Progress against the field
Ludovic Ndungu has gained 4:33 on the field from Paris 2025 to Rome 2026.
The clock says 14:42 faster, but the races themselves got 10:09 quicker for everyone.
The longest gap between two races compared here, 181 days between Bordeaux 2025 and Lyon 2026, still ended 5:56 ahead of the field.
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
8 races · 7 events
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Bordeaux30 Sep 2026Doubles Open · Mixed1:07:55 PB108/988Beat 89%
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Bordeaux30 Sep 2026Individual Open · Men1:18:34142/515Beat 72%
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Rome23 Sep 2026Individual Open · Men1:13:12 PB130/581Beat 78%
↑ 126 days after Lyon 2026 6:22 better than the field Why ↓Close ↑
6:22 better than the field: 8:59 faster on the clock, against 2:37 faster for everyone.
The fieldCompare these two →2:37 faster This athlete8:59 faster -
Lyon20 May 2026Individual Open · Men1:22:11292/698Beat 58%
↑ 181 days after Bordeaux 2025 5:56 better than the field Why ↓Close ↑
8:30 faster on the clock, and the race was 2:34 faster for everyone, so 5:56 of it was this athlete.
The fieldCompare these two →2:34 faster This athlete8:30 faster -
Toulouse19 Mar 2026Doubles Open · Men1:22:32392/509Beat 23%
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Bordeaux20 Nov 2025Individual Open · Men1:30:411021/1442Beat 29%
↑ 29 days after Paris 2025 7:45 worse than the field Why ↓Close ↑
2:47 slower on the clock in a race that was 4:58 faster for everyone: 7:45 lost to the field.
The fieldCompare these two →4:58 faster This athlete2:47 slower -
Paris22 Oct 2025Individual Open · Men1:27:54297/587Beat 49%
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Malaga21 Mar 2025Doubles Open · Men1:19:05 PB283/372Beat 24%