.01 0.13 11.4 10.09 1.31
Lexie Laing Harvard 0.67 0.77 -0.1 11.39 13.03 -1.64
Whitney Dove Providence 0.81 0.81 0 11.34 11.28 0.06
Cayla Barnes BC 0.8 0.93 -0.13 11.2 12.95 -1.75
Corbin Boyd Minnesota State 0.8 0.72 0.08 11.2 10.03 1.17
Daryl Watts BC 0.79 0.95 -0.16 11.06 13.23 -2.17
Hayley Kliczko Brown 0.79 0.58 0.21 11.06 8.13 2.93
Tereza Vanišová Maine 0.69 0.81 -0.12 11.04 12.88 -1.84
Abby Roque Wisconsin 0.84 1.07 -0.23 10.92 13.91 -2.99
Anna Klein Minnesota-Duluth 0.78 0.58 0.2 10.92 8.14 2.78
Malia Schneider Colgate 0.68 0.87 -0.19 10.88 13.96 -3.08
Anna Zíková Maine 0.68 0.62 0.06 10.88 9.85 1.03
Tera Hofmann Yale 0.72 0.94 -0.22 10.8 14.04 -3.24
Patti Marshall Minnesota 0.83 0.98 -0.15 10.79 12.68 -1.89
Sophie Shirley Wisconsin 0.82 0.92 -0.1 10.66 11.96 -1.3
Sophie Skarzynski Minnesota 0.82 0.68 0.14 10.66 8.84 1.82
MacKenzie Lancaster Quinnipiac 0.71 0.49 0.22 10.65 7.42 3.23
Lovisa Selander RPI 1.06 1.28 -0.22 10.6 12.79 -2.19
Emily Curlett Robert Morris 1.06 0.89 0.17 10.6 8.91 1.69
Celine Tedenby Maine 0.66 0.55 0.11 10.56 8.84 1.72
Sophia Shaver Wisconsin 0.81 0.46 0.35 10.53 5.98 4.55
Caitrin Lonergan BC 0.74 0.84 -0.1 10.36 11.76 -1.4
Sharon Frankel Princeton 0.74 0.85 -0.11 10.36 11.9 -1.54
Kate Friesen Providence 0.74 0.64 0.1 10.36 8.94 1.42
Gabbie Hughes Minnesota-Duluth 0.74 0.66 0.08 10.36 9.19 1.17
Marie-Jo Pelletier UNH 0.79 0.63 0.16 10.27 8.14 2.13
Christine Honor Dartmouth 0.64 0.93 -0.29 10.24 14.83 -4.59
Tori Sullivan Northeastern 0.64 0.58 0.06 10.24 9.22 1.02
Kristy Pidgeon Clarkson 0.64 0.34 0.3 10.24 5.42 4.82
Maddy McArthur BC 0.73 0.99 -0.26 10.22 13.9 -3.68
Anna Wilgren Minnesota State 0.73 0.74 -0.01 10.22 10.42 -0.2
Jada Brenon Holy Cross 0.73 0.68 0.05 10.22 9.54 0.68
Katelyn Rae Merrimack 0.68 1.01 -0.33 10.2 15.08 -4.88
Paige Sorensen Merrimack 0.68 0.55 0.13 10.2 8.21 1.99
Kristina Shanahan Vermont 0.68 0.48 0.2 10.2 7.18 3.02
Alex Gulstene Minnesota 0.78 0.73 0.05 10.14 9.49 0.65
Melissa Samoskevich Quinnipiac 0.67 0.42 0.25 10.05 6.32 3.73
Taylor Wenczkowski UNH 0.77 0.51 0.26 10.01 6.57 3.44
Kristin O'Neill Cornell 0.62 0.97 -0.35 9.92 15.51 -5.59
Emma Keenan Clarkson 0.62 0.63 -0.01 9.92 10.04 -0.12
Taylor Williamson Minnesota 0.76 0.57 0.19 9.88 7.35 2.53
Allie Munroe Syracuse 0.75 0.85 -0.1 9.75 11.08 -1.33
Felila Manu Merrimack 0.65 0.62 0.03 9.75 9.32 0.43
Gabby Jones Merrimack 0.65 0.49 0.16 9.75 7.34 2.41
Charly Dahlquist OSU 0.88 0.82 0.06 9.68 8.97 0.71
Maddi Welch Syracuse 0.74 0.67 0.07 9.62 8.66 0.96
Sarah McDonnell Mercyhurst 0.8 0.92 -0.12 9.6 11.08 -1.48
Sammy Kolowrat Vermont 0.64 0.43 0.21 9.6 6.39 3.21
Eleri MacKay Colgate 0.6 0.51 0.09 9.6 8.09 1.51
Jalyn Elmes Minnesota-Duluth 0.68 0.5 0.18 9.52 7 2.52
Meghara McManus UNH 0.73 0.39 0.34 9.49 5.13 4.36
Catherine Crawley UConn 0.72 0.86 -0.14 9.36 11.12 -1.76
Emma Buckles Harvard 0.55 0.39 0.16 9.35 6.66 2.69
Tristen Truax Minnesota State 0.66 0.4 0.26 9.24 5.6 3.64
Haley Mack Bemidji 0.66 0.31 0.35 9.24 4.35 4.89
Sam Cogan Wisconsin 0.71 0.81 -0.1 9.23 10.47 -1.24
Maggie McLaughlin SLU 0.92 0.52 0.4 9.2 5.2 4
Charlotte Welch Yale 0.61 0.54 0.07 9.15 8.14 1.01
Tanner Gates Colgate 0.57 0.51 0.06 9.12 8.18 0.94
Catie Skaja Minnesota 0.7 0.49 0.21 9.1 6.31 2.79
Jolene deBruyn Lindenwood 0.64 0.85 -0.21 8.96 11.94 -2.98
Kalie Grant SLU 0.89 0.62 0.27 8.9 6.15 2.75
Rachael Smith SLU 0.88 0.59 0.29 8.8 5.9 2.9
Micah Zandee-Hart Cornell 0.55 0.66 -0.11 8.8 10.58 -1.78
Presley Norby Wisconsin 0.67 0.55 0.12 8.71 7.15 1.56
Kate MacKenzie Quinnipiac 0.58 0.43 0.15 8.7 6.47 2.23
Maggie Knott Mercyhurst 0.72 0.54 0.18 8.64 6.44 2.2
Emily Oden Minnesota 0.66 0.5 0.16 8.58 6.44 2.14
Paige Voight Merrimack 0.57 0.54 0.03 8.55 8.05 0.5
Mikaela Gardner Wisconsin 0.64 0.63 0.01 8.32 8.13 0.19
Emma Polusny St Cloud 0.59 0.72 -0.13 8.26 10.03 -1.77
Kelly Browne BC 0.59 0.48 0.11 8.26 6.72 1.54
Annie MacDonald Princeton 0.59 0.45 0.14 8.26 6.3 1.96
Grace Bizal BC 0.58 0.78 -0.2 8.12 10.85 -2.73
T.T. Cianfarano Clarkson 0.5 1.13 -0.63 8 18.13 -10.13
Shelby Wood Colgate 0.5 0.49 0.01 8 7.91 0.09
Emily Bergland Bemidji 0.57 0.52 0.05 7.98 7.22 0.76
Julia MacLean Merrimack 0.53 0.55 -0.02 7.95 8.29 -0.34
Saroya Tinker Yale 0.53 0.71 -0.18 7.95 10.71 -2.76
Madison Field OSU 0.72 0.54 0.18 7.92 5.89 2.03
Lexi Templeman Robert Morris 0.79 0.84 -0.05 7.9 8.36 -0.46
Amber Rennie Robert Morris 0.79 0.7 0.09 7.9 6.95 0.95
Shannon Griffin Princeton 0.56 0.45 0.11 7.84 6.3 1.54
Bailey Larson Colgate 0.49 0.63 -0.14 7.84 10.13 -2.29
Lydia Murray Maine 0.49 0.48 0.01 7.84 7.75 0.09
Mackenna Parker BU 0.49 0.33 0.16 7.84 5.2 2.64
Carlee Turner UNH 0.6 0.47 0.13 7.8 6.16 1.64
Lindsay Eastwood Syracuse 0.6 0.44 0.16 7.8 5.68 2.12
Theresa Schafzahl Vermont 0.52 0.37 0.15 7.8 5.61 2.19
Skylar Podvey SLU 0.77 0.71 0.06 7.7 7.05 0.65
Izzy Heminger Penn State 0.7 0.46 0.24 7.7 5.07 2.63
Maeve Reilly Holy Cross 0.55 0.36 0.19 7.7 5.08 2.62
Rachel Marmen Mercyhurst 0.64 0.48 0.16 7.68 5.81 1.87
Ella Shelton Clarkson 0.48 1.17 -0.69 7.68 18.76 -11.08
Diana Buckley Cornell 0.48 0.6 -0.12 7.68 9.6 -1.92
Sara McClanahan Dartmouth 0.48 0.58 -0.1 7.68 9.23 -1.55
Gabby Billing Dartmouth 0.48 0.28 0.2 7.68 4.43 3.25
Megan Fergusson Merrimack 0.51 0.73 -0.22 7.65 10.89 -3.24
Justine Reyes SLU 0.76 0.77 -0.01 7.6 7.7 -0.1
Jordan McLaughlin Minnesota State 0.54 0.63 -0.09 7.56 8.79 -1.23
Maggie Connors Princeton 0.54 0.72 -0.18 7.56 10.1 -2.54
Kaitijane Blumberg Brown 0.54 0.61 -0.07 7.56 8.51 -0.95
Sarah Verbeek Princeton 0.53 0.48 0.05 7.42 6.7 0.72
Grace Bowlby Wisconsin 0.57 0.64 -0.07 7.41 8.26 -0.85
Tori Howran UNH 0.57 0.63 -0.06 7.41 8.14 -0.73
Nicole Dunbar UNH 0.57 0.51 0.06 7.41 6.57 0.84
Rebecca Vanstone Yale 0.49 0.58 -0.09 7.35 8.68 -1.33
Kat Hughes Harvard 0.43 0.76 -0.33 7.31 12.89 -5.58
Kyra Willoughby Harvard 0.43 0.35 0.08 7.31 5.95 1.36
