Progress against the field
From Mumbai 2025 to Bengaluru 2026, Hapwan Liao got 12:05 faster than the field.
The clock says 16:27 faster, but the races themselves got 4:22 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. The summary above covers Individual Open · Men, the one raced most; every comparison is in the list below.
Every race
6 races · 4 events
-
Mumbai17 Sep 2026Relay · Men1:05:3111/73Beat 85%
-
Mumbai17 Sep 2026Doubles Open · Men1:07:24 PB8/447Beat 98%
↑ 55 days after Delhi 2026, with Amit Dahiya 2:27 worse than the field Faster on the clock, behind the field Why ↓Close ↑
1:53 faster on the clock looks better than it was: the race was 4:20 faster for everyone, which leaves this 2:27 behind the field.
The fieldCompare these two →4:20 faster This pair1:53 faster -
Delhi24 Jul 2026Relay · Men1:02:489/74Beat 88%
-
Delhi24 Jul 2026Doubles Open · Men1:09:1718/970Beat 98%
-
Bengaluru11 Apr 2026Individual Open · Men1:29:03 PB141/1806Beat 92%
↑ 216 days after Mumbai 2025 12:05 better than the field Why ↓Close ↑
16:27 faster on the clock, and the race was 4:22 faster for everyone, so 12:05 of it was this athlete.
The fieldCompare these two →4:22 faster This athlete16:27 faster -
Mumbai7 Sep 2025Individual Open · Men1:45:30306/851Beat 64%