Pairwise course analysis
Groton Schoolvs.Noble and Greenough School 5K
Based on runners who competed on both courses during the same season. Positive values mean the second course ran slower; negative values mean it ran faster.
Model verdict
Noble and Greenough School 5K runs slower
+5.70%
Roughly 1:08 slower for a 20:00 runner
Paired observations
253
Deep evidence
Median difference
+4.06%
Middle runner-season comparison
Overall estimate
+5.70%
Network-adjusted course estimate
Middle 50% range
+5.29%
Observed variation (IQR)
Direction and magnitude
Relative course speed
Noble and Greenough School 5K fasterEvenNoble and Greenough School 5K slower
Confidence interval
+3.83% to +5.04%
Scale shown
-6% to +6%
Course context
The two courses
Underlying runner comparisons
Same-season evidence
Each row represents one runner-season with valid results on both courses. Median performances reduce the effect of one unusually good or poor race. JV and varsity results are included.
| Runner | Season | Groton School | Noble and Greenough School 5K | Difference |
|---|---|---|---|---|
| Shivani Gulati | 2021 | 37:19.001 race | 33:10.002 races | -11.12% |
| Nico Brown | 2021 | 24:28.001 race | 22:47.002 races | -6.88% |
| Daniel Wang | 2021 | 27:19.001 race | 25:29.001 race | -6.71% |
| Devin Gray | 2021 | 26:31.001 race | 24:50.004 races | -6.35% |
| James Kerr | 2025 | 17:30.001 race | 16:37.001 race | -5.05% |
| Nat Holland | 2024 | 25:53.002 races | 24:45.001 race | -4.38% |
| Gemma Soukas | 2021 | 34:40.001 race | 33:15.002 races | -4.09% |
| Liam Gavin | 2023 | 23:18.001 race | 22:22.001 race | -4.01% |
| Hayley O'Connor | 2021 | 31:44.001 race | 30:31.003 races | -3.83% |
| Neha Kommineni | 2021 | 29:06.001 race | 28:01.001 race | -3.72% |
| Thomas Xue | 2021 | 23:56.001 race | 23:11.004 races | -3.13% |
| Noah Peters | 2021 | 24:17.001 race | 23:34.004 races | -2.95% |
| Adalynne Mertz | 2024 | 32:14.002 races | 31:21.001 race | -2.74% |
| Lukas Leibisch | 2024 | 22:38.001 race | 22:03.001 race | -2.58% |
| Eric Zhou | 2021 | 25:29.001 race | 24:51.003 races | -2.49% |
| Emilie Andrews | 2021 | 31:12.001 race | 30:29.004 races | -2.30% |
| Ella Berger | 2021 | 27:27.001 race | 26:52.004 races | -2.13% |
| Amy Sharma | 2019 | 22:31.002 races | 22:03.001 race | -2.07% |
| Colin Anderson | 2021 | 24:09.001 race | 23:46.004 races | -1.59% |
| Ryan Sanghavi | 2021 | 23:46.001 race | 23:24.004 races | -1.54% |
| Akshaya Sundraraj | 2021 | 32:30.001 race | 32:02.001 race | -1.44% |
| Alex Janower | 2021 | 27:12.001 race | 26:56.005 races | -0.98% |
| Paris Liston | 2021 | 21:11.001 race | 20:59.001 race | -0.94% |
| Allison Park | 2021 | 28:58.001 race | 28:43.004 races | -0.86% |
| Eddie Zhang | 2023 | 22:27.001 race | 22:16.001 race | -0.82% |
| Ethan Train | 2021 | 23:47.001 race | 23:38.003 races | -0.63% |
| Chris Thompson | 2023 | 20:11.001 race | 20:04.001 race | -0.58% |
| Denmark Chirunga | 2025 | 29:49.001 race | 29:40.001 race | -0.50% |
| Abner Machuca Diaz | 2023 | 23:05.001 race | 23:00.001 race | -0.36% |