Avery Fransoo Providence 0.52 0.66 -0.14 7.28 9.26 -1.98
Kali Flanagan BC 0.52 0.59 -0.07 7.28 8.26 -0.98
Megan Hinze Minnesota State 0.52 0.33 0.19 7.28 4.59 2.69
Julie Matthias Holy Cross 0.52 0.29 0.23 7.28 4.13 3.15
Kati Tabin Quinnipiac 0.47 0.5 -0.03 7.05 7.5 -0.45
Kenzie Prater Quinnipiac 0.47 0.37 0.1 7.05 5.61 1.44
Coco Francis Union 0.44 0.45 -0.01 7.04 7.2 -0.16
Mia Brown Northeastern 0.44 0.26 0.18 7.04 4.24 2.8
Emily Clark Wisconsin 0.54 0.61 -0.07 7.02 7.93 -0.91
Lauren Martin UNH 0.54 0.49 0.05 7.02 6.43 0.59
Alexis Mauermann Wisconsin 0.54 0.42 0.12 7.02 5.4 1.62
Sonjia Shelly SLU 0.69 0.6 0.09 6.9 6 0.9
Greta Skarzynski Yale 0.46 0.49 -0.03 6.9 7.39 -0.49
Caitlin Schneider Wisconsin 0.53 0.33 0.2 6.89 4.29 2.6
Coralie Larose Colgate 0.43 0.64 -0.21 6.88 10.22 -3.34
Hayley Lunny Providence 0.49 0.48 0.01 6.86 6.69 0.17
Serena Sommerfield BC 0.49 0.23 0.26 6.86 3.15 3.71
Brooke Jovanovich Harvard 0.4 0.26 0.14 6.8 4.39 2.41
Abby Cleary Vermont 0.45 0.18 0.27 6.75 2.76 3.99
Hannah Alt Lindenwood 0.48 0.44 0.04 6.72 6.13 0.59
Vendula Přibylová Maine 0.42 0.71 -0.29 6.72 11.37 -4.65
Josiane Pozzebon Clarkson 0.42 0.72 -0.3 6.72 11.47 -4.75
Natalie Buchbinder Wisconsin 0.51 0.66 -0.15 6.63 8.58 -1.95
Brittney Gout RIT 0.51 0.38 0.13 6.63 4.93 1.7
Sarah Hine Mercyhurst 0.55 0.45 0.1 6.6 5.37 1.23
Sam Isbell Mercyhurst 0.55 0.33 0.22 6.6 3.98 2.62
Zoe Boyd Quinnipiac 0.44 0.43 0.01 6.6 6.47 0.13
Olivia Zafuto Colgate 0.41 0.82 -0.41 6.56 13.07 -6.51
Tia Stoddard Clarkson 0.41 0.33 0.08 6.56 5.33 1.23
Lindsay Agnew BC 0.46 0.58 -0.12 6.44 8.05 -1.61
Clair DeGeorge Bemidji 0.46 0.41 0.05 6.44 5.75 0.69
Emily Landry Providence 0.46 0.34 0.12 6.44 4.82 1.62
Sophie Wolf Lindenwood 0.46 0.37 0.09 6.44 5.21 1.23
Rachel Moore Holy Cross 0.46 0.27 0.19 6.44 3.83 2.61
Kirsten Martin Lindenwood 0.46 0.31 0.15 6.44 4.38 2.06
Nicole Guagliardo Lindenwood 0.46 0.26 0.2 6.44 3.68 2.76
Rosalie Demers Colgate 0.4 0.45 -0.05 6.4 7.2 -0.8
Natasza Tarnowski BU 0.4 0.28 0.12 6.4 4.4 2
Sabrina Repaci RPI 0.63 0.78 -0.15 6.3 7.84 -1.54
Lauren Bench Bemidji 0.45 0.53 -0.08 6.3 7.44 -1.14
Olivia Kilberg Vermont 0.42 0.46 -0.04 6.3 6.87 -0.57
Léa-Kristine Demers Merrimack 0.42 0.21 0.21 6.3 3.16 3.14
Becca Gilmore Harvard 0.37 0.68 -0.31 6.29 11.62 -5.33
Kate Hallett Harvard 0.37 0.3 0.07 6.29 5.1 1.19
Madison Bizal OSU 0.57 0.42 0.15 6.27 4.62 1.65
Kaleigh Donnelly BU 0.39 0.19 0.2 6.24 3.1 3.14
Brittyn Fleming Minnesota State 0.44 0.47 -0.03 6.16 6.53 -0.37
Stephanie Sucharda Princeton 0.44 0.54 -0.1 6.16 7.6 -1.44
Chloe Harvey Princeton 0.44 0.46 -0.02 6.16 6.5 -0.34
Sini Karjalainen Vermont 0.41 0.26 0.15 6.15 3.87 2.28
Courtney Correia BU 0.38 0.32 0.06 6.08 5.1 0.98
Ava Reynolds Union 0.38 0.27 0.11 6.08 4.27 1.81
Paige Lewis Cornell 0.38 0.32 0.06 6.08 5.17 0.91
Lauren Bailey Robert Morris 0.6 0.9 -0.3 6 9 -3
Mikyla Grant-Mentis Merrimack 0.4 0.59 -0.19 6 8.84 -2.84
Nicole LaMantia Wisconsin 0.46 0.53 -0.07 5.98 6.83 -0.85
Kaitlin Tse Harvard 0.35 0.61 -0.26 5.95 10.34 -4.39
Maryna Macdonald Harvard 0.35 0.18 0.17 5.95 3.12 2.83
Arianna Kosakowski Union 0.37 0.57 -0.2 5.92 9.07 -3.15
Amelia Murray Union 0.37 0.53 -0.16 5.92 8.53 -2.61
Blake Orosz RPI 0.59 0.67 -0.08 5.9 6.68 -0.78
Jacqueline Kaasa Bemidji 0.42 0.37 0.05 5.88 5.23 0.65
Mallory Rushton RIT 0.45 0.46 -0.01 5.85 6.02 -0.17
Sara Säkkinen OSU 0.53 0.3 0.23 5.83 3.3 2.53
Molly Blasen Mercyhurst 0.48 0.28 0.2 5.76 3.41 2.35
Kristina Schuler BU 0.36 0.23 0.13 5.76 3.7 2.06
Kate Spooner Union 0.36 0.2 0.16 5.76 3.16 2.6
Courtney Ganske Lindenwood 0.41 0.53 -0.12 5.74 7.44 -1.7
Emily Antony Minnesota State 0.41 0.35 0.06 5.74 4.9 0.84
Victoria Young Holy Cross 0.41 0.16 0.25 5.74 2.21 3.53
Kendall Cornine RIT 0.44 0.61 -0.17 5.72 7.94 -2.22
Zoe Boyd RIT 0.44 0.43 0.01 5.72 6.47 -0.75
Gracie Ostertag Minnesota 0.44 0.33 0.11 5.72 4.29 1.43
Alyssa Gorecki Vermont 0.38 0.37 0.01 5.7 5.61 0.09
Kelsey Crow Penn State 0.51 0.75 -0.24 5.61 8.25 -2.64
Sophie Jaques OSU 0.51 0.67 -0.16 5.61 7.32 -1.71
Sena Hanson Brown 0.4 0.81 -0.41 5.6 11.31 -5.71
Sydney Hill Dartmouth 0.35 0.17 0.18 5.6 2.71 2.89
Emma Wuthrich BU 0.35 0.12 0.23 5.6 1.9 3.7
Alexa Vasko Mercyhurst 0.46 0.63 -0.17 5.52 7.58 -2.06
Natalie Heising Penn State 0.5 0.97 -0.47 5.5 10.69 -5.19
Liz Schepers OSU 0.5 0.39 0.11 5.5 4.24 1.26
Ashton Bell Minnesota-Duluth 0.39 0.43 -0.04 5.46 5.95 -0.49
Kimiko Marinacci Princeton 0.39 0.36 0.03 5.46 5.1 0.36
Brittany Bugalski Northeastern 0.34 0.51 -0.17 5.44 8.19 -2.75
Abbey Stanley BU 0.34 0.41 -0.07 5.44 6.5 -1.06
Emily McLaughlin Dartmouth 0.34 0.18 0.16 5.44 2.83 2.61
Brooke Bonsteel Quinnipiac 0.36 0.27 0.09 5.4 4.11 1.29
Alex Woken Minnesota 0.41 0.39 0.02 5.33 5.07 0.26
Jenniina Nylund St Cloud 0.38 0.73 -0.35 5.32 10.2 -4.88
Julia Pelletier Holy Cross 0.38 0.61 -0.23 5.32 8.55 -3.23
Carlie Magier Holy Cross 0.38 0.26 0.12 5.32 3.61 1.71
Amanda Butterfield SLU 0.53 0.35 0.18 5.3 3.5 1.8
Chloe Cook Merrimack 0.35 0.39 -0.04 5.25 5.84 -0.59
Saana Valkama Vermont 0.35 0.24 0.11 5.25 3.63 1.62
Madison Farrand RIT 0.4 0.32 0.08 5.2 4.11 1.09
Grace Graham Cornell 0.32 0.78 -0.46 5.12 12.55 -7.43
Delani MacKay Colgate 0.32 0.42 -0.1 5.12 6.76 -1.64
Sam Burke Cornell 0.32 0.38 -0.06 5.12 6.03 -0.91
Josefine Hansen RPI 0.51 0.55 -0.04 5.1 5.53 -0.43
Emily Rickwood UNH 0.39 0.31 0.08 5.07 4.04 1.03
Andrea Renner Northeastern 0.31 0.44 -0.13 4.96 7.06 -2.1
Deziray De Sousa BU 0.31 0.13 0.18 4.96 2.1 2.86
Kiki Roust Merrimack 0.33 0.26 0.07 4.95 3.95 1
Crystalyn Hengler Minnesota 0.38 0.3 0.08 4.94 3.9 1.04
Abigail Boreen Minnesota 0.38 0.21 0.17 4.94 2.67 2.27
Mary Katherine Gialames Mercyhurst 0.41 0.29 0.12 4.92 3.47 1.45
Briana Colangelo UConn 0.37 0.62 -0.25 4.81 8.02 -3.21
Logan Land RIT 0.37 0.34 0.03 4.81 4.45 0.36
Claudia Black RIT 0.37 0.28 0.09 4.81 3.63 1.18
Grace Harrison SLU 0.48 0.62 -0.14 4.8 6.18 -1.38
