Progress against the field
Between Las Vegas 2026 and Salt Lake City 2026, Ashley Norton pulled 1:14 ahead of the field.
The clock says 2:03 faster, but the races themselves got 0:49 quicker for everyone.
The biggest step was Houston 2026 → Salt Lake City 2026: 16:54 on the field in 177 days.
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
3 races · 3 events
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Salt Lake City19 Sep 2026Individual Open · Women1:09:02 PB2/620Beat 100%
↑ 177 days after Houston 2026 16:54 better than the field Why ↓Close ↑
16:06 faster on the clock in a race that was 0:48 slower for everyone: 16:54 better than the field.
The fieldCompare these two →0:48 slower This athlete16:06 faster -
Houston26 Mar 2026Individual Open · Women1:25:0872/386Beat 81%
↑ 34 days after Las Vegas 2026 15:40 worse than the field Why ↓Close ↑
15:40 behind the field: 14:03 slower on the clock, against 1:37 faster for everyone.
The fieldCompare these two →1:37 faster This athlete14:03 slower -
Las Vegas20 Feb 2026Individual Open · Women1:11:0535/1796Beat 98%