Progress against the field
From Singapore 2025 to Taipei 2026, Sophia Lim got 4:43 faster than the field.
The clock says 17:14 faster, but the races themselves got 12:31 quicker for everyone.
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
4 races · 4 events
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Chengdu1 Aug 2026Doubles Open · Women1:52:54 PB442/475Beat 7%
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Taipei28 Feb 2026Individual Open · Women1:57:43 PB221/297Beat 26%
↑ 245 days after Singapore 2025 4:43 better than the field Why ↓Close ↑
4:43 better than the field: 17:14 faster on the clock, against 12:31 faster for everyone.
The fieldCompare these two →12:31 faster This athlete17:14 faster -
Singapore28 Jun 2025Individual Open · Women2:14:57688/778Beat 12%
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Singapore ExpoDate unknownRelay · Mixed2:09:43217/224Beat 3%