Nemo Neubauerová Colgate 0.3 0.41 -0.11 4.8 6.58 -1.78
Lindsey Featherstone Bemidji 0.34 0.22 0.12 4.76 3.02 1.74
Emily Volpe Merrimack 0.31 0.33 -0.02 4.65 4.97 -0.32
Maude Poulin-Labelle Vermont 0.31 0.29 0.02 4.65 4.42 0.23
Calla Isaac Brown 0.33 0.91 -0.58 4.62 12.71 -8.09
Hannah Potrykus St Cloud 0.33 0.56 -0.23 4.62 7.87 -3.25
Keely Moy Harvard 0.27 0.32 -0.05 4.59 5.38 -0.79
Abby Moloughney Syracuse 0.35 0.38 -0.03 4.55 4.93 -0.38
Kathryn Kennedy RIT 0.35 0.29 0.06 4.55 3.76 0.79
Abby Niewchas Brown 0.32 0.59 -0.27 4.48 8.29 -3.81
Morgan Stacey Mercyhurst 0.37 0.33 0.04 4.44 3.98 0.46
Nadine Edney SLU 0.44 0.31 0.13 4.4 3.1 1.3
Jacquie Diffley SLU 0.44 0.27 0.17 4.4 2.7 1.7
Jacyn Reeves OSU 0.4 0.37 0.03 4.4 4.02 0.38
Jordan Chancellor Yale 0.29 0.36 -0.07 4.35 5.46 -1.11
Rebekah Kolstad Minnesota State 0.31 0.46 -0.15 4.34 6.46 -2.12
Shannon Morris-Reade Lindenwood 0.31 0.25 0.06 4.34 3.5 0.84
Tina Paolillo Brown 0.31 0.29 0.02 4.34 4.09 0.25
Brooke Bryant Minnesota State 0.31 0.19 0.12 4.34 2.64 1.7
Maddie Hartman Northeastern 0.27 0.5 -0.23 4.32 8 -3.68
Matti Hartman Northeastern 0.27 0.28 -0.01 4.32 4.42 -0.1
Katelynn Russ Union 0.27 0.24 0.03 4.32 3.82 0.5
Cheyenne Harris Union 0.27 0.2 0.07 4.32 3.2 1.12
Kate Stuart BU 0.27 0.19 0.08 4.32 3.1 1.22
Lisa Bruno OSU 0.39 0.48 -0.09 4.29 5.23 -0.94
Abby Welch Penn State 0.39 0.4 -0.01 4.29 4.4 -0.11
Tristyn Svetek UConn 0.33 0.62 -0.29 4.29 8.09 -3.8
Ryleigh Houston Minnesota-Duluth 0.3 0.53 -0.23 4.2 7.35 -3.15
Giana Savastano Providence 0.3 0.31 -0.01 4.2 4.28 -0.08
Annelise Rice Providence 0.3 0.15 0.15 4.2 2.1 2.1
Katie Robinson Minnesota 0.32 0.15 0.17 4.16 1.95 2.21
Michelle Weis Maine 0.26 0.33 -0.07 4.16 5.31 -1.15
Pippy Gerace Cornell 0.26 0.45 -0.19 4.16 7.14 -2.98
Dominika Lásková Merrimack 0.27 0.14 0.13 4.05 2.05 2
Lauren Bellefontaine Syracuse 0.31 0.65 -0.34 4.03 8.42 -4.39
Kelli Rowswell Syracuse 0.31 0.3 0.01 4.03 3.9 0.13
Maggie Blair Maine 0.25 0.32 -0.07 4 5.14 -1.14
Tessa Ward Northeastern 0.25 0.21 0.04 4 3.29 0.71
Anne Bloomer Harvard 0.23 0.35 -0.12 3.91 5.95 -2.04
Ali Peper Harvard 0.23 0.13 0.1 3.91 2.27 1.64
Ebba Strandberg Maine 0.24 0.24 0 3.84 3.79 0.05
Meaghan Hector Clarkson 0.24 0.12 0.12 3.84 1.96 1.88
Neve Van Pelt Providence 0.27 0.3 -0.03 3.78 4.2 -0.42
Ariane Julien Providence 0.27 0.26 0.01 3.78 3.66 0.12
Emma Lange Holy Cross 0.27 0.21 0.06 3.78 2.87 0.91
Lydia Passolt Bemidji 0.27 0.19 0.08 3.78 2.65 1.13
Mak Langei Bemidji 0.27 0.15 0.12 3.78 2.14 1.64
Liliane Perreault Mercyhurst 0.31 0.21 0.1 3.72 2.46 1.26
Brittany Kucera Maine 0.23 0.29 -0.06 3.68 4.72 -1.04
Grace Heiting Union 0.23 0.29 -0.06 3.68 4.71 -1.03
Cailey Hutchison Maine 0.23 0.25 -0.02 3.68 3.96 -0.28
Rose Falzone Dartmouth 0.23 0.32 -0.09 3.68 5.17 -1.49
Breanna Scarpaci BU 0.23 0.19 0.04 3.68 3.1 0.58
Sydney Scobee Minnesota 0.28 0.38 -0.1 3.64 4.94 -1.3
Devan Taylor UNH 0.28 0.29 -0.01 3.64 3.76 -0.12
Kayla Mee UConn 0.28 0.14 0.14 3.64 1.81 1.83
Bridget McCarthy BC 0.26 0.11 0.15 3.64 1.54 2.1
Antonia Matzka Holy Cross 0.26 0.06 0.2 3.64 0.88 2.76
Jaimie Grigsby RPI 0.36 0.34 0.02 3.6 3.42 0.18
Delaney Weiss RPI 0.36 0.24 0.12 3.6 2.42 1.18
Kristen Guerriero SLU 0.36 0.18 0.18 3.6 1.75 1.85
Jessica Poirier SLU 0.36 0.17 0.19 3.6 1.7 1.9
Taylor House Quinnipiac 0.24 0.43 -0.19 3.6 6.47 -2.87
Megan Ryan Union 0.22 0.14 0.08 3.52 2.31 1.21
Emma Polaski Syracuse 0.27 0.35 -0.08 3.51 4.58 -1.07
Delaney Drake Wisconsin 0.27 0.22 0.05 3.51 2.86 0.65
Christa Vuglar RIT 0.27 0.14 0.13 3.51 1.78 1.73
Dakota Derrer Syracuse 0.27 0.14 0.13 3.51 1.78 1.73
Kirsten Welsh Robert Morris 0.35 0.6 -0.25 3.5 6 -2.5
Natalie Marcuzzi Robert Morris 0.35 0.29 0.06 3.5 2.91 0.59
Emma Söderberg Minnesota-Duluth 0.25 0.13 0.12 3.5 1.75 1.75
Darby Melia Brown 0.25 0.1 0.15 3.5 1.4 2.1
Laura Lundblad Quinnipiac 0.23 0.18 0.05 3.45 2.68 0.77
Kate Glover Harvard 0.2 0.28 -0.08 3.4 4.68 -1.28
Natalie Snodgrass UConn 0.26 0.68 -0.42 3.38 8.88 -5.5
Abby Davies RIT 0.26 0.14 0.12 3.38 1.85 1.53
Taylor Turnquist Clarkson 0.21 0.61 -0.4 3.36 9.69 -6.33
Jessica Adolfsson Penn State 0.3 0.33 -0.03 3.3 3.61 -0.31
Janna Haeg St Cloud 0.23 0.14 0.09 3.22 1.93 1.29
Rachel de Perio Union 0.2 0.3 -0.1 3.2 4.8 -1.6
Christina Rombaut Dartmouth 0.2 0.39 -0.19 3.2 6.28 -3.08
Alex Allan BU 0.2 0.29 -0.09 3.2 4.7 -1.5
Cassidy Vinkle Clarkson 0.2 0.24 -0.04 3.2 3.91 -0.71
Jordi Naidrich Union 0.2 0.14 0.06 3.2 2.22 0.98
Caroline Ross Colgate 0.2 0.09 0.11 3.2 1.51 1.69
Taylor Flaherty Vermont 0.21 0.32 -0.11 3.15 4.74 -1.59
K.K. Thiessen Mercyhurst 0.26 0.34 -0.08 3.12 4.11 -0.99
Vilma Tanskanen Mercyhurst 0.26 0.19 0.07 3.12 2.34 0.78
Samantha Carpentier-Yelle UConn 0.24 0.2 0.04 3.12 2.6 0.52
Sara Hjalmarsson Providence 0.22 0.66 -0.44 3.08 9.18 -6.1
Katie MacCuaig Holy Cross 0.22 0.11 0.11 3.08 1.47 1.61
Tori Messina Holy Cross 0.22 0.05 0.17 3.08 0.66 2.42
Lindsay Browning Cornell 0.19 0.17 0.02 3.04 2.71 0.33
Arielle DeSmet Robert Morris 0.3 0.27 0.03 3 2.66 0.34
Wasyn Rice Robert Morris 0.3 0.15 0.15 3 1.5 1.5
Megan Korzack Mercyhurst 0.25 0.18 0.07 3 2.21 0.79
Emma Vlasic Yale 0.2 0.51 -0.31 3 7.61 -4.61
Courtney Maud Merrimack 0.2 0.1 0.1 3 1.5 1.5
Lauren Moriyama Yale 0.2 0.13 0.07 3 1.93 1.07
Viki Harkness UConn 0.23 0.44 -0.21 2.99 5.78 -2.79
Tori Haywood RIT 0.23 0.09 0.14 2.99 1.23 1.76
Rene Gangarosa Penn State 0.27 0.31 -0.04 2.97 3.42 -0.45
Hallie Theodosopoulos St Cloud 0.21 0.65 -0.44 2.94 9.07 -6.13
Briana Jorde Bemidji 0.21 0.27 -0.06 2.94 3.76 -0.82
Tina Kampa Bemidji 0.21 0.23 -0.02 2.94 3.24 -0.3
Chloe Gonsalves Providence 0.21 0.16 0.05 2.94 2.26 0.68
Steph Neatby Princeton 0.21 0.11 0.1 2.94 1.5 1.44
Sophie Slattery Penn State 0.26 0.12 0.14 2.86 1.28 1.58
Paige Rynne UNH 0.22 0.1 0.12 2.86 1.3 1.56
Tabea Botthof Yale 0.19 0.32 -0.13 2.85 4.82 -1.97
