Progress against the field
From Dallas 2025 to Salt Lake City 2026, the field gained 2:22 on Aubrey Mahalingam.
Over the same races everyone got 3:41 quicker, so 1:19 faster on the clock looks better than it was.
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. The summary above covers Individual Open · Women, the one raced most; every comparison is in the list below.
Every race
6 races · 3 events
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Salt Lake City19 Sep 2026Individual Open · Women1:28:27116/412Beat 72%
↑ 302 days after Dallas 2025 2:22 worse than the field Faster on the clock, behind the field Why ↓Close ↑
1:19 faster on the clock looks better than it was: the race was 3:41 faster for everyone, which leaves this 2:22 behind the field.
The fieldCompare these two →3:41 faster This athlete1:19 faster -
Salt Lake City19 Sep 2026Doubles Open · Mixed1:11:05140/1438Beat 90%
↑ 302 days after Dallas 2025, with Drake Johnson 0:51 worse than the field Why ↓Close ↑
0:51 behind the field: 0:10 slower on the clock, against 0:41 faster for everyone.
The fieldCompare these two →0:41 faster This pair0:10 slower -
Dallas21 Nov 2025Doubles Open · Mixed1:10:55 PB221/1504Beat 85%
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Dallas21 Nov 2025Individual Open · Women1:29:46481/1494Beat 68%
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Washington D.C. Open North American ChampionshipsDate unknownDoubles Open · Mixed1:14:32161/761Beat 79%
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Washington D.C. Open North American ChampionshipsDate unknownIndividual Open · Women1:26:06 PB305/893Beat 66%