Progress against the field
From New York 2025 to Ottawa 2026, Ashley Harikishun got 4:31 faster than the field.
The clock says 9:50 faster, but the races themselves got 5:19 quicker for everyone.
223 days between Toronto 2025 and Ottawa 2026 is the longest gap compared here, and the second race was 3:12 behind the field.
How this is worked out ⓘ
A finish time moves for two reasons: the athlete, and the race — its course, its floor, its day. For each pair of races in a row in one category, we take everyone who raced both and use the middle of how much they moved (the median) as "the race". Whatever is left is the athlete. Doubles are compared only when the same two people raced both, and told as the pair's; relays are left out. A pair with fewer than 15 athletes in common is not shown.
Every race
8 races · 6 events
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Toronto1 Oct 2026Individual Pro · Women1:26:41 PB98/231Beat 58%
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Toronto1 Oct 2026Relay · Women1:25:1618/63Beat 71%
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Ottawa14 May 2026Individual Open · Women1:18:06 PB46/556Beat 92%
↑ 223 days after Toronto 2025 3:12 worse than the field Faster on the clock, behind the field Why ↓Close ↑
1:39 faster on the clock, yet the race was 4:51 faster for everyone, so 3:12 was lost on the field.
The fieldCompare these two →4:51 faster This athlete1:39 faster -
Las Vegas20 Feb 2026Relay · Women1:19:5852/217Beat 76%
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Las Vegas20 Feb 2026Doubles Open · Women1:17:28 PB241/1898Beat 87%
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Toronto3 Oct 2025Individual Open · Women1:19:4541/431Beat 91%
↑ 126 days after New York 2025 7:43 better than the field Why ↓Close ↑
7:43 better than the field: 8:11 faster on the clock, against 0:28 faster for everyone.
The fieldCompare these two →0:28 faster This athlete8:11 faster -
New York30 May 2025Individual Open · Women1:27:56122/450Beat 73%
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Toronto5 Oct 2024Doubles Open · Women1:32:24190/329Beat 42%