| David Hermanson | 2021 | 19:51.001 race | 19:47.003 races | -0.34% |
| Charles Zhang | 2022 | 25:55.001 race | 25:50.001 race | -0.32% |
| Justin Power | 2021 | 24:34.001 race | 24:30.002 races | -0.27% |
| Emilio Manz | 2021 | 24:10.001 race | 24:07.004 races | -0.21% |
| Sam Blank | 2024 | 18:39.001 race | 18:38.001 race | -0.09% |
| Jerry Qin | 2021 | 21:58.001 race | 21:58.004 races | 0.00% |
| John Henr Lotz-McMillen | 2021 | 24:09.001 race | 24:11.002 races | +0.14% |
| Rhodes Martinez | 2021 | 23:53.001 race | 23:55.004 races | +0.14% |
| Jonathan Demosthene | 2023 | 21:40.001 race | 21:42.001 race | +0.15% |
| Wes Shaller | 2024 | 21:06.001 race | 21:08.001 race | +0.16% |
| John Joyce | 2023 | 17:27.001 race | 17:29.001 race | +0.19% |
| Nico Badia | 2021 | 25:58.001 race | 26:01.003 races | +0.19% |
| Rebecca Janfaza | 2021 | 28:08.001 race | 28:17.003 races | +0.53% |
| Justin Lin | 2024 | 24:42.001 race | 24:50.001 race | +0.54% |
| Sparsh Verma | 2021 | 24:27.001 race | 24:35.003 races | +0.55% |
| Matthew Abati | 2021 | 21:23.001 race | 21:30.001 race | +0.55% |
| Matthew Loose | 2021 | 21:17.001 race | 21:24.004 races | +0.55% |
| Cara Chang | 2019 | 26:36.003 races | 26:46.001 race | +0.63% |
| Jake Rosenfeld | 2024 | 23:46.001 race | 23:55.001 race | +0.63% |
| Florence Morlock | 2021 | 23:34.001 race | 23:44.001 race | +0.71% |
| Luke Hotra | 2021 | 22:26.001 race | 22:36.004 races | +0.74% |
| Will McLane | 2021 | 19:29.001 race | 19:38.004 races | +0.77% |
| Angelina Ha | 2024 | 22:57.001 race | 23:09.001 race | +0.87% |
| Charlie Hall | 2021 | 21:47.001 race | 21:59.004 races | +0.92% |
| Alexander Wasynczuk | 2023 | 20:41.001 race | 20:53.001 race | +0.97% |
| Liam Walsh | 2025 | 17:30.001 race | 17:41.001 race | +1.05% |
| Victor Fat | 2024 | 21:48.002 races | 22:03.001 race | +1.15% |
| Madi Pugatch | 2024 | 27:34.001 race | 27:54.001 race | +1.21% |
| Austin Reid | 2025 | 18:58.001 race | 19:12.001 race | +1.23% |
| Arnav Harve | 2021 | 20:04.001 race | 20:20.003 races | +1.33% |
| Alex Young | 2024 | 18:34.001 race | 18:49.001 race | +1.35% |
| Ellie Sullivan | 2021 | 26:36.001 race | 26:58.001 race | +1.38% |
| Liv Ding | 2024 | 26:30.002 races | 26:52.001 race | +1.38% |
| Torey Mathews | 2021 | 26:07.001 race | 26:30.001 race | +1.47% |
| Justin Jang | 2024 | 19:08.001 race | 19:27.001 race | +1.66% |
| George Taggart | 2024 | 20:43.002 races | 21:04.001 race | +1.69% |
| Immy Serifovic | 2021 | 24:22.001 race | 24:47.001 race | +1.71% |
| David Yu | 2024 | 22:24.002 races | 22:47.001 race | +1.71% |
| Chris Tillen | 2021 | 22:20.001 race | 22:43.003 races | +1.72% |
| Maxwell Huang | 2021 | 22:03.001 race | 22:26.003 races | +1.74% |
| Ben Guenther | 2021 | 19:04.001 race | 19:25.003 races | +1.84% |
| Isla Scott | 2024 | 23:42.001 race | 24:10.001 race | +1.97% |
| Alex Kovtunenko | 2024 | 22:50.001 race | 23:17.001 race | +1.97% |
| Eric Liang | 2024 | 21:50.002 races | 22:16.001 race | +1.98% |
| Richard Federico III | 2025 | 17:31.001 race | 17:52.001 race | +2.00% |
