Progress against the field
Between Singapore 2025 and Osaka 2026, Chloe Ng pulled 31:23 ahead of the field.
Over the same races everyone got 7:19 quicker, so 38:42 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.
Every race
3 races · 3 events
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Singapore3 Apr 2026Doubles Open · Women1:24:39 PB41/406Beat 90%
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Osaka30 Jan 2026Individual Open · Women1:27:24 PB127/619Beat 80%
↑ 216 days after Singapore 2025 31:23 better than the field Why ↓Close ↑
31:23 better than the field: 38:42 faster on the clock, against 7:19 faster for everyone.
The fieldCompare these two →7:19 faster This athlete38:42 faster -
Singapore28 Jun 2025Individual Open · Women2:06:06639/778Beat 18%