Naomi Rogge Minnesota-Duluth 0.2 0.53 -0.33 2.8 7.44 -4.64
Taylor Kirwan Lindenwood 0.2 0.51 -0.31 2.8 7.18 -4.38
Demi Gardner Minnesota State 0.2 0.09 0.11 2.8 1.24 1.56
Erin Connolly BC 0.2 -0.02 0.22 2.8 -0.21 3.01
Jessica DiGirolamo Syracuse 0.21 0.49 -0.28 2.73 6.43 -3.7
Sarah Potomak Minnesota 0.21 0.42 -0.21 2.73 5.46 -2.73
Allie Olnowich Syracuse 0.21 0.08 0.13 2.73 1.03 1.7
Tess Bracken Dartmouth 0.17 0.65 -0.48 2.72 10.34 -7.62
Livia Altmann Colgate 0.17 0.16 0.01 2.72 2.49 0.23
Blanka Škodová Vermont 0.18 0.36 -0.18 2.7 5.41 -2.71
Lexie Adzija Quinnipiac 0.18 0.27 -0.09 2.7 4.03 -1.33
Anna Erickson Vermont 0.18 0.19 -0.01 2.7 2.92 -0.22
Taylor Wemple St Cloud 0.19 0.4 -0.21 2.66 5.67 -3.01
Shea Nelson Penn State 0.24 0.31 -0.07 2.64 3.36 -0.72
Kennedy Blair Mercyhurst 0.22 0.27 -0.05 2.64 3.25 -0.61
Alexane Rhéaume Mercyhurst 0.22 0.15 0.07 2.64 1.77 0.87
Brette Pettet Wisconsin 0.2 0.26 -0.06 2.6 3.38 -0.78
Kippin Keller Minnesota 0.2 0.13 0.07 2.6 1.69 0.91
Katie McMillan Penn State 0.23 0.39 -0.16 2.53 4.28 -1.75
Abby Thiessen St Cloud 0.18 0.3 -0.12 2.52 4.2 -1.68
Jada Burke Lindenwood 0.18 0.31 -0.13 2.52 4.38 -1.86
Taytum Geier St Cloud 0.18 0.21 -0.03 2.52 3 -0.48
Ryan Little BC 0.18 0.1 0.08 2.52 1.33 1.19
Charlea Pedersen SLU 0.25 0.24 0.01 2.5 2.4 0.1
Keisha Dicaire Merrimack 0.16 0.01 0.15 2.4 0.08 2.32
Taylor Leech Maine 0.15 0.52 -0.37 2.4 8.25 -5.85
Kayla Wormsbecher Dartmouth 0.15 0.18 -0.03 2.4 2.83 -0.43
Joie Phelps Cornell 0.15 0.16 -0.01 2.4 2.58 -0.18
Paige Beebe Bemidji 0.17 0.3 -0.13 2.38 4.2 -1.82
Hannah Bates St Cloud 0.17 0.08 0.09 2.38 1.07 1.31
Morgan Wabick UConn 0.18 0.62 -0.44 2.34 8.09 -5.75
Taylor Wabick UConn 0.18 0.51 -0.33 2.34 6.64 -4.3
Kira Bombay RPI 0.23 0.33 -0.1 2.3 3.29 -0.99
Emma Nuutinen Mercyhurst 0.19 0.6 -0.41 2.28 7.2 -4.92
Sydney Brodt Minnesota-Duluth 0.16 0.51 -0.35 2.24 7.09 -4.85
Laura Kluge St Cloud 0.16 0.25 -0.09 2.24 3.47 -1.23
Leila Kilduff Minnesota State 0.16 0.2 -0.04 2.24 2.8 -0.56
Molly Barrow BC 0.16 0.08 0.08 2.24 1.09 1.15
Sandra Abstreiter Providence 0.16 0.08 0.08 2.24 1.09 1.15
Morgan Helgeson Clarkson 0.14 0.19 -0.05 2.24 3.11 -0.87
Codie Cross Northeastern 0.14 0.18 -0.04 2.24 2.92 -0.68
Helen Markovic Union 0.14 0.08 0.06 2.24 1.24 1
Kia Castonguay Clarkson 0.14 0.07 0.07 2.24 1.11 1.13
Alyssa Baker Dartmouth 0.14 0.08 0.06 2.24 1.35 0.89
Savannah Bouzide UConn 0.17 0.34 -0.17 2.21 4.41 -2.2
Steph Keryluk SLU 0.22 0.22 0 2.2 2.2 0
Kayla Nielsen SLU 0.21 0.33 -0.12 2.1 3.25 -1.15
Amanda Kewer Holy Cross 0.15 0.35 -0.2 2.1 4.94 -2.84
Abby Halluska Bemidji 0.15 0.22 -0.07 2.1 3.09 -0.99
Ellie Moser Bemidji 0.15 0.11 0.04 2.1 1.47 0.63
Cierra Paisley Lindenwood 0.15 0.06 0.09 2.1 0.79 1.31
Lindsey Dumond UNH 0.16 0.14 0.02 2.08 1.85 0.23
Maddie Truax UNH 0.16 0.12 0.04 2.08 1.51 0.57
Maddie Rowe Wisconsin 0.16 0.11 0.05 2.08 1.43 0.65
Alli First Union 0.13 0.08 0.05 2.08 1.24 0.84
Maggie Flaherty Minnesota-Duluth 0.14 0.57 -0.43 1.96 7.96 -6
Madison Oelkers Minnesota State 0.14 0.28 -0.14 1.96 3.97 -2.01
Jessica Kondas Minnesota State 0.14 0.14 0 1.96 2.02 -0.06
Brooke Kudirka St Cloud 0.14 0.08 0.06 1.96 1.07 0.89
Kelly Pickreign BC 0.14 0.07 0.07 1.96 0.95 1.01
Jordan Marchese RIT 0.15 0.06 0.09 1.95 0.82 1.13
Ellice Murphy Vermont 0.13 0.06 0.07 1.95 0.87 1.08
Kyra O'Brien Yale 0.13 0.06 0.07 1.95 0.96 0.99
Leah Klassen Mercyhurst 0.16 0.08 0.08 1.92 0.95 0.97
Kendra Nealey Cornell 0.12 0.52 -0.4 1.92 8.25 -6.33
Haley Shugart Union 0.12 0.27 -0.15 1.92 4.36 -2.44
Katie Cipra Northeastern 0.12 0.16 -0.04 1.92 2.64 -0.72
Maia Martinez Union 0.12 0.11 0.01 1.92 1.69 0.23
Miceala Sindoris Northeastern 0.12 0.08 0.04 1.92 1.22 0.7
Camryn Wong UConn 0.14 0.28 -0.14 1.82 3.68 -1.86
Sierra Burt Lindenwood 0.13 0.48 -0.35 1.82 6.74 -4.92
Anna Promersberger Penn State 0.16 0.22 -0.06 1.76 2.38 -0.62
Ali Beltz Maine 0.11 0.36 -0.25 1.76 5.81 -4.05
Chloé Puddifant Dartmouth 0.11 0.13 -0.02 1.76 2.09 -0.33
Kendall Williamson Colgate 0.11 0.06 0.05 1.76 0.98 0.78
Claire Dudley SLU 0.17 0.08 0.09 1.7 0.8 0.9
Leona Sim UConn 0.13 0.21 -0.08 1.69 2.74 -1.05
Tori Palumbo UNH 0.13 0.06 0.07 1.69 0.82 0.87
Veronica Alois Brown 0.12 0.38 -0.26 1.68 5.38 -3.7
Jordan Stewart St Cloud 0.12 0.1 0.02 1.68 1.33 0.35
Heather Olson Bemidji 0.12 0.06 0.06 1.68 0.88 0.8
Lauren Boyle OSU 0.15 0.34 -0.19 1.65 3.69 -2.04
Madison Morey Merrimack 0.11 0.04 0.07 1.65 0.55 1.1
Corinne McCool Vermont 0.11 0.01 0.1 1.65 0.16 1.49
Chelsea Jacques Colgate 0.1 0.18 -0.08 1.6 2.84 -1.24
Sierra Lee Union 0.1 0.17 -0.07 1.6 2.76 -1.16
Michele Robillard Mercyhurst 0.13 0.11 0.02 1.56 1.33 0.23
Madison Itagaki RIT 0.12 0.31 -0.19 1.56 3.97 -2.41
Jade Mancini RIT 0.12 0.22 -0.1 1.56 2.81 -1.25
Hunter Barnett RIT 0.12 0.15 -0.03 1.56 1.92 -0.36
Talli Warren UNH 0.12 0.08 0.04 1.56 1.09 0.47
Erin Langermeier OSU 0.14 0.03 0.11 1.54 0.33 1.21
Suvi Ollikainen St Cloud 0.11 0.11 0 1.54 1.53 0.01
Caroline Peterson Providence 0.11 0.08 0.03 1.54 1.17 0.37
Graysen Myers Bemidji 0.11 0.05 0.06 1.54 0.74 0.8
Summer-Rae Dobson Mercyhurst 0.12 0.26 -0.14 1.44 3.16 -1.72
Samantha Fieseler Mercyhurst 0.12 0.17 -0.05 1.44 2.02 -0.58
Morgan Rolph Penn State 0.13 0.32 -0.19 1.43 3.48 -2.05
Meike Meilleur Penn State 0.13 0.23 -0.1 1.43 2.51 -1.08
Elise Riemenschneider OSU 0.13 0.09 0.04 1.43 0.99 0.44
Christi Vetter Penn State 0.13 0.08 0.05 1.43 0.86 0.57
Abby Chapman UNH 0.11 0.03 0.08 1.43 0.34 1.09
Emma Bigham St Cloud 0.1 0.12 -0.02 1.4 1.67 -0.27
Tatum Coats St Cloud 0.1 0.04 0.06 1.4 0.53 0.87
Gianna Meloni Yale 0.09 0.32 -0.23 1.35 4.77 -3.42
Ida Press Maine 0.08 0.53 -0.45 1.28 8.42 -7.14
Gillian Foote Northeastern 0.08 0.21 -0.13 1.28 3.39 -2.11
Jennifer Costa Dartmouth 0.08 0.18 -0.1 1.28 2.83 -1.55
Bailee Brekke Dartmouth 0.08 0.12 -0.04 1.28 1.85 -0.57
Jackie Leone Colgate 0.08 0.04 0.04 1.28 0.71 0.57