| Noah Douglas | 2021 | 19:11.001 race | 19:35.004 races | +2.09% |
| Rohin Pinisetti | 2021 | 22:39.001 race | 23:08.003 races | +2.13% |
| Justin Li | 2021 | 24:52.001 race | 25:24.002 races | +2.14% |
| Sofia Branco | 2021 | 29:31.001 race | 30:09.003 races | +2.15% |
| Lindsay Popeo | 2021 | 23:14.001 race | 23:44.003 races | +2.15% |
| Jason Minicozzi | 2024 | 16:54.001 race | 17:16.001 race | +2.17% |
| Sophia Lee | 2021 | 25:30.001 race | 26:04.004 races | +2.22% |
| Sophie Kopp-Hills | 2024 | 29:37.002 races | 30:17.001 race | +2.25% |
| Molly Epker | 2021 | 24:14.001 race | 24:47.003 races | +2.27% |
| Oliver Hochman | 2024 | 21:54.002 races | 22:24.001 race | +2.28% |
| Owen Spring | 2024 | 22:53.001 race | 23:25.001 race | +2.33% |
| Macy Lindberg | 2021 | 28:14.001 race | 28:55.002 races | +2.42% |
| Alex Doctoroff | 2024 | 20:33.001 race | 21:03.001 race | +2.43% |
| Taylor Hauff | 2024 | 23:12.001 race | 23:46.001 race | +2.44% |
| Pauline McAndrew | 2024 | 27:11.001 race | 27:51.001 race | +2.45% |
| Nolan Chong | 2024 | 22:13.001 race | 22:46.001 race | +2.48% |
| Sydney Nelson | 2024 | 24:02.002 races | 24:39.001 race | +2.57% |
| Carter Lightburn | 2024 | 19:00.002 races | 19:30.001 race | +2.63% |
| Sam Millay | 2021 | 19:31.001 race | 20:02.004 races | +2.65% |
| Sophie Majernik | 2021 | 24:10.001 race | 24:49.004 races | +2.69% |
| Stephanie Mo | 2024 | 27:06.002 races | 27:50.001 race | +2.71% |
| Carter Bartel | 2021 | 18:56.001 race | 19:29.004 races | +2.90% |
| Jack Connors | 2023 | 17:33.001 race | 18:04.001 race | +2.94% |
| Rachel Bueker | 2024 | 26:28.001 race | 27:15.001 race | +2.96% |
| Kate McBride | 2021 | 22:32.001 race | 23:13.001 race | +3.03% |
| Andrew Yang | 2021 | 23:26.001 race | 24:09.001 race | +3.06% |
| Lara Poole | 2021 | 26:04.001 race | 26:52.002 races | +3.07% |
| Lucy Wang | 2021 | 31:22.001 race | 32:20.001 race | +3.08% |
| Emma Skelly | 2021 | 28:03.001 race | 28:55.003 races | +3.09% |
| Margaret Kaneb | 2024 | 27:30.001 race | 28:21.001 race | +3.09% |
| Ching Hei (Andre) Leung | 2021 | 30:32.001 race | 31:29.001 race | +3.11% |
| Teddy Ellis | 2021 | 18:24.001 race | 18:59.001 race | +3.17% |
| Alitza Soiffer | 2021 | 27:14.001 race | 28:06.001 race | +3.18% |
| Sarah Ku | 2024 | 25:09.002 races | 25:58.001 race | +3.25% |
| Celia Cheng | 2021 | 21:31.001 race | 22:13.004 races | +3.25% |
| Eric Nie | 2021 | 24:31.001 race | 25:20.001 race | +3.33% |
| Om Paithankar | 2021 | 21:57.001 race | 22:41.004 races | +3.34% |
| Ethan Anderson | 2021 | 18:57.001 race | 19:35.003 races | +3.34% |
| Nick Rodriguez | 2021 | 21:14.001 race | 21:57.004 races | +3.38% |
| Lowndes Robinson | 2024 | 21:50.002 races | 22:35.001 race | +3.44% |
| Charlotte Lokere | 2022 | 25:10.001 race | 26:02.001 race | +3.44% |
| Sofia Mraz | 2021 | 24:20.001 race | 25:11.001 race | +3.49% |
| Grace Millett | 2021 | 21:39.001 race | 22:25.001 race | +3.54% |
| Emma Xi | 2024 | 24:15.001 race | 25:07.001 race | +3.57% |
| Gabriela Coates | 2024 | 24:14.002 races | 25:06.001 race | +3.58% |
| Lincoln Hyatt | 2025 | 17:38.001 race | 18:16.001 race | +3.59% |
| Mariam Craig | 2021 | 21:42.001 race | 22:30.001 race | +3.69% |
| Kevin Farmer | 2021 | 21:26.001 race | 22:14.001 race | +3.73% |
| Jenny Phan | 2021 | 27:26.001 race | 28:29.001 race | +3.83% |
| Ella Brown | 2021 | 27:24.001 race | 28:28.004 races | +3.89% |
| Sebastian Culleton | 2023 | 17:30.001 race | 18:11.001 race | +3.90% |
| Natalie Williamson | 2021 | 20:19.001 race | 21:08.001 race | +4.02% |
| Kelly Zhao | 2024 | 21:22.002 races | 22:14.001 race | +4.06% |
| Cesar Hernandez | 2023 | 24:32.001 race | 25:32.001 race | +4.08% |
| Abigail Riordan | 2021 | 25:38.001 race | 26:42.001 race | +4.16% |
| Max Hall | 2021 | 20:23.001 race | 21:14.004 races | +4.17% |
| Patrick Albers | 2021 | 19:59.001 race | 20:49.002 races | +4.17% |
| Taylor Holmes | 2023 | 20:06.001 race | 20:57.001 race | +4.23% |
| Sam Dunn | 2021 | 18:15.001 race | 19:02.001 race | +4.29% |
| Kate Wei | 2021 | 26:57.001 race | 28:08.003 races | +4.39% |
| Chase Bellamy | 2024 | 18:34.002 races | 19:23.001 race | +4.40% |
| Peter Favero | 2021 | 17:25.001 race | 18:11.001 race | +4.40% |
| Jacob Casper | 2021 | 24:08.001 race | 25:12.003 races | +4.42% |
| Evan Zhang | 2021 | 19:58.001 race | 20:51.001 race | +4.42% |
| Connor Steele | 2021 | 18:38.001 race | 19:29.001 race | +4.56% |
| Altan Marvi | 2021 | 23:54.001 race | 25:00.003 races | +4.60% |
| Rohan Meier | 2021 | 20:46.001 race | 21:46.003 races | +4.82% |
| Chris Athanasia | 2021 | 25:53.001 race | 27:08.001 race | +4.83% |
| Amy Ma | 2019 | 26:55.002 races | 28:13.001 race | +4.83% |
| Jack Bradner | 2021 | 21:42.001 race | 22:45.001 race | +4.84% |
| Mitchell Ladd | 2021 | 23:43.001 race | 24:53.001 race | +4.92% |
| Sadie Millett | 2021 | 21:09.001 race | 22:13.001 race | +5.04% |
| Ryan Wei | 2021 | 18:05.001 race | 19:00.001 race | +5.07% |
| Philip Holland | 2024 | 19:04.002 races | 20:02.001 race | +5.07% |
| Ryan Shue | 2021 | 21:17.001 race | 22:22.001 race | +5.09% |
| Ashton Vertus | 2024 | 25:39.002 races | 26:59.001 race | +5.20% |
| Colin Bradley | 2025 | 17:56.001 race | 18:52.001 race | +5.20% |
| Lindy Zhang | 2024 | 21:58.002 races | 23:08.001 race | +5.31% |
| Alexa Burton | 2021 | 23:51.001 race | 25:10.001 race | +5.52% |
| Quinn Taylor | 2024 | 25:53.001 race | 27:19.001 race | +5.54% |
| Evan Ning | 2021 | 23:21.001 race | 24:39.001 race | +5.57% |
| Sophia Deng | 2019 | 26:43.003 races | 28:13.001 race | +5.61% |
| Josie Silk | 2021 | 21:38.001 race | 22:52.001 race | +5.70% |
| Luis Sosa Espinal | 2023 | 22:24.001 race | 23:41.001 race | +5.73% |
| Sofia Samuels | 2021 | 27:37.001 race | 29:12.003 races | +5.73% |
| Kajsa Harrington | 2021 | 23:07.001 race | 24:27.003 races | +5.77% |
| Max Kesselheim | 2025 | 18:52.001 race | 19:58.001 race | +5.83% |
| Christopher Hovet | 2024 | 16:22.002 races | 17:21.001 race | +6.01% |
| Toby Harrison | 2025 | 18:04.001 race | 19:10.001 race | +6.09% |
| Alexander Colangelo | 2022 | 18:19.001 race | 19:26.001 race | +6.10% |