Willow Corson BC 0.09 0.15 -0.06 1.26 2.03 -0.77
Kayla Fillier Princeton 0.09 0.04 0.05 1.26 0.5 0.76
Lauren Severson RPI 0.12 0.05 0.07 1.2 0.53 0.67
Allison Small Quinnipiac 0.08 0.15 -0.07 1.2 2.21 -1.01
Savannah Norcross BC 0.08 0.13 -0.05 1.12 1.82 -0.7
Erin Near Lindenwood 0.08 0.16 -0.08 1.12 2.19 -1.07
Jackie Gellner Holy Cross 0.08 0.02 0.06 1.12 0.22 0.9
Olivia Soares OSU 0.1 0.16 -0.06 1.1 1.76 -0.66
Danika Pasqua UConn 0.08 0.11 -0.03 1.04 1.37 -0.33
Taylor Sims RIT 0.08 0.05 0.03 1.04 0.62 0.42
Caitlyn Sadowy Robert Morris 0.1 0.1 0 1 1.05 -0.05
Loli Fidler Penn State 0.09 0.33 -0.24 0.99 3.67 -2.68
Rebecca Freiburger OSU 0.09 0.2 -0.11 0.99 2.15 -1.16
Amy Dobson Penn State 0.09 0.04 0.05 0.99 0.49 0.5
Ciara Barone Providence 0.07 0.16 -0.09 0.98 2.18 -1.2
Ivy Dynek St Cloud 0.07 0.03 0.04 0.98 0.47 0.51
Loryn Porter Maine 0.06 0.32 -0.26 0.96 5.18 -4.22
Marielle McHale Syracuse 0.07 0.11 -0.04 0.91 1.37 -0.46
Brooke Baker RIT 0.07 0.09 -0.02 0.91 1.23 -0.32
Dakota Golde SLU 0.09 0.1 -0.01 0.9 0.95 -0.05
Mikayla Capelle RPI 0.09 0.09 0 0.9 0.95 -0.05
Val Caldwell Vermont 0.06 0.08 -0.02 0.9 1.18 -0.28
Emily Pinto Mercyhurst 0.07 0.32 -0.25 0.84 3.85 -3.01
Julia Tylke St Cloud 0.06 0.6 -0.54 0.84 8.4 -7.56
Kayla Martinez Lindenwood 0.06 0.03 0.03 0.84 0.35 0.49
Kayla Vespa SLU 0.08 0.18 -0.1 0.8 1.8 -1
Megan Hayes RPI 0.08 0.09 -0.01 0.8 0.89 -0.09
Brittany Colton Maine 0.05 0.35 -0.3 0.8 5.64 -4.84
Jenna Rheault UNH 0.06 0.06 0 0.78 0.82 -0.04
Paetyn Levis OSU 0.07 0.1 -0.03 0.77 1.1 -0.33
Sierra Natzke Vermont 0.05 0.02 0.03 0.75 0.36 0.39
Lydia Grauer SLU 0.07 0.25 -0.18 0.7 2.5 -1.8
Shay Maloney Brown 0.05 0.67 -0.62 0.7 9.37 -8.67
Lillian Marchant Lindenwood 0.05 0.12 -0.07 0.7 1.66 -0.96
Carla Goodwin Lindenwood 0.05 0.11 -0.06 0.7 1.58 -0.88
Taylor Anderson Minnesota-Duluth 0.05 0.1 -0.05 0.7 1.4 -0.7
Samantha Bouley OSU 0.06 0.11 -0.05 0.66 1.21 -0.55
Avery Mitchell Clarkson 0.04 0.18 -0.14 0.64 2.84 -2.2
Lilly Holmes Vermont 0.04 0.12 -0.08 0.6 1.82 -1.22
Alyssa Holmes Vermont 0.04 0.11 -0.07 0.6 1.66 -1.06
Maya Kerfoot Yale 0.04 0.1 -0.06 0.6 1.5 -0.9
McKenzie Sederberg Minnesota State 0.04 0.3 -0.26 0.56 4.2 -3.64
Emma Yanko Minnesota-Duluth 0.04 0.03 0.01 0.56 0.44 0.12
Olivia Finocchiaro BC 0.04 -0.02 0.06 0.56 -0.28 0.84
Nora Maclaine UConn 0.04 0.25 -0.21 0.52 3.25 -2.73
Emilie Harley Robert Morris 0.05 0.15 -0.1 0.5 1.5 -1
Sarah Lecavalier Robert Morris 0.05 0.1 -0.05 0.5 1.05 -0.55
Sam Nolan RPI 0.05 0.04 0.01 0.5 0.37 0.13
Jaimie Rainville SLU 0.05 0.03 0.02 0.5 0.25 0.25
Sarah Nelles Mercyhurst 0.04 0.03 0.01 0.48 0.38 0.1
Devon Facchinato Cornell 0.03 0.25 -0.22 0.48 4.06 -3.58
Lotti Odnoga Dartmouth 0.03 0.23 -0.2 0.48 3.69 -3.21
Rachel Allen BU 0.03 0.01 0.02 0.48 0.2 0.28
Rebecca Foggia Yale 0.03 0.18 -0.15 0.45 2.68 -2.23
Ali O'Leary Vermont 0.03 0.04 -0.01 0.45 0.55 -0.1
Mariah Gardner Minnesota State 0.03 0.16 -0.13 0.42 2.26 -1.84
Jordan Jackson Minnesota State 0.03 0.12 -0.09 0.42 1.63 -1.21
Sofia Poinar Minnesota State 0.03 0.09 -0.06 0.42 1.24 -0.82
Allison Attea Holy Cross 0.03 0.03 0 0.42 0.37 0.05
MacKenzie Ebel Princeton 0.03 -0.11 0.14 0.42 -1.6 2.02
Sarah Quaranta Robert Morris 0.04 0.05 -0.01 0.4 0.55 -0.15
Rebecca Lindblad UConn 0.03 0.23 -0.2 0.39 2.96 -2.57
Jenna de Jonge RIT 0.03 0.01 0.02 0.39 0.17 0.22
Lunasa Sano Harvard 0.02 0.01 0.01 0.34 0.14 0.2
Katie Rankin Penn State 0.03 0.33 -0.3 0.33 3.61 -3.28
Liz Auby Colgate 0.02 0.23 -0.21 0.32 3.6 -3.28
Finley Frechette Cornell 0.02 0.01 0.01 0.32 0.12 0.2
Gillis Frechette Cornell 0.02 0 0.02 0.32 0 0.32
Givanna Foglia Dartmouth 0.02 -0.02 0.04 0.32 -0.37 0.69
Katerina Dajia Dartmouth 0.02 -0.02 0.04 0.32 -0.37 0.69
Madeleine Burnett RPI 0.03 0.15 -0.12 0.3 1.47 -1.17
Courtney Vorster Quinnipiac 0.02 0.25 -0.23 0.3 3.79 -3.49
Kayla Friesen St Cloud 0.02 0.25 -0.23 0.28 3.47 -3.19
Maggie Hallisey Holy Cross 0.02 0.02 0 0.28 0.29 -0.01
Claudia Verkerke Bemidji 0.02 0.02 0 0.28 0.22 0.06
Annika Asplundh Lindenwood 0.02 0.01 0.01 0.28 0.13 0.15
Clare Minnerath Providence 0.02 0.01 0.01 0.28 0.12 0.16
Maddie Fouts Brown 0.02 0.01 0.01 0.28 0.11 0.17
Sarah Migliori Brown 0.02 0.01 0.01 0.28 0.11 0.17
Abby Ecker Bemidji 0.02 -0.02 0.04 0.28 -0.29 0.57
Grace Middleton UNH 0.02 0.23 -0.21 0.26 3.01 -2.75
Breanna Blesi Wisconsin 0.02 0.02 0 0.26 0.26 0
Gillian Thompson Robert Morris 0.02 0.06 -0.04 0.2 0.59 -0.39
Morgan Ondrick RPI 0.02 0.03 -0.01 0.2 0.26 -0.06
Leah Marino Robert Morris 0.02 0.02 0 0.2 0.18 0.02
Morgan Schauer Robert Morris 0.02 -0.02 0.04 0.2 -0.23 0.43
Līga Miljone Maine 0.01 0.36 -0.35 0.16 5.73 -5.57
Ally Johnson Maine 0.01 0.12 -0.11 0.16 1.85 -1.69
Angelica Melone Union 0.01 0.08 -0.07 0.16 1.24 -1.08
Shannon Ormel Colgate 0.01 0.01 0 0.16 0.09 0.07
Katie Shannahan BU 0.01 -0.01 0.02 0.16 -0.1 0.26
Grace Markey Quinnipiac 0.01 0.04 -0.03 0.15 0.55 -0.4
Maddy Burton Merrimack 0.01 0.02 -0.01 0.15 0.32 -0.17
Alex Gray Vermont 0.01 0.01 0 0.15 0.16 -0.01
Kaitlyn Rippon Yale 0.01 0.01 0 0.15 0.11 0.04
Laura Anderson Yale 0.01 0.01 0 0.15 0.11 0.04
Olivia Hanson St Cloud 0.01 0.19 -0.18 0.14 2.67 -2.53
Rachel Herzog St Cloud 0.01 0.19 -0.18 0.14 2.6 -2.46
Claire Butorac Minnesota State 0.01 0.11 -0.1 0.14 1.56 -1.42
McKenzie Hewett Minnesota-Duluth 0.01 0.07 -0.06 0.14 0.96 -0.82
Amanda Harris Princeton 0.01 0.02 -0.01 0.14 0.3 -0.16
Kate Annese BC 0.01 0.01 0 0.14 0.07 0.07
Katie Detert St Cloud 0.01 0 0.01 0.14 0.07 0.07
Jessi O'Leary RIT 0.01 0 0.01 0.13 0.03 0.1
Sarah Stuehr Syracuse 0.01 -0.01 0.02 0.13 -0.14 0.27
Nicole Collier Mercyhurst 0.01 0.01 0 0.12 0.06 0.06
Anjelica Diffendal Robert Morris 0.01 0.23 -0.22 0.1 2.27 -2.17
Courtney Kollman Robert Morris 0.01 0.1 -0.09 0.1 1 -0.9
Ana Orzechowski RPI 0.01 0.01 0 0.1 0.05 0.05
Lilli Friis-Hansen RPI 0.01 -0.01 0.02 0.1 -0.05 0.15
Ava Boutilier UNH 0 0.5 -0.5 0 6.47 -6.47
Taylor Girard Lindenwood 0 0.56 -0.56 0 7.88 -7.88
Maddie Giordano Maine 0 0.28 -0.28 0 4.46 -4.46
Natalie Wozney SLU 0 0.23 -0.23 0 2.3 -2.3
Amanda Zeglen OSU 0 0.18 -0.18 0 1.93 -1.93
Dominique Petrie Harvard 0 0.28 -0.28 0 4.82 -4.82
Jessica Bonfe Merrimack 0 0.18 -0.18 0 2.68 -2.68
Ady Cohen Syracuse 0 0.18 -0.18 0 2.29 -2.29
Kirsten Nergaard Yale 0 0.19 -0.19 0 2.89 -2.89
Bridget Carey Brown 0 0.19 -0.19 0 2.69 -2.69
Sylvie Wallin Princeton 0 0.14 -0.14 0 2 -2
Cassie Reale Princeton 0 0.14 -0.14 0 1.95 -1.95
Gabby Rosenthal OSU 0 0.09 -0.09 0 0.94 -0.94
Nicole Pateman Maine 0 0.08 -0.08 0 1.26 -1.26
Beth Larcom Harvard 0 0.12 -0.12 0 1.98 -1.98
Sylvia Marolt Bemidji 0 0.06 -0.06 0 0.88 -0.88
Tianna Gunderson Minnesota 0 0.06 -0.06 0 0.78 -0.78
Leah Olson Brown 0 0.07 -0.07 0 0.97 -0.97
Kenzie Wylie St Cloud 0 0.04 -0.04 0 0.6 -0.6
Marie-Pier Coulombe Clarkson 0 0.04 -0.04 0 0.67 -0.67
Jacquie Tam Brown 0 0.05 -0.05 0 0.75 -0.75
Chantal Burke Penn State 0 0.04 -0.04 0 0.43 -0.43
Kirsten Iwanski RPI 0 0.04 -0.04 0 0.37 -0.37
Jillian Flynn Maine 0 0.03 -0.03 0 0.55 -0.55
Kate Rydland Penn State 0 0.03 -0.03 0 0.37 -0.37
Eve Savander OSU 0 0.03 -0.03 0 0.28 -0.28
Kylie Hanley Minnesota-Duluth 0 0.02 -0.02 0 0.26 -0.26
Mackenzie Krasowski Robert Morris 0 0.01 -0.01 0 0.14 -0.14
Nikki Friesen Lindenwood 0 0.01 -0.01 0 0.18 -0.18
Taylor Gulenchyn Minnesota State 0 0.01 -0.01 0 0.16 -0.16
Lexi Baker Bemidji 0 0.01 -0.01 0 0.11 -0.11
Charlie Mailhot Colgate 0 0.01 -0.01 0 0.09 -0.09
Sarah Stevens Holy Cross 0 0.01 -0.01 0 0.07 -0.07
Jessica Kuhlman Merrimack 0 0.01 -0.01 0 0.08 -0.08
McKinley Karpa RIT 0 0.01 -0.01 0 0.07 -0.07
Martha Peppes UNH 0 0.01 -0.01 0 0.07 -0.07
Kathleen McNamara BC 0 0 0 0 0 0
Molly Slowe BC 0 0 0 0 0 0
Lexi Cheveldayoff Bemidji 0 0 0 0 0 0
Alley Rempe Brown 0 0 0 0 0 0
Lauren Rippy Brown 0 0 0 0 0 0
Maddie Sisokin Brown 0 0 0 0 0 0
Megan Forrest Brown 0 0 0 0 0 0
Steph Rempe Brown 0 0 0 0 0 0
Alexandra Calderone BU 0 0 0 0 0 0
Joo Hyung Kwak BU 0 0 0 0 0 0
Lauren Klein BU 0 0 0 0 0 0
Nicole McGuigan BU 0 0 0 0 0 0
Katherine Beaumier Clarkson 0 0 0 0 0 0
Michaela Boyle Clarkson 0 0 0 0 0 0
Rhyen McGill Clarkson 0 0 0 0 0 0
Alexa Dobchuk Colgate 0 0 0 0 0 0
Bella Kang Cornell 0 0 0 0 0 0
Hanna Mutschelknaus Cornell 0 0 0 0 0 0
Kaitlyn McKenzie Cornell 0 0 0 0 0 0
Taylor Pietrowski Cornell 0 0 0 0 0 0
Brooke Schroeder Dartmouth 0 0 0 0 0 0
Caroline Shaunessy Dartmouth 0 0 0 0 0 0
Cecilia Lopez Dartmouth 0 0 0 0 0 0
Jess Forcey Dartmouth 0 0 0 0 0 0
Jessica Forcey Dartmouth 0 0 0 0 0 0
Sabrina Huett Dartmouth 0 0 0 0 0 0
Shannon Ropp Dartmouth 0 0 0 0 0 0
Taylor Matherson Dartmouth 0 0 0 0 0 0
Taylor Stadeli Dartmouth 0 0 0 0 0 0
Becky Dutton Harvard 0 0 0 0 0 0
Kyra Colbert Harvard 0 0 0 0 0 0
Val Turgeon Harvard 0 0 0 0 0 0
Catherine Luciano Holy Cross 0 0 0 0 0 0
Charlotte Abrecht Holy Cross 0 0 0 0 0 0
Lauren Abbenante Holy Cross 0 0 0 0 0 0
Maeve Christ Holy Cross 0 0 0 0 0 0
Marcia LaPlante Holy Cross 0 0 0 0 0 0
Sarah Street Holy Cross 0 0 0 0 0 0
Christiana von Aulock Lindenwood 0 0 0 0 0 0
Emma Hare Lindenwood 0 0 0 0 0 0
Lauren Hennessey Lindenwood 0 0 0 0 0 0
Mariah Hinds Lindenwood 0 0 0 0 0 0
Jessica Jacques Maine 0 0 0 0 0 0
Josefine Engmann Maine 0 0 0 0 0 0
Sierra Semmel Maine 0 0 0 0 0 0
Céline Frappier Mercyhurst 0 0 0 0 0 0
Andrea Olson Merrimack 0 0 0 0 0 0
Meghan Martin Merrimack 0 0 0 0 0 0
Nicole Martin Merrimack 0 0 0 0 0 0
Jackie Pieper Minnesota 0 0 0 0 0 0
Katie Skaja Minnesota 0 0 0 0 0 0
Madeline Wethington Minnesota 0 0 0 0 0 0
Sierra Smith Minnesota 0 0 0 0 0 0
Chloe Crosby Minnesota State 0 0 0 0 0 0
Kathryn Bidulka Minnesota State 0 0 0 0 0 0
Lena Düsterhöft Minnesota State 0 0 0 0 0 0
Allison Rodgers Minnesota-Duluth 0 0 0 0 0 0
Catherine Johnson Minnesota-Duluth 0 0 0 0 0 0
Lauren Niska Minnesota-Duluth 0 0 0 0 0 0
Lindsay Czech Minnesota-Duluth 0 0 0 0 0 0
Mallorie Iozzo Minnesota-Duluth 0 0 0 0 0 0
Monique Aanenson Minnesota-Duluth 0 0 0 0 0 0
Reagan Haley Minnesota-Duluth 0 0 0 0 0 0
Shelby Brossart Minnesota-Duluth 0 0 0 0 0 0
Morgan Crane Northeastern 0 0 0 0 0 0
Sydney Herrington Northeastern 0 0 0 0 0 0
Grace Zarzecki OSU 0 0 0 0 0 0
McKenna Wesloh OSU 0 0 0 0 0 0
Caileah Forrest Penn State 0 0 0 0 0 0
Cam Leonard Penn State 0 0 0 0 0 0
Daniela Paniccia Penn State 0 0 0 0 0 0
Olivia Villani Penn State 0 0 0 0 0 0
Julia Edgar Princeton 0 0 0 0 0 0
Danielle Hardy Providence 0 0 0 0 0 0
Natasia Burzynski Providence 0 0 0 0 0 0
Rachel Rockwell Providence 0 0 0 0 0 0
Claire Lachner Quinnipiac 0 0 0 0 0 0
Gabby Vitelli Quinnipiac 0 0 0 0 0 0
Logan Angers Quinnipiac 0 0 0 0 0 0
Brinna Dochniak RIT 0 0 0 0 0 0
Kaelyn Johnson RIT 0 0 0 0 0 0
Kandice Sheriff RIT 0 0 0 0 0 0
Katie Carlson RIT 0 0 0 0 0 0
Venice Rasoulis RIT 0 0 0 0 0 0
Aneta Lédlová Robert Morris 0 0 0 0 0 0
Molly Singewald Robert Morris 0 0 0 0 0 0
Emma Hicks RPI 0 0 0 0 0 0
Katarina Seper RPI 0 0 0 0 0 0
Makenna Thomas RPI 0 0 0 0 0 0
Emily Middagh SLU 0 0 0 0 0 0
Jaimee Cooke SLU 0 0 0 0 0 0
Allie Cornelius St Cloud 0 0 0 0 0 0
Aubrey Pritchett St Cloud 0 0 0 0 0 0
Karlie Ries St Cloud 0 0 0 0 0 0
Édith D'Astous-Moreau Syracuse 0 0 0 0 0 0
Mary Corby Syracuse 0 0 0 0 0 0
Ronnie Callahan Syracuse 0 0 0 0 0 0
Taylor Curtis Syracuse 0 0 0 0 0 0
Carley Olivier UConn 0 0 0 0 0 0
MacKenzie Nicholas UConn 0 0 0 0 0 0
Caitlyn Radatovich UNH 0 0 0 0 0 0
Hilary Cashin UNH 0 0 0 0 0 0
Aimely Michaud-Nolan Union 0 0 0 0 0 0
Camille von Steinbergs Union 0 0 0 0 0 0
Jess Haviland Union 0 0 0 0 0 0
Daria O'Neill Vermont 0 0 0 0 0 0
Cami Kronish Wisconsin 0 0 0 0 0 0
Jesse DeVito Wisconsin 0 0 0 0 0 0
Kyleigh Hanzlik Wisconsin 0 0 0 0 0 0
Maddie Posick Wisconsin 0 0 0 0 0 0
Christina Kao Yale 0 0 0 0 0 0
Kate Tewksbury Yale 0 0 0 0 0 0
Tess Dettling Yale 0 0 0 0 0 0
Tess Dettling Yale 0 0 0 0 0 0
Brooklynn Schugel Minnesota-Duluth 0 0 0 0 0 0
Linda Essery Dartmouth 0 -0.01 0.01 0 -0.12 0.12
Amy Curlew Cornell 0 -0.02 0.02 0 -0.25 0.25
Grace Peluso Holy Cross 0 -0.01 0.01 0 -0.15 0.15
Ellie Sasaki UNH 0 -0.01 0.01 0 -0.14 0.14
Lexie Revkin UNH 0 -0.01 0.01 0 -0.14 0.14
Taylor Sawka Clarkson 0 -0.02 0.02 0 -0.27 0.27
Bailey Bennett Colgate 0 -0.02 0.02 0 -0.27 0.27
Bailey Coyne Northeastern 0 -0.02 0.02 0 -0.28 0.28
Mackenize Griffith Holy Cross 0 -0.02 0.02 0 -0.29 0.29
Katie Huntington Quinnipiac 0 -0.02 0.02 0 -0.32 0.32
Renee Saltness Quinnipiac 0 -0.02 0.02 0 -0.32 0.32
Shavonne Leacy UConn 0 -0.02 0.02 0 -0.29 0.29
Katie Tresca Harvard 0 -0.05 0.05 0 -0.85 0.85
Kathleen McHugh Providence 0 -0.04 0.04 0 -0.54 0.54
Julia Scammell UNH 0 -0.04 0.04 0 -0.48 0.48
Shelby Calof Syracuse 0 -0.04 0.04 0 -0.55 0.55
Anonda Hoppner Syracuse -0.01 0.45 -0.46 -0.13 5.82 -5.95
Emily Reid UConn -0.01 0.3 -0.31 -0.13 3.9 -4.03
Logan Hicks Syracuse -0.01 0.05 -0.06 -0.13 0.68 -0.81
Kara Werth Bemidji -0.01 0.14 -0.15 -0.14 1.99 -2.13
Danielle Doherty Holy Cross -0.01 0.13 -0.14 -0.14 1.77 -1.91
Sommer Ross Holy Cross -0.01 0.07 -0.08 -0.14 0.96 -1.1
Kiki Radke Bemidji -0.01 0.02 -0.03 -0.14 0.29 -0.43
Hannah Gillis Holy Cross -0.01 -0.1 0.09 -0.14 -1.4 1.26
Greta Close Vermont -0.01 -0.01 0 -0.15 -0.16 0.01
Brooke Tucker Northeastern -0.01 -0.01 0 -0.16 -0.09 -0.07
Kendra Farole RPI -0.02 -0.05 0.03 -0.2 -0.47 0.27
Claire Werynski Mercyhurst -0.02 -0.01 -0.01 -0.24 -0.13 -0.11
Kristen Siermachesky Syracuse -0.02 0.03 -0.05 -0.26 0.34 -0.6
Maegan Beres BC -0.02 0.01 -0.03 -0.28 0.07 -0.35
Anna Kilponen Quinnipiac -0.02 0.06 -0.08 -0.3 0.87 -1.17
Olivia Konigson Quinnipiac -0.02 -0.04 0.02 -0.3 -0.63 0.33
Stephanie Voge SLU -0.03 -0.03 0 -0.3 -0.3 0
Athena Song Cornell -0.02 0.02 -0.04 -0.32 0.37 -0.69
Lauren MacInnis Northeastern -0.02 -0.01 -0.01 -0.32 -0.19 -0.13
Hannah Schultz Union -0.02 -0.01 -0.01 -0.32 -0.18 -0.14
Amanda McLeod Penn State -0.03 0.06 -0.09 -0.33 0.67 -1
Baylee Trani RIT -0.03 0.04 -0.07 -0.39 0.55 -0.94
Danielle Fox UConn -0.03 -0.04 0.01 -0.39 -0.51 0.12
Janey Sandoval Robert Morris -0.04 -0.04 0 -0.4 -0.36 -0.04
Megan Roe St Cloud -0.03 0.1 -0.13 -0.42 1.33 -1.75
Mel Anderson Brown -0.03 -0.02 -0.01 -0.42 -0.22 -0.2
Lucy Burton Yale -0.03 0.21 -0.24 -0.45 3.21 -3.66
Sophie Veronneau Yale -0.03 0.2 -0.23 -0.45 3 -3.45
Randi Marcon Quinnipiac -0.03 0.12 -0.15 -0.45 1.74 -2.19
Annie Boeckers Merrimack -0.03 -0.02 -0.01 -0.45 -0.24 -0.21
Kelly Mariani Clarkson -0.03 0.26 -0.29 -0.48 4.09 -4.57
Mary Grace Kelley BU -0.03 -0.01 -0.02 -0.48 -0.2 -0.28
Miranda Gaudet Clarkson -0.03 -0.02 -0.01 -0.48 -0.27 -0.21
Taylor Schwalbe RPI -0.05 0.08 -0.13 -0.5 0.84 -1.34
Bradley Fusco Harvard -0.03 0.05 -0.08 -0.51 0.85 -1.36
Sydney Sorkin Harvard -0.03 0.03 -0.06 -0.51 0.43 -0.94
Brooke Avery Syracuse -0.04 0.35 -0.39 -0.52 4.52 -5.04
Hannah Touzos UNH -0.04 -0.02 -0.02 -0.52 -0.27 -0.25
Amanda Bäckebo Syracuse -0.04 -0.04 0 -0.52 -0.55 0.03
Savannah Rennie Syracuse -0.04 -0.16 0.12 -0.52 0 -0.52
McKenzie Revering Minnesota-Duluth -0.04 -0.02 -0.02 -0.56 -0.26 -0.3
Allie Granato Vermont -0.04 -0.02 -0.02 -0.6 -0.32 -0.28
Allison Roethke Quinnipiac -0.04 -0.03 -0.01 -0.6 -0.47 -0.13
Cara Najjar Brown -0.05 0.12 -0.17 -0.7 1.72 -2.42
Delaney Belinskas BC -0.05 0.07 -0.12 -0.7 0.91 -1.61
Jane Jacobs Lindenwood -0.05 -0.03 -0.02 -0.7 -0.44 -0.26
Jillian Fey BC -0.05 -0.05 0 -0.7 -0.63 -0.07
Sam Girard Holy Cross -0.05 -0.07 0.02 -0.7 -0.96 0.26
Aliyah Lance RPI -0.07 -0.03 -0.04 -0.7 -0.32 -0.38
Kate Bukolská Merrimack -0.05 0.05 -0.1 -0.75 0.79 -1.54
Emma Jurusik Northeastern -0.05 -0.02 -0.03 -0.8 -0.38 -0.42
Kate Landers Dartmouth -0.05 -0.05 0 -0.8 -0.74 -0.06
Aly Tremblay RPI -0.08 -0.03 -0.05 -0.8 -0.32 -0.48
Aimee Raithby RPI -0.08 -0.05 -0.03 -0.8 -0.47 -0.33
Lizi Norton Minnesota-Duluth -0.06 0.38 -0.44 -0.84 5.34 -6.18
Keiko DeClerck Princeton -0.06 -0.04 -0.02 -0.84 -0.5 -0.34
Emma Seitz Yale -0.06 0.09 -0.15 -0.9 1.29 -2.19
Megan Cornell Dartmouth -0.06 0.09 -0.15 -0.96 1.48 -2.44
Dana Rasmussen St Cloud -0.07 -0.05 -0.02 -0.98 -0.73 -0.25
Julia Yetman Yale -0.07 0.34 -0.41 -1.05 5.14 -6.19
Brooke Madsen Penn State -0.1 0.16 -0.26 -1.1 1.71 -2.81
Cassidy Michalicka Union -0.07 -0.01 -0.06 -1.12 -0.09 -1.03
Abby Nearis Brown -0.09 0.25 -0.34 -1.26 3.55 -4.81
Megan Wagner Lindenwood -0.1 0.06 -0.16 -1.4 0.79 -2.19
Lucinda Quigley Brown -0.11 0.01 -0.12 -1.54 0.11 -1.65
Melissa Hunt Bemidji -0.11 -0.1 -0.01 -1.54 -1.4 -0.14
Sarah-Ève Coutu-Godbout Quinnipiac -0.11 0.12 -0.23 -1.65 1.74 -3.39
Stella Haberman RIT -0.13 -0.06 -0.07 -1.69 -0.82 -0.87
Maddison Stitt Lindenwood -0.13 -0.06 -0.07 -1.82 -0.79 -1.03
Katie Sonntag Union -0.12 -0.05 -0.07 -1.92 -0.8 -1.12
Kailee Skinner Minnesota-Duluth -0.14 0.24 -0.38 -1.96 3.41 -5.37
Maybelline Beiring Brown -0.14 0.08 -0.22 -1.96 1.18 -3.14
Vivian Lu Brown -0.15 -0.08 -0.07 -2.1 -1.18 -0.92
Victoria Klimek Syracuse -0.17 -0.1 -0.07 -2.21 -1.3 -0.91
Jaime Fox UConn -0.19 0.39 -0.58 -2.47 5.13 -7.6
Lizzy Gross Brown -0.18 0.55 -0.73 -2.52 7.75 -10.27
Skye Ziehwein Holy Cross -0.25 -0.12 -0.13 -3.5 0 -3.5
Makayla Mori Union -0.22 -0.04 -0.18 -3.52 -0.62 -2.9
Jordyn Pimm Lindenwood -0.29 -0.17 -0.12 -4.06 0 -4.06
Daria Tereshkina Maine -0.4 0.06 -0.46 -6.4 0.93 -7.33

Five skaters and a goalie who might do better than you think

I’ve picked these based on some combination of: predicted high scoring in the rest of the season based on the second half of the season to date; significant second-half-on-first-half improvement; and not being picked by that many managers.