| Caroline Locke | 2019 | 26:42.003 races | 28:20.001 race | +6.12% |
| Kendra Snell | 2024 | 20:24.001 race | 21:39.001 race | +6.13% |
| Aaron Stanger | 2021 | 18:22.001 race | 19:31.001 race | +6.26% |
| Harrison Huang | 2021 | 24:12.001 race | 25:43.001 race | +6.27% |
| Angie Feng | 2021 | 26:32.001 race | 28:13.002 races | +6.34% |
| Elliot Smith | 2021 | 20:55.001 race | 22:15.001 race | +6.37% |
| Wren Fortunoff | 2019 | 22:59.003 races | 24:27.001 race | +6.38% |
| Henry Seilheimer | 2024 | 18:13.002 races | 19:23.001 race | +6.40% |
| Annabelle Rogers | 2021 | 21:18.001 race | 22:40.001 race | +6.42% |
| Liam Warren | 2024 | 17:54.002 races | 19:03.001 race | +6.42% |
| James Good | 2021 | 20:40.001 race | 22:00.001 race | +6.45% |
| Louis Chiasson | 2021 | 20:15.001 race | 21:34.001 race | +6.50% |
| Sophia Wu | 2019 | 24:18.003 races | 25:53.001 race | +6.52% |
| Jackson Pagan | 2021 | 19:37.001 race | 20:57.001 race | +6.80% |
| Peter Leitzes | 2021 | 19:20.001 race | 20:39.001 race | +6.81% |
| Myles Ndiritu | 2021 | 21:44.001 race | 23:13.001 race | +6.83% |
| Samara Gorton | 2024 | 23:54.002 races | 25:32.001 race | +6.83% |
| Olivia Fayemi | 2019 | 29:58.003 races | 32:03.001 race | +6.95% |
| Emme Salyer | 2024 | 21:34.001 race | 23:04.001 race | +6.96% |
| James Donahue | 2021 | 15:46.001 race | 16:52.001 race | +6.98% |
| Ceres Moraitis | 2024 | 20:18.002 races | 21:43.001 race | +6.98% |
| Megan Shi | 2021 | 26:43.001 race | 28:35.001 race | +6.99% |
| Sid Chopra | 2025 | 29:20.001 race | 31:23.001 race | +6.99% |
| Justine Lam | 2021 | 29:18.001 race | 31:21.001 race | +7.00% |
| Henry Horvath | 2021 | 18:20.001 race | 19:37.001 race | +7.00% |
| Mateo Garciarramos-Petrici | 2024 | 19:11.002 races | 20:32.001 race | +7.04% |
| Ben Luo | 2021 | 20:46.001 race | 22:14.001 race | +7.06% |
| Matthew Smith | 2022 | 21:33.001 race | 23:06.001 race | +7.19% |
| Vedant Deokar | 2021 | 18:16.001 race | 19:36.001 race | +7.30% |
| Zoe Campbell | 2021 | 21:37.001 race | 23:12.001 race | +7.32% |
| Kolby Sahin | 2025 | 22:36.001 race | 24:16.001 race | +7.37% |
| Nick Glaeser | 2025 | 22:34.001 race | 24:14.001 race | +7.39% |
| Quentin DeFreitas | 2022 | 23:40.001 race | 25:25.001 race | +7.39% |
| Alexander Cesaretti | 2021 | 19:57.001 race | 21:27.001 race | +7.52% |
| Lucy Anderson | 2019 | 27:26.002 races | 29:30.001 race | +7.53% |
| Elizabeth Girian | 2019 | 27:26.001 race | 29:30.001 race | +7.53% |
| William Trautz | 2021 | 17:32.001 race | 18:52.001 race | +7.60% |
| Jade Xiao | 2021 | 25:49.001 race | 27:48.001 race | +7.68% |
| Kailin Shi | 2021 | 22:56.001 race | 24:44.001 race | +7.85% |
| Joshua White | 2022 | 23:29.001 race | 25:20.001 race | +7.88% |
| Gabriel (Gabby) Guerrero | 2021 | 17:20.001 race | 18:42.001 race | +7.88% |
| Ruby Tsai | 2021 | 24:04.001 race | 25:59.001 race | +7.96% |
| Arec Keomurjian | 2021 | 18:36.001 race | 20:05.001 race | +7.97% |
| Maxwell Rothman | 2024 | 22:31.001 race | 24:20.001 race | +8.07% |
| Andrew Cao | 2021 | 24:54.001 race | 26:59.001 race | +8.37% |