  • Jesse Compher (BU, $47.3, 32.7 SP, 40.8 predicted second half points (P2HP), 7 picks). The computer just cannot get enough of Jesse Compher. Not only is she having a strong season, she’s getting stronger as she goes on — her second-half-of-the-first-half (2H1H) points per game are an amazing 2.55, up .5 from her whole first half (1H) points per game of 2.04. BU play a couple of games against teams with good goaltending in January — two against Providence, two against Merrimack — but in general their second-half opposition is less strong than their first half was, which is a thing the computer isn’t factoring in.
  • Jaime Bourbonnais (Cornell, $33.3, 16 SP, 31.4 P2HP, 1 pick): Another D with a very high shooting percentage, like Princeton’s Claire Thompson who we mentioned last time. The sheet gives her the highest increase of all players when you change from projecting based on all of the first half to projecting based on the latter part of the first half. To an extent this reflects that defender scoring will always be more volatile due to the .5 point bonus for defender goals. But it’s also the case that Bourbonnais was away at Four Nations and her whole half-season record is artificially deflated by that. It seems very reasonable that she’ll outperform her first half in the second half, but will she really double her points?
  • Jessie Eldridge (Colgate, $52.3, 26.2 SP, 9 picks): Eldridge has been steadily producing for several of our managers through the first half. The sheet doesn’t see her pace changing significantly, but even at her current rate of scoring she’s a solid pickup. Both Colgate and Cornell are coming off a weekend sweep of Clarkson and St. Lawrence that may have been due to the opposing teams’ struggles as much as due to Colgate and Cornell’s improvement: the first few weeks of the second half will give us a clue as to whether this performance from the Colgate and Cornell stars is likely to be sustained.
  • Chloé Aurard (Northeastern, $30.2, 21.7 SP, 26.72 P2HP, 7 picks): Produced at nearly .5 fantasy points a game better in the second half than the first half, and from a pretty high base. That suggests that as a freshman she took a little while to find her feet, but now she’s beginning to hit her stride. The sheet really likes her.
  • Claire Thompson (Princeton, $33.9, 19.1 SP, 23.8 P2HP, 3 picks): As I said last time, Thompson makes me nervous, but I’m not here to argue with the spreadsheet.
  • Carly Jackson (Maine, G, $35.2, 15.1 SP, 19.84 P2HP, 1 pick): The spreadsheet has Jackson as likely to be the third highest scoring goalie in the second half, after known quantities Linsday Reed and Abigail Levy. What’s happening here is that Jackson played five of Maine’s first ten games, and then took over the starting position and played eight of Maine’s next nine. Despite the fact that her save percentage is a less than stellar .919, it’s true that a starting goalie will earn more points than one who splits starts, so it might be worth keeping an eye on whether this continues. One reason to think it mightn’t: goalie partner Loryn Porter is listed as “did not dress” for most of the last nine games, but as “did not play” for the last game before the break, suggesting that she was injured but is now back.

Five-and-a-bit skaters and one goalie who might do worse than you think

Let’s just say the sheet is a bit concerned about Clarkson.

  • Ella Shelton (Clarkson, $45.3, 21.1 SP, 7.68 P2HP, 6 picks), T.T. Cianfarano (Clarkson, $40, 20.4 SP, 8 P2HP, 11 picks), Michaela Pejzlová (Clarkson, $59.8, 29.6 SP, 20.32 P2HP, 7 picks), Elizabeth Giguère (Clarkson, $73, 35.4 SP, 25.6 P2HP, 15 picks): All of Clarkson’s players are suffering from their questionable decision to squeeze three of their four losses into their last six games and all are projected to score considerably less in the rest of the season than they have to date. This is still not panic stations — even on this projection, Giguère is still the sixth-highest scoring skater of the second half — but a note that Clarkson have shown that they aren’t guaranteed points the way they were through late October and November.
  • Carly Bullock (Princeton, $32.3, 18.5 SP, 12.04 P2HP, 6 picks): Bullock had some early-season explosions but has been quieter recently, and this is showing in the sheet downgrading her predicted score for the second half of the season. As I said in the other trade tips post, keep an eye on the Princeton-Merrimack series this Sunday and Monday to get a sense of where Princeton really stand.
  • Maddie Rooney (Minnesota-Duluth, $43.9, 22.2 SP, 13.16 P2HP, 12 picks): The opposite case to Carly Jackson here. Rooney was sole starter for the first eight games, then started six of the next eight. Worse, in those six games her save percentage was .908, as opposed to .935 in the first eight. If she continues to start only 75% of the time there are probably other goalies you should be considering.
  • Natalie Heising (Penn State, $29.2, 17.5 SP, 5.5 P2HP, 3 picks): Heising had a 5-5—10 line in the first nine games of the season, and a 5-4—9 line in the second nine. It’s not clear to me, though, why the sheet thinks her second half was so much worse than her first. She took almost all her penalties in the second half, maybe that was it? After a promising start to the season, Penn State is in the doldrums a bit: if they’re going to revive, Heising will lead the revival, and if she does that she’ll probably be worth considering picking up.
  • Katelyn Rae (Merrimack, $35.1, 19.1 SP, 10.2 P2HP, 3 picks): Rae scored 8 goals and 4 assists in the first ten games, and then only 5 goals and 1 assist in the next 9. It’s too early to say she’s in a slump, but a few more assists wouldn’t hurt. If anyone at the Princeton / Merrimack series can confirm that they see her actually passing, that would be useful information.

That’s it!

That’s it! Trades to tigFantasyHockey@gmail.com by 11:59 pm Eastern on Thursday Dec. 27 please (AKA TODAY)

Remember, you have four buys and four sells as a one-time-only offer. Choose wisely!