| Lucas Miller | 2022 | 20:11.001 race | 21:53.001 race | +8.42% |
| Anthony Coston | 2022 | 21:09.001 race | 22:57.001 race | +8.51% |
| Oliver Colbert | 2025 | 21:19.001 race | 23:09.001 race | +8.60% |
| Myles McCusker | 2022 | 21:03.001 race | 22:52.001 race | +8.63% |
| Paul Tompros | 2025 | 23:15.001 race | 25:18.001 race | +8.82% |
| Yeabsira Gugssa | 2019 | 27:30.003 races | 29:56.001 race | +8.85% |
| Robinson Noble | 2021 | 22:02.001 race | 23:59.001 race | +8.85% |
| Lindsay Saunders | 2021 | 24:40.001 race | 26:51.003 races | +8.85% |
| Julian Vidal | 2025 | 20:34.001 race | 22:24.001 race | +8.91% |
| Jeremy Eaton | 2021 | 20:18.001 race | 22:07.001 race | +8.95% |
| Nathan Pappas | 2021 | 21:02.001 race | 22:55.001 race | +8.95% |
| Phoebe Lynch | 2019 | 29:09.002 races | 31:46.001 race | +8.98% |
| Alexander Kirby | 2022 | 20:44.001 race | 22:37.001 race | +9.08% |
| Gratian Ting | 2021 | 23:35.001 race | 25:45.001 race | +9.19% |
| Claire Choe | 2021 | 21:15.001 race | 23:14.001 race | +9.33% |
| Ameer Hasan | 2025 | 22:13.001 race | 24:20.001 race | +9.53% |
| Zach Green | 2021 | 21:54.001 race | 24:04.004 races | +9.89% |
| Davis Woolbert | 2021 | 18:47.001 race | 20:39.001 race | +9.94% |
| Charlotte Maturo | 2019 | 26:26.003 races | 29:04.001 race | +9.96% |
| Carver Porter | 2021 | 20:33.001 race | 22:37.001 race | +10.06% |
| Thaddaeus Flatz-Ehrfeld | 2024 | 18:23.002 races | 20:17.001 race | +10.34% |
| Andrew Rodriguez | 2021 | 21:29.001 race | 23:43.001 race | +10.40% |
| Zidan Graham | 2021 | 27:20.001 race | 30:13.001 race | +10.55% |
| Julia Torrey | 2021 | 21:19.001 race | 23:34.001 race | +10.56% |
| Joey Caspar | 2021 | 21:12.001 race | 23:32.001 race | +11.01% |
| Temi Martins Dosumu | 2025 | 24:41.001 race | 27:27.001 race | +11.21% |
| Caroline Creasy | 2024 | 23:26.002 races | 26:05.001 race | +11.31% |
| Braeden Moitoso | 2022 | 19:18.001 race | 21:36.001 race | +11.92% |
| Gabriela Gil | 2024 | 23:25.002 races | 26:13.001 race | +11.96% |
| Nick Costantino | 2021 | 22:28.001 race | 25:10.001 race | +12.02% |
| Katie Reveno | 2019 | 22:22.002 races | 25:07.001 race | +12.30% |
| Sophia Bueno | 2021 | 25:17.001 race | 28:34.001 race | +12.99% |
| Nathaniel Voss | 2021 | 18:17.001 race | 20:44.001 race | +13.40% |
| Kinh Kieu | 2022 | 29:06.001 race | 33:15.001 race | +14.26% |
| Andy Chefetz | 2021 | 24:35.001 race | 28:09.001 race | +14.51% |
| Michael Bobo | 2021 | 19:32.001 race | 22:40.001 race | +16.04% |
| Tim Cassidy | 2021 | 21:19.001 race | 24:50.001 race | +16.50% |
| John Fu | 2021 | 26:51.001 race | 31:26.001 race | +17.07% |
| Jasper Hyatt | 2025 | 21:00.001 race | 24:52.001 race | +18.41% |
| Aisling O'Connell | 2019 | 22:21.002 races | 26:30.001 race | +18.57% |
| Nadia Fourie | 2019 | 23:24.001 race | 27:55.001 race | +19.30% |
| Christina Chen | 2019 | 23:51.002 races | 28:55.001 race | +21.24% |
| Luke Zhang | 2021 | 24:42.001 race | 30:14.001 race | +22.40% |
| Molly Sheehan | 2021 | 22:28.001 race | 28:02.001 race | +24